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Tom Weidong Cai
Person information
- affiliation: University of Sydney, Australia
Other persons with the same name
- Weidong Cai 0002
— Stanford University, School of Medicine, USA
- Weidong Cai 0003
— Beijing University of Chemical Technology, College of Mechanical and Electrical Engineering, China
- Weidong Cai 0004 — Chicago University, Department of Radiology, IL, USA
- Weidong Cai 0005 — Hewlett-Packard, Open System Software Division, Cupertino, CA, USA
- Weidong Cai 0006 — University of California San Diego, Department of Psychology, CA, USA
- Weidong Cai 0007 — Nanjing University of Information Science and Technology, School of Computer and Software, China
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2020 – today
- 2024
- [j74]Lei Bai
, Dongang Wang
, Hengrui Wang, Michael Barnett
, Mariano Cabezas
, Weidong Cai
, Fernando Calamante
, Kain Kyle
, Dongnan Liu
, Linda Ly, Aria Nguyen
, Chun-Chien Shieh
, Ryan Sullivan
, Geng Zhan
, Wanli Ouyang
, Chenyu Wang
:
Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training. Artif. Intell. Medicine 152: 102872 (2024) - [j73]Jianan Fan, Dongnan Liu, Hang Chang, Tom Weidong Cai
:
Learning to Generalize over Subpartitions for Heterogeneity-Aware Domain Adaptive Nuclei Segmentation. Int. J. Comput. Vis. 132(8): 2861-2884 (2024) - [j72]Yuqian Chen, Leo R. Zekelman
, Chaoyi Zhang
, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai
, Fan Zhang
, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Medical Image Anal. 94: 103120 (2024) - [j71]Sunpreet Sharma
, Ju Jia Zou, Gu Fang, Pancham Shukla
, Weidong Cai
:
A review of image watermarking for identity protection and verification. Multim. Tools Appl. 83(11): 31829-31891 (2024) - [j70]Tiange Xiang, Yixiao Zhang, Yongyi Lu, Alan L. Yuille, Chaoyi Zhang, Tom Weidong Cai, Zongwei Zhou:
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6070-6081 (2024) - [c178]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Tom Weidong Cai, Wayne Wu:
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation. AAAI 2024: 6800-6807 - [c177]Heng Wang, Jianbo Ma, Santiago Pascual, Richard Cartwright, Weidong Cai:
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models. AAAI 2024: 15492-15501 - [c176]Runkai Zhao, Yuwen Heng, Heng Wang, Yuanda Gao, Shilei Liu, Changhao Yao, Jiawen Chen, Weidong Cai:
Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development. ICRA 2024: 5382-5388 - [c175]Weijia Zhang, Dongnan Liu, Chao Ma, Tom Weidong Cai:
Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection. WACV 2024: 7527-7537 - [c174]Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai:
Complex Organ Mask Guided Radiology Report Generation. WACV 2024: 7980-7989 - [i76]Yuxiang Wei, Yuqian Chen, Tengfei Xue, Leo R. Zekelman, Nikos Makris, Yogesh Rathi, Tom Weidong Cai
, Fan Zhang, Lauren J. O'Donnell:
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data. CoRR abs/2401.04579 (2024) - [i75]Jianan Fan, Dongnan Liu, Hang Chang, Weidong Cai
:
Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation. CoRR abs/2401.09496 (2024) - [i74]Yaxuan Song, Jianan Fan, Dongnan Liu, Weidong Cai:
Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation. CoRR abs/2402.06213 (2024) - [i73]Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai:
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling. CoRR abs/2403.01053 (2024) - [i72]Tiange Xiang, Yixiao Zhang, Yongyi Lu, Alan L. Yuille, Chaoyi Zhang, Weidong Cai, Zongwei Zhou:
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images. CoRR abs/2403.08689 (2024) - [i71]Yui Lo, Yuqian Chen, Dongnan Liu, Wan Liu, Leo R. Zekelman, Fan Zhang, Yogesh Rathi, Nikos Makris, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell:
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction. CoRR abs/2403.19001 (2024) - [i70]Dongang Wang, Peilin Liu, Hengrui Wang, Heidi Beadnall, Kain Kyle, Linda Ly, Mariano Cabezas, Geng Zhan, Ryan Sullivan, Tom Weidong Cai, Wanli Ouyang, Fernando Calamante, Michael Barnett, Chenyu Wang:
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks. CoRR abs/2404.03451 (2024) - [i69]Tiancheng Gu, Kaicheng Yang, Dongnan Liu, Tom Weidong Cai:
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering. CoRR abs/2404.13039 (2024) - [i68]Yik San Cheng, Runkai Zhao, Heng Wang, Hanchuan Peng, Weidong Cai:
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images. CoRR abs/2405.02686 (2024) - [i67]Xuanchen Wang, Heng Wang, Dongnan Liu, Weidong Cai:
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation. CoRR abs/2405.09266 (2024) - [i66]Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, Jiankang Deng:
RWKV-CLIP: A Robust Vision-Language Representation Learner. CoRR abs/2406.06973 (2024) - [i65]Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography. CoRR abs/2407.08883 (2024) - [i64]Dingxin Zhang, Jianhui Yu, Tengfei Xue, Chaoyi Zhang, Dongnan Liu, Tom Weidong Cai:
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module. CoRR abs/2407.10806 (2024) - [i63]Yui Lo, Yuqian Chen, Fan Zhang, Dongnan Liu, Leo R. Zekelman, Suheyla Cetin Karayumak, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging. CoRR abs/2407.19460 (2024) - 2023
- [j69]Haozhe Jia
, Haoteng Tang
, Guixiang Ma, Weidong Cai
, Heng Huang, Liang Zhan
, Yong Xia
:
A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images. Comput. Biol. Medicine 155: 106698 (2023) - [j68]Tengfei Xue, Fan Zhang, Chaoyi Zhang
, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions. Medical Image Anal. 85: 102759 (2023) - [j67]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai
, Fan Zhang
, Lauren J. O'Donnell
:
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation. NeuroImage 273: 120086 (2023) - [j66]Dongnan Liu
, Chaoyi Zhang
, Yang Song
, Heng Huang
, Chenyu Wang
, Michael Barnett
, Tom Weidong Cai
:
Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement. IEEE Trans. Multim. 25: 1333-1344 (2023) - [j65]Qiang Qu
, Xiaoming Chen
, Yuk Ying Chung
, Weidong Cai
:
LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field Space. IEEE Trans. Vis. Comput. Graph. 29(5): 2239-2248 (2023) - [j64]Zhicheng Lu
, Xiaoming Chen
, Vera Yuk Ying Chung
, Weidong Cai
, Yiran Shen
:
EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras. IEEE Trans. Vis. Comput. Graph. 29(11): 4546-4555 (2023) - [c173]Jianhui Yu, Chaoyi Zhang, Weidong Cai:
Rethinking Rotation Invariance with Point Cloud Registration. AAAI 2023: 3313-3321 - [c172]Dingxin Zhang, Jianhui Yu, Chaoyi Zhang, Weidong Cai:
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration. AAAI 2023: 3418-3426 - [c171]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai
, Wayne Wu:
CelebV-Text: A Large-Scale Facial Text-Video Dataset. CVPR 2023: 14805-14814 - [c170]Tiange Xiang, Yixiao Zhang, Yongyi Lu, Alan L. Yuille, Chaoyi Zhang, Weidong Cai, Zongwei Zhou:
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection. CVPR 2023: 23890-23901 - [c169]Yixiong Shi, Chenyu Wang
, Dongnan Liu, Weidong Cai, Mariano Cabezas
:
Understanding the Role of Saliency Maps for Biomarker Research in 3D Medical Imaging Classification. DICTA 2023: 41-48 - [c168]Zhiyuan Li, Dongnan Liu, Weidong Cai:
Multi-modal Domain Adaptation for Text Visual Question Answering Tasks. DICTA 2023: 371-378 - [c167]Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai:
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. ICCV 2023: 21117-21127 - [c166]Yuxiang An, Dongnan Liu, Weidong Cai
:
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features. ICME 2023: 948-953 - [c165]Zhuonan Liang
, Dongnan Liu
, Yuqing Yang, Caiyun Sun, Weidong Cai
, Peng Fu:
ASRCD: Adaptive Serial Relation-Based Model for Cognitive Diagnosis. ICONIP (14) 2023: 535-551 - [c164]Sheng Chen, Zihao Tang
, Dongnan Liu, Ché Fornusek, Michael Barnett
, Chenyu Wang, Mariano Cabezas
, Weidong Cai:
Precise Few-Shot Fat-Free Thigh Muscle Segmentation in T1-Weighted MRI. ISBI 2023: 1-5 - [c163]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography. ISBI 2023: 1-5 - [c162]Hao Xu
, Tengfei Xue, Dongnan Liu, Fan Zhang, Carl-Fredrik Westin, Ron Kikinis, Lauren J. O'Donnell, Weidong Cai
:
A Registration- and Uncertainty-Based Framework for White Matter Tract Segmentation with Only One Annotated Subject. ISBI 2023: 1-5 - [c161]Tengfei Xue, Hazhar Sufi Karimi, William Consagra, Fan Zhang, Weidong Cai, Lauren J. O'Donnell, Lipeng Ning, Yogesh Rathi:
A Deep Learning Framework for Estimating Multi-Fiber PICASO Model Parameters of Tissue Microstructure Using Diffusion MRI. ISBI 2023: 1-5 - [c160]Xinwen Zhang, Chaoyi Zhang, Dongnan Liu, Qianbi Yu, Weidong Cai:
SynthMix: Mixing Up Aligned Synthesis for Medical Cross-Modality Domain Adaptation. ISBI 2023: 1-5 - [c159]Yuxiang Wei, Yuqian Chen, Tengfei Xue, Leo R. Zekelman, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
A Deep Network for Explainable Prediction of Non-imaging Phenotypes Using Anatomical Multi-view Data. CDMRI@MICCAI 2023: 165-176 - [c158]Ziqiao Weng, Jiancheng Yang
, Dongnan Liu, Tom Weidong Cai
:
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. MICCAI (7) 2023: 382-392 - [c157]Tengfei Xue, Yuqian Chen, Chaoyi Zhang, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai
, Fan Zhang, Lauren J. O'Donnell:
TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation. MICCAI (8) 2023: 409-419 - [c156]Runkai Zhao, Heng Wang
, Chaoyi Zhang, Weidong Cai
:
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds. WACV 2023: 5776-5786 - [i62]Jianhui Yu, Chaoyi Zhang, Tom Weidong Cai
:
Rethinking Rotation Invariance with Point Cloud Registration. CoRR abs/2301.00149 (2023) - [i61]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai
, Lauren J. O'Donnell:
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography. CoRR abs/2301.01911 (2023) - [i60]Dingxin Zhang, Jianhui Yu, Chaoyi Zhang, Weidong Cai
:
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration. CoRR abs/2302.02535 (2023) - [i59]Wan Liu, Yuqian Chen, Chuyang Ye, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes. CoRR abs/2303.09124 (2023) - [i58]Qiang Qu, Xiaoming Chen, Yuk Ying Chung, Weidong Cai
:
LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field Space. CoRR abs/2303.10961 (2023) - [i57]Hao Xu, Tengfei Xue, Dongnan Liu, Fan Zhang, Carl-Fredrik Westin, Ron Kikinis, Lauren J. O'Donnell, Weidong Cai
:
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject. CoRR abs/2303.14371 (2023) - [i56]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai
, Wayne Wu:
CelebV-Text: A Large-Scale Facial Text-Video Dataset. CoRR abs/2303.14717 (2023) - [i55]Sheng Chen, Zihao Tang
, Dongnan Liu, Ché Fornusek, Michael Barnett
, Chenyu Wang, Mariano Cabezas
, Weidong Cai
:
Precise Few-shot Fat-free Thigh Muscle Segmentation in T1-weighted MRI. CoRR abs/2304.14053 (2023) - [i54]Yuxiang An, Dongnan Liu, Weidong Cai
:
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features. CoRR abs/2305.02569 (2023) - [i53]Xinwen Zhang, Chaoyi Zhang, Dongnan Liu, Qianbi Yu, Tom Weidong Cai
:
SynthMix: Mixing up Aligned Synthesis for Medical Cross-Modality Domain Adaptation. CoRR abs/2305.04156 (2023) - [i52]Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Tom Weidong Cai:
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. CoRR abs/2306.07089 (2023) - [i51]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. CoRR abs/2307.03982 (2023) - [i50]Tengfei Xue, Yuqian Chen, Chaoyi Zhang, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation. CoRR abs/2307.09000 (2023) - [i49]Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Tom Weidong Cai:
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. CoRR abs/2307.14709 (2023) - [i48]Zhiyuan Li, Dongnan Liu, Heng Wang, Chaoyi Zhang, Weidong Cai:
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence Generation. CoRR abs/2307.14750 (2023) - [i47]Heng Wang, Jianbo Ma, Santiago Pascual, Richard Cartwright, Weidong Cai
:
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models. CoRR abs/2308.09300 (2023) - [i46]Lei Bai
, Dongang Wang, Michael Barnett
, Mariano Cabezas
, Weidong Cai
, Fernando Calamante, Kain Kyle, Dongnan Liu, Linda Ly, Aria Nguyen, Chun-Chien Shieh, Ryan Sullivan, Hengrui Wang, Geng Zhan, Wanli Ouyang, Chenyu Wang:
Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training. CoRR abs/2308.16376 (2023) - [i45]Runkai Zhao, Yuwen Heng, Yuanda Gao, Shilei Liu, Heng Wang, Changhao Yao, Jiawen Chen, Weidong Cai
:
Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development. CoRR abs/2309.13596 (2023) - [i44]Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai
, Wayne Wu:
PaintHuman: Towards High-fidelity Text-to-3D Human Texturing via Denoised Score Distillation. CoRR abs/2310.09458 (2023) - [i43]Weijia Zhang, Dongnan Liu, Chao Ma, Weidong Cai
:
ODM3D: Alleviating Foreground Sparsity for Enhanced Semi-Supervised Monocular 3D Object Detection. CoRR abs/2310.18620 (2023) - [i42]Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai
:
Complex Organ Mask Guided Radiology Report Generation. CoRR abs/2311.02329 (2023) - 2022
- [j63]Henry Wing Fung Yeung
, Meng Zhou, Yuk Ying Chung, Grant Moule, Wayne Thompson, Wanli Ouyang
, Weidong Cai
, Mohammed Bennamoun
:
Deep-learning-based solution for data deficient satellite image segmentation. Expert Syst. Appl. 191: 116210 (2022) - [j62]Tiange Xiang
, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu
, Heng Huang, Weidong Cai
:
Towards bi-directional skip connections in encoder-decoder architectures and beyond. Medical Image Anal. 78: 102420 (2022) - [j61]Haozhe Jia
, Weidong Cai
, Heng Huang, Yong Xia:
Learning multi-scale synergic discriminative features for prostate image segmentation. Pattern Recognit. 126: 108556 (2022) - [j60]Yang Ma, Chaoyi Zhang
, Mariano Cabezas
, Yang Song
, Zihao Tang
, Dongnan Liu
, Weidong Cai
, Michael Barnett
, Chenyu Wang
:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. IEEE J. Biomed. Health Informatics 26(6): 2680-2692 (2022) - [j59]Tiange Xiang
, Yang Song
, Chaoyi Zhang, Dongnan Liu
, Mei Chen, Fan Zhang
, Heng Huang
, Lauren O'Donnell
, Weidong Cai
:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. IEEE Trans. Medical Imaging 41(8): 2180-2190 (2022) - [c155]Qianbi Yu, Dongnan Liu, Chaoyi Zhang, Xinwen Zhang, Weidong Cai:
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data. BMVC 2022: 237 - [c154]Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai
:
Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation. ICIP 2022: 971-975 - [c153]Heng Wang, Chaoyi Zhang, Jianhui Yu, Weidong Cai:
Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds. IJCAI 2022: 1393-1400 - [c152]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. ISBI 2022: 1-5 - [c151]Zihao Tang
, Xinyi Wang, Mariano Cabezas
, Arkiev D'Souza, Fernando Calamante, Dongnan Liu
, Michael Barnett
, Chenyu Wang
, Tom Weidong Cai
:
Diffusion MRI Fibre Orientation Distribution Inpainting. CDMRI@MICCAI 2022: 65-76 - [c150]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai
, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. MICCAI (1) 2022: 174-184 - [c149]Fan Zhang, Tengfei Xue, Weidong Cai, Yogesh Rathi, Carl-Fredrik Westin, Lauren J. O'Donnell:
TractoFormer: A Novel Fiber-Level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers. MICCAI (1) 2022: 196-206 - [c148]Canran Li, Dongnan Liu
, Haoran Li
, Zheng Zhang
, Guangming Lu, Xiaojun Chang
, Weidong Cai
:
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling. MICCAI (8) 2022: 715-724 - [i41]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai:
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement. CoRR abs/2201.01929 (2022) - [i40]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
SupWMA: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. CoRR abs/2201.12528 (2022) - [i39]Haozhe Jia, Chao Bai, Tom Weidong Cai, Heng Huang, Yong Xia:
HNF-Netv2 for Brain Tumor Segmentation using multi-modal MR Imaging. CoRR abs/2202.05268 (2022) - [i38]Tiange Xiang
, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Tom Weidong Cai
:
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond. CoRR abs/2203.05709 (2022) - [i37]Heng Wang, Chaoyi Zhang, Jianhui Yu, Tom Weidong Cai
:
Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds. CoRR abs/2204.10688 (2022) - [i36]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation. CoRR abs/2205.00627 (2022) - [i35]Dongnan Liu, Mariano Cabezas
, Dongang Wang, Zihao Tang, Lei Bai
, Geng Zhan, Yuling Luo, Kain Kyle
, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett
, Wanli Ouyang, Weidong Cai
, Chenyu Wang
:
MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning. CoRR abs/2205.01509 (2022) - [i34]Shunqi Mao, Chaoyi Zhang, Heng Wang
, Weidong Cai
:
Towards Generalisable Audio Representations for Audio-Visual Navigation. CoRR abs/2206.00393 (2022) - [i33]Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai
:
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling. CoRR abs/2207.01233 (2022) - [i32]Fan Zhang, Tengfei Xue, Weidong Cai
, Yogesh Rathi, Carl-Fredrik Westin, Lauren J. O'Donnell:
TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers. CoRR abs/2207.02327 (2022) - [i31]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Tom Weidong Cai
, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. CoRR abs/2207.02402 (2022) - [i30]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions. CoRR abs/2207.08975 (2022) - [i29]Qianbi Yu, Dongnan Liu, Chaoyi Zhang, Xinwen Zhang, Weidong Cai
:
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data. CoRR abs/2210.04379 (2022) - [i28]Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin Karayumak, Steven D. Pieper, William M. Wells III, Yogesh Rathi, Nikos Makris, Weidong Cai
, Lauren J. O'Donnell:
A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography. CoRR abs/2210.07411 (2022) - [i27]Runkai Zhao, Heng Wang
, Chaoyi Zhang, Weidong Cai
:
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds. CoRR abs/2210.08305 (2022) - [i26]Zihao Tang
, Xinyi Wang, Lihaowen Zhu, Mariano Cabezas
, Dongnan Liu, Michael Barnett
, Weidong Cai
, Chenyu Wang
:
TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging. CoRR abs/2210.17076 (2022) - 2021
- [j58]Hong Yan, Xuanyu Mao, Xu Yang, Yongquan Xia, Chengbin Wang, Junjun Wang, Rui Xia, Xuejing Xu, Zhiqiang Wang, Zhiyang Li
, Xie Zhao, Yan Li, Guoye Liu, Li He, Zhongyu Wang, Zhiqiong Wang, Zhiqiang Li, Weidong Cai
, Han Shen, Hang Chang
:
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. Int. J. Comput. Vis. 129(6): 1837-1856 (2021) - [j57]Dongnan Liu
, Donghao Zhang
, Yang Song
, Heng Huang, Weidong Cai
:
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images. IEEE Trans. Image Process. 30: 2045-2059 (2021) - [j56]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang
, Lauren O'Donnell
, Heng Huang
, Mei Chen, Weidong Cai
:
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images. IEEE Trans. Medical Imaging 40(1): 154-165 (2021) - [c147]Haozhe Jia, Chao Bai, Weidong Cai
, Heng Huang, Yong Xia:
HNF-Netv2 for Brain Tumor Segmentation Using Multi-modal MR Imaging. BrainLes@MICCAI (2) 2021: 106-115 - [c146]Shangqian Gao, Feihu Huang, Weidong Cai
, Heng Huang:
Network Pruning via Performance Maximization. CVPR 2021: 9270-9280 - [c145]Chaoyi Zhang, Jianhui Yu, Yang Song
, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis. CVPR 2021: 9705-9715 - [c144]Tiange Xiang
, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai
:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. ICCV 2021: 895-904 - [c143]Shek Wai Chu, Chaoyi Zhang, Yang Song
, Tom Weidong Cai
:
Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. ICIP 2021: 514-518 - [c142]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai
:
ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis. IJCNN 2021: 1-8 - [c141]Yuqian Chen, Yang Song
, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell
, Wojciech Chrzanowski, Weidong Cai
:
Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images. ISBI 2021: 779-782 - [c140]Heng Wang
, Yang Song
, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Tom Weidong Cai:
Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. ISBI 2021: 934-938 - [c139]Xinyi Wang, Tiange Xiang
, Chaoyi Zhang, Yang Song
, Dongnan Liu
, Heng Huang, Weidong Cai
:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. MICCAI (1) 2021: 229-238 - [c138]Heng Wang
, Chaoyi Zhang, Jianhui Yu, Yang Song
, Siqi Liu, Wojciech Chrzanowski, Weidong Cai
:
Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. MLMI@MICCAI 2021: 248-257 - [c137]Yuqian Chen, Chaoyi Zhang, Yang Song
, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell
:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. MICCAI (7) 2021: 497-507 - [c136]Zihao Tang
, Mariano Cabezas
, Dongnan Liu
, Michael Barnett
, Weidong Cai
, Chenyu Wang
:
LG-Net: Lesion Gate Network for Multiple Sclerosis Lesion Inpainting. MICCAI (7) 2021: 660-669 - [i25]Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Weidong Cai:
Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. CoRR abs/2101.08910 (2021) - [i24]Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai:
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images. CoRR abs/2102.10377 (2021) - [i23]Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis. CoRR abs/2103.05558 (2021) - [i22]Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Tom Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. CoRR abs/2104.10029 (2021) - [i21]Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. CoRR abs/2105.01288 (2021) - [i20]Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Tom Weidong Cai:
Partial Graph Reasoning for Neural Network Regularization. CoRR abs/2106.01805 (2021) - [i19]Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. CoRR abs/2106.14033 (2021) - [i18]Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. CoRR abs/2107.04938 (2021) - [i17]Haoteng Tang, Haozhe Jia, Weidong Cai, Heng Huang, Yong Xia, Liang Zhan:
Boundary-aware Graph Reasoning for Semantic Segmentation. CoRR abs/2108.03791 (2021) - [i16]Haozhe Jia, Haoteng Tang, Guixiang Ma, Tom Weidong Cai, Heng Huang, Liang Zhan, Yong Xia:
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images. CoRR abs/2108.03809 (2021) - [i15]Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai:
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. CoRR abs/2108.06522 (2021) - [i14]Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. CoRR abs/2109.05788 (2021) - [i13]Tiange Xiang, Yongyi Lu, Alan L. Yuille, Chaoyi Zhang, Weidong Cai, Zongwei Zhou:
In-painting Radiography Images for Unsupervised Anomaly Detection. CoRR abs/2111.13495 (2021) - [i12]Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai:
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis. CoRR abs/2112.04863 (2021) - 2020
- [j55]Yi Shi
, Zehua Guo
, Xianbin Su
, Luming Meng
, Mingxuan Zhang, Jing Sun, Chao Wu, Minhua Zheng, Xueyin Shang, Xin Zou
, Wangqiu Cheng, Yaoliang Yu, Yujia Cai, Chaoyi Zhang, Weidong Cai
, Lin-Tai Da, Guang He, Zeguang Han:
DeepAntigen: a novel method for neoantigen prioritization via 3D genome and deep sparse learning. Bioinform. 36(19): 4894-4901 (2020) - [j54]Yicheng Wu, Yong Xia
, Yang Song
, Yanning Zhang, Weidong Cai
:
NFN+: A novel network followed network for retinal vessel segmentation. Neural Networks 126: 153-162 (2020) - [j53]Haozhe Jia
, Yong Xia
, Yang Song
, Donghao Zhang
, Heng Huang, Yanning Zhang
, Weidong Cai
:
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images. IEEE Trans. Medical Imaging 39(2): 447-457 (2020) - [c135]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai
:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. AAAI 2020: 12773-12780 - [c134]Haozhe Jia, Weidong Cai
, Heng Huang, Yong Xia:
H2NF-Net for Brain Tumor Segmentation Using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task. BrainLes@MICCAI (2) 2020: 58-68 - [c133]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang, Lauren O'Donnell
, Heng Huang, Mei Chen, Weidong Cai
:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting. CVPR 2020: 4242-4251 - [c132]Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai
:
Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. DICTA 2020: 1-7 - [c131]Veena Dodballapur, Rajanish Calisa, Yang Song
, Weidong Cai
:
Automatic Dropout for Deep Neural Networks. ICONIP (3) 2020: 185-196 - [c130]Zihao Tang
, Donghao Zhang
, Yang Song
, Heng Wang
, Dongnan Liu
, Chaoyi Zhang, Siqi Liu, Hanchuan Peng, Weidong Cai
:
3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation. ISBI 2020: 1775-1779 - [c129]Tiange Xiang
, Chaoyi Zhang, Dongnan Liu
, Yang Song
, Heng Huang, Weidong Cai
:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. MICCAI (1) 2020: 74-84 - [c128]Haozhe Jia
, Yong Xia, Weidong Cai
, Heng Huang:
Learning High-Resolution and Efficient Non-local Features for Brain Glioma Segmentation in MR Images. MICCAI (4) 2020: 480-490 - [c127]Alireza Ganjdanesh, Kamran Ghasedi, Liang Zhan, Weidong Cai, Heng Huang:
Predicting Potential Propensity of Adolescents to Drugs via New Semi-supervised Deep Ordinal Regression Model. MICCAI (1) 2020: 635-645 - [i11]Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai:
Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images. CoRR abs/2002.06345 (2020) - [i10]Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson
, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu:
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. CoRR abs/2003.07999 (2020) - [i9]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. CoRR abs/2004.09411 (2020) - [i8]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting. CoRR abs/2005.02066 (2020) - [i7]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai:
ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis. CoRR abs/2005.04370 (2020) - [i6]Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. CoRR abs/2007.00243 (2020) - [i5]Haozhe Jia, Weidong Cai, Heng Huang, Yong Xia:
H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task. CoRR abs/2012.15318 (2020)
2010 – 2019
- 2019
- [j52]Mosin Russell
, Ju Jia Zou
, Gu Fang
, Weidong Cai
:
Feature-Based Image Patch Classification for Moving Shadow Detection. IEEE Trans. Circuits Syst. Video Technol. 29(9): 2652-2666 (2019) - [j51]Yutong Xie
, Yong Xia
, Jianpeng Zhang
, Yang Song
, Dagan Feng
, Michael J. Fulham
, Weidong Cai
:
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. IEEE Trans. Medical Imaging 38(4): 991-1004 (2019) - [c126]Donghao Zhang
, Yang Song
, Dongnan Liu
, Chaoyi Zhang, Yicheng Wu, Heng Wang
, Fan Zhang, Yong Xia, Lauren J. O'Donnell
, Weidong Cai
:
Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation. Australasian Conference on Artificial Intelligence 2019: 563-573 - [c125]Heng Wang, Donghao Zhang, Yang Song
, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai:
Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. CVPR Workshops 2019: 1105-1113 - [c124]Shek Wai Chu, Yang Song
, Ju Jia Zou, Weidong Cai
:
Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting. ICIP 2019: 594-598 - [c123]Dongnan Liu
, Donghao Zhang
, Yang Song
, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell
, Weidong Cai
:
Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion. IJCAI 2019: 861-868 - [c122]Heng Wang
, Donghao Zhang
, Yang Song
, Siqi Liu, Yue Wang, Dagan Feng
, Hanchuan Peng, Weidong Cai:
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network. ISBI 2019: 228-231 - [c121]Veena Dodballapur, Yang Song
, Heng Huang, Mei Chen, Wojciech Chrzanowski, Weidong Cai
:
Mask-Driven Mitosis Detection In Histopathology Images. ISBI 2019: 1855-1859 - [c120]Haozhe Jia
, Yang Song
, Heng Huang, Weidong Cai
, Yong Xia:
HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images. MICCAI (2) 2019: 110-118 - [c119]Yanfu Zhang, Liang Zhan, Weidong Cai
, Paul Thompson
, Heng Huang:
Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions. MICCAI (4) 2019: 214-222 - [c118]Yicheng Wu
, Yong Xia, Yang Song
, Donghao Zhang
, Dongnan Liu
, Chaoyi Zhang, Weidong Cai
:
Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision. MICCAI (1) 2019: 264-272 - [c117]Mosin Russell, Ju Jia Zou, Gu Fang, Weidong Cai
:
Feature-Based Patch Matching for Moving Object Detection. VCIP 2019: 1-4 - [p2]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Sasa Grbic, Weidong Cai
, Dorin Comaniciu:
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 199-216 - [i4]Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai:
Region and Object based Panoptic Image Synthesis through Conditional GANs. CoRR abs/1912.06840 (2019) - 2018
- [j50]Haozhe Jia
, Yong Xia
, Yang Song
, Weidong Cai
, Michael J. Fulham
, David Dagan Feng:
Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging. Neurocomputing 275: 1358-1369 (2018) - [j49]Fanjie Meng
, Dalong Shan, Ruixia Shi, Yang Song
, Baolong Guo, Weidong Cai
:
Merged region based image retrieval. J. Vis. Commun. Image Represent. 55: 572-585 (2018) - [j48]Yongsheng Pan
, Yong Xia
, Yang Song
, Weidong Cai
:
Locality constrained encoding of frequency and spatial information for image classification. Multim. Tools Appl. 77(19): 24891-24907 (2018) - [j47]Fan Zhang, Weining Wu
, Lipeng Ning, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda
, Yang Song
, Weidong Cai
, Yogesh Rathi, Lauren J. O'Donnell
:
Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis. NeuroImage 171: 341-354 (2018) - [j46]Fan Zhang, Peter Savadjiev, Weidong Cai
, Yang Song
, Yogesh Rathi, Birkan Tunç, Drew Parker, Tina Kapur, Robert T. Schultz, Nikos Makris, Ragini Verma, Lauren J. O'Donnell
:
Whole brain white matter connectivity analysis using machine learning: An application to autism. NeuroImage 172: 826-837 (2018) - [j45]Donghao Zhang
, Siqi Liu, Yang Song
, Dagan Feng, Hanchuan Peng, Weidong Cai
:
Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction. Neuroinformatics 16(2): 153-166 (2018) - [j44]Yuchen Yuan
, Changyang Li, Jinman Kim, Weidong Cai
, David Dagan Feng
:
Dense and Sparse Labeling With Multidimensional Features for Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. 28(5): 1130-1143 (2018) - [j43]Yuchen Yuan
, Changyang Li, Jinman Kim, Weidong Cai
, David Dagan Feng:
Reversion Correction and Regularized Random Walk Ranking for Saliency Detection. IEEE Trans. Image Process. 27(3): 1311-1322 (2018) - [j42]Afaf Tareef
, Yang Song
, Heng Huang, Dagan Feng
, Mei Chen, Yue Wang, Weidong Cai
:
Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells. IEEE Trans. Medical Imaging 37(9): 2044-2059 (2018) - [j41]Siqi Liu
, Donghao Zhang
, Yang Song
, Hanchuan Peng, Weidong Cai
:
Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking. IEEE Trans. Medical Imaging 37(11): 2441-2452 (2018) - [c116]Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song
, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai
:
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. BICS 2018: 227-236 - [c115]Dongnan Liu
, Donghao Zhang
, Yang Song
, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai
:
Large Kernel Refine Fusion Net for Neuron Membrane Segmentation. CVPR Workshops 2018: 2212-2220 - [c114]Heng Wang
, Donghao Zhang
, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai
:
Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. DICTA 2018: 1-8 - [c113]Chaoyi Zhang, Yang Song, Sidong Liu
, Scott Lill, Chenyu Wang
, Zihao Tang
, Yuyi You, Yang Gao, Alexander Klistorner
, Michael Barnett
, Weidong Cai:
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. DICTA 2018: 1-8 - [c112]Chaoyi Zhang, Yang Song
, Donghao Zhang
, Sidong Liu
, Mei Chen, Weidong Cai:
Whole Slide Image Classification via Iterative Patch Labelling. ICIP 2018: 1408-1412 - [c111]Dongnan Liu
, Donghao Zhang
, Siqi Liu, Yang Song
, Haozhe Jia
, Dagan Feng, Yong Xia, Weidong Cai
:
Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. ICIP 2018: 2461-2465 - [c110]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang, Lauren J. O'Donnell
, Weidong Cai
:
3D Large Kernel Anisotropic Network for Brain Tumor Segmentation. ICONIP (7) 2018: 444-454 - [c109]Yang Song, Hang Chang, Yang Gao, Sidong Liu
, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai:
Feature learning with component selective encoding for histopathology image classification. ISBI 2018: 257-260 - [c108]Donghao Zhang
, Yang Song
, Siqi Liu, Dagan Feng, Yue Wang, Weidong Cai:
Nuclei instance segmentation with dual contour-enhanced adversarial network. ISBI 2018: 409-412 - [c107]Shen Lu, Yong Xia, Weidong Cai, David Dagan Feng, Michael J. Fulham
:
Cross-cohort dementia identification using transfer learning with FDG-PET imaging. ISBI 2018: 1550-1554 - [c106]Zihao Tang
, Chenyu Wang
, Phu Hoang, Sidong Liu
, Weidong Cai
, Domenic Soligo, Ruth Oliver
, Michael Barnett
, Ché Fornusek:
Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images. DATRA/PIPPI@MICCAI 2018: 14-21 - [c105]Yicheng Wu
, Yong Xia, Yang Song
, Yanning Zhang, Weidong Cai
:
Multiscale Network Followed Network Model for Retinal Vessel Segmentation. MICCAI (2) 2018: 119-126 - [c104]Donghao Zhang
, Yang Song
, Dongnan Liu
, Haozhe Jia
, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai:
Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis. MICCAI (2) 2018: 237-244 - [c103]Xiaoqian Wang, Weidong Cai
, Dinggang Shen, Heng Huang:
Temporal Correlation Structure Learning for MCI Conversion Prediction. MICCAI (3) 2018: 446-454 - [c102]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu:
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. MICCAI (2) 2018: 851-858 - [i3]Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael J. Fulham, Yong Xia, Weidong Cai:
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation. CoRR abs/1807.06742 (2018) - 2017
- [j40]Shen Lu, Yong Xia, Weidong Cai
, Michael J. Fulham
, David Dagan Feng:
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging. Comput. Medical Imaging Graph. 60: 35-41 (2017) - [j39]Fanjie Meng, Ruixia Shi, Dalong Shan, Yang Song
, Wangpeng He, Weidong Cai
:
Multi-sensor image fusion based on regional characteristics. Int. J. Distributed Sens. Networks 13(11) (2017) - [j38]Afaf Tareef
, Yang Song
, Weidong Cai
, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham
, Dagan Feng, Mei Chen:
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation. Neurocomputing 221: 94-107 (2017) - [j37]Yuanjie Zheng, Shaoting Zhang
, Junzhou Huang
, Weidong Cai
:
Guest Editorial: Special issue on advances in computing techniques for big medical image data. Neurocomputing 229: 1-2 (2017) - [j36]Afaf Tareef
, Yang Song
, Heng Huang, Yue Wang, Dagan Feng, Mei Chen, Weidong Cai
:
Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling. Neurocomputing 248: 28-40 (2017) - [j35]Peng Fu, Changyang Li, Weidong Cai
, Quan-Sen Sun:
A spatially cohesive superpixel model for image noise level estimation. Neurocomputing 266: 420-432 (2017) - [j34]Yang Song
, Qing Li
, Fan Zhang, Heng Huang, Dagan Feng, Yue Wang, Mei Chen, Weidong Cai
:
Dual discriminative local coding for tissue aging analysis. Medical Image Anal. 38: 65-76 (2017) - [j33]Yang Song
, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Weidong Cai
:
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Trans. Medical Imaging 36(8): 1636-1649 (2017) - [c101]Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang:
Video Recovery via Learning Variation and Consistency of Images. AAAI 2017: 4082-4088 - [c100]Yang Song
, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell
, Weidong Cai:
Locally-Transferred Fisher Vectors for Texture Classification. ICCV 2017: 4922-4930 - [c99]Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng
, Weidong Cai
, Heng Huang:
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization. ICCV 2017: 5747-5756 - [c98]Zihao Tang
, Donghao Zhang
, Siqi Liu, Yang Song
, Hanchuan Peng, Weidong Cai
:
Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing. ICCV Workshops 2017: 126-133 - [c97]Afaf Tareef
, Yang Song
, Dagan Feng, Mei Chen, Weidong Cai:
Automated multi-stage segmentation of white blood cells via optimizing color processing. ISBI 2017: 565-568 - [c96]Yang Song
, Ju Jia Zou, Hang Chang, Weidong Cai
:
Adapting fisher vectors for histopathology image classification. ISBI 2017: 600-603 - [c95]Haozhe Jia
, Yong Xia, Tom Weidong Cai, Michael J. Fulham
, David Dagan Feng:
Prostate segmentation in MR images using ensemble deep convolutional neural networks. ISBI 2017: 762-765 - [c94]Fan Zhang, Pegah Kahali, Yannick Suter
, Isaiah Norton, Laura Rigolo, Peter Savadjiev, Yang Song
, Yogesh Rathi, Tom Weidong Cai, William M. Wells III, Alexandra J. Golby, Lauren J. O'Donnell
:
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction. ISBI 2017: 774-777 - [c93]Fan Zhang, Isaiah Norton, Weidong Cai, Yang Song
, William M. Wells III, Lauren J. O'Donnell
:
Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency. ISBI 2017: 796-799 - [c92]Yang Song
, Hang Chang, Heng Huang, Weidong Cai
:
Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification. MICCAI (3) 2017: 99-106 - [c91]Siqi Liu, Donghao Zhang
, Yang Song
, Hanchuan Peng, Weidong Cai
:
Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. MLMI@MICCAI 2017: 185-193 - [c90]Fan Zhang, Weining Wu
, Lipeng Ning
, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda
, Yang Song
, Weidong Cai
, Yogesh Rathi, Lauren J. O'Donnell
:
Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis. MICCAI (1) 2017: 556-565 - [c89]Yutong Xie
, Yong Xia, Jianpeng Zhang, David Dagan Feng, Michael J. Fulham
, Weidong Cai:
Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT. MICCAI (3) 2017: 656-664 - [c88]Xiaoqian Wang, Hong Chen, Weidong Cai, Dinggang Shen, Heng Huang:
Regularized Modal Regression with Applications in Cognitive Impairment Prediction. NIPS 2017: 1448-1458 - [p1]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. Cloud-Based Benchmarking of Medical Image Analysis 2017: 237-249 - [e3]Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, Manual Jorge Cardoso, Georg Langs, Bjoern H. Menze
, Dimitris N. Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang
, Albert C. S. Chung, Mark Jenkinson, Annemie Ribbens:
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10081, Springer 2017, ISBN 978-3-319-61187-7 [contents] - [i2]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu:
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. CoRR abs/1711.08580 (2017) - 2016
- [j32]Yuchen Yuan, Yi Shi, Changyang Li, Jinman Kim, Weidong Cai
, Zeguang Han
, David Dagan Feng:
DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations. BMC Bioinform. 17(S-17): 243-256 (2016) - [j31]Yang Song
, Weidong Cai
, Heng Huang, Dagan Feng, Yue Wang, Mei Chen:
Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors. BMC Bioinform. 17: 465:1-465:15 (2016) - [j30]Yang Song
, Qing Li, Dagan Feng, Ju Jia Zou, Weidong Cai
:
Texture image classification with discriminative neural networks. Comput. Vis. Media 2(4): 367-377 (2016) - [j29]Fan Zhang, Yang Song
, Weidong Cai
, Alexander G. Hauptmann, Sidong Liu
, Sonia Pujol, Ron Kikinis, Michael J. Fulham
, David Dagan Feng, Mei Chen:
Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing 177: 75-88 (2016) - [j28]Siqi Liu, Donghao Zhang
, Sidong Liu
, Dagan Feng, Hanchuan Peng, Weidong Cai
:
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking. Neuroinformatics 14(4): 387-401 (2016) - [j27]Fan Zhang, Yang Song
, Weidong Cai
, Sidong Liu
, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J. Fulham
, David Dagan Feng:
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Trans. Biomed. Eng. 63(5): 1058-1069 (2016) - [c87]Sidong Liu
, Yang Song
, Fan Zhang, Dagan Feng, Michael J. Fulham
, Tom Weidong Cai
:
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. BIH 2016: 285-294 - [c86]Yang Song
, Qing Li
, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai
:
Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. ECCV Workshops (1) 2016: 306-317 - [c85]Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song
, Ragini Verma, Carl-Fredrik Westin, Lauren J. O'Donnell
:
Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging. ISBI 2016: 564-567 - [c84]Donghao Zhang
, Siqi Liu, Sidong Liu
, Dagan Feng, Hanchuan Peng, Weidong Cai:
Reconstruction of 3D neuron morphology using Rivulet back-tracking. ISBI 2016: 598-601 - [c83]Afaf Tareef
, Yang Song
, Tom Weidong Cai
, Yue Wang, David Dagan Feng, Mei Chen:
Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement. ISBI 2016: 935-938 - [c82]Yang Song
, Weidong Cai, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, Mei Chen:
Texture analysis of tissue aging using global and cluster constrained local coding. ISBI 2016: 1229-1232 - [c81]Ju Han, Yunfu Wang, Weidong Cai
, Alexander Borowsky, Bahram Parvin, Hang Chang:
Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma. MICCAI (1) 2016: 72-80 - [c80]Yutong Xie
, Jianpeng Zhang, Sidong Liu
, Weidong Cai, Yong Xia:
Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features. MCV/BAMBI@MICCAI 2016: 116-125 - [c79]Hong Chen, Haifeng Xia, Heng Huang, Weidong Cai:
Error Analysis of Generalized Nyström Kernel Regression. NIPS 2016: 2541-2549 - [e2]Bjoern H. Menze
, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang
, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9601, Springer 2016, ISBN 978-3-319-42015-8 [contents] - 2015
- [j26]Sidong Liu
, Weidong Cai
, Siqi Liu, Fan Zhang, Michael J. Fulham
, Dagan Feng, Sonia Pujol, Ron Kikinis:
Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders. Brain Informatics 2(3): 167-180 (2015) - [j25]Sidong Liu
, Weidong Cai
, Siqi Liu, Fan Zhang, Michael J. Fulham
, Dagan Feng, Sonia Pujol, Ron Kikinis:
Multimodal neuroimaging computing: the workflows, methods, and platforms. Brain Informatics 2(3): 181-195 (2015) - [j24]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, Yue Wang, David Dagan Feng:
Locality-constrained Subcluster Representation Ensemble for lung image classification. Medical Image Anal. 22(1): 102-113 (2015) - [j23]Siqi Liu
, Sidong Liu
, Weidong Cai
, Hangyu Che, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael J. Fulham
:
Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease. IEEE Trans. Biomed. Eng. 62(4): 1132-1140 (2015) - [j22]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, David Dagan Feng, Yue Wang, Michael J. Fulham
, Mei Chen:
Large Margin Local Estimate With Applications to Medical Image Classification. IEEE Trans. Medical Imaging 34(6): 1362-1377 (2015) - [c78]Siqi Liu, Sidong Liu
, Tom Weidong Cai
, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis. ACALCI 2015: 350-359 - [c77]Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu
, Siqi Liu, David Dagan Feng, Mei Chen:
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI 2015: 436-445 - [c76]Hongchang Gao, Feiping Nie, Tom Weidong Cai
, Heng Huang:
Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF. CIKM 2015: 871-880 - [c75]Peng Li, Tom Weidong Cai, Heng Huang:
Weakly Supervised Natural Language Processing Framework for Abstractive Multi-Document Summarization: Weakly Supervised Abstractive Multi-Document Summarization. CIKM 2015: 1401-1410 - [c74]ChangYang Li, Yuchen Yuan, Weidong Cai, Yong Xia, David Dagan Feng:
Robust saliency detection via regularized random walks ranking. CVPR 2015: 2710-2717 - [c73]Yang Song
, Weidong Cai
, Qing Li
, Fan Zhang, David Dagan Feng, Heng Huang:
Fusing subcategory probabilities for texture classification. CVPR 2015: 4409-4417 - [c72]Afaf Tareef
, Yang Song
, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai
:
Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. DICTA 2015: 1-7 - [c71]Siqi Liu, Nur Hadi, Sidong Liu
, Sonia Pujol, Ron Kikinis, Fan Zhang, Dagan Feng, Weidong Cai
:
Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image. MRDM@ECIR 2015: 54-60 - [c70]Fan Zhang, Yang Song
, Weidong Cai, Adrien Depeursinge
, Henning Müller
:
USYD/HES-SO in the VISCERAL Retrieval Benchmark. MRDM@ECIR 2015: 139-143 - [c69]Shen Lu
, Yong Xia, Tom Weidong Cai
, David Dagan Feng:
Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging. EMBC 2015: 2251-2254 - [c68]Sidong Liu
, Tom Weidong Cai
, Siqi Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Subject-centered multi-view feature fusion for neuroimaging retrieval and classification. ICIP 2015: 2505-2509 - [c67]Fan Zhang, Weidong Cai, Yang Song
, Paul M. Young
, Daniela Traini
, Lucy Morgan
, Hui-Xin Ong
, Lachlan Buddle, Dagan Feng:
Beating cilia identification in fluorescence microscope images for accurate CBF measurement. ICIP 2015: 4496-4500 - [c66]Afaf Tareef
, Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, Dagan Feng, Mei Chen:
Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. ICONIP (1) 2015: 390-400 - [c65]Yang Song
, Weidong Cai
, Fan Zhang, Heng Huang, Yun Zhou, David Dagan Feng:
Bone texture characterization with fisher encoding of local descriptors. ISBI 2015: 5-8 - [c64]Siqi Liu, Sidong Liu
, Fan Zhang, Tom Weidong Cai, Sonia Pujol, Ron Kikinis, David Dagan Feng:
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes? ISBI 2015: 588-591 - [c63]Hongchang Gao, Lin Yan
, Weidong Cai
, Heng Huang:
Anatomical Annotations for Drosophila Gene Expression Patterns via Multi-Dimensional Visual Descriptors Integration: Multi-Dimensional Feature Learning. KDD 2015: 339-348 - [c62]Henning Müller
, Bjoern H. Menze
, Georg Langs
, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas:
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). MCV@MICCAI 2015: 3-9 - [c61]Fan Zhang, Yang Song
, Siqi Liu, Paul M. Young
, Daniela Traini
, Lucy Morgan
, Hui-Xin Ong
, Lachlan Buddle, Sidong Liu
, David Dagan Feng, Tom Weidong Cai
:
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. MICCAI (3) 2015: 300-307 - [i1]Siqi Liu, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael J. Fulham, Weidong Cai:
Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging. CoRR abs/1508.05683 (2015) - 2014
- [j21]Sidong Liu
, Weidong Cai
, Lingfeng Wen, David Dagan Feng, Sonia Pujol, Ron Kikinis, Michael J. Fulham
, Stefan Eberl:
Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization. Comput. Medical Imaging Graph. 38(6): 436-444 (2014) - [j20]Fan Zhang, Yang Song
, Weidong Cai
, Min-Zhao Lee, Yun Zhou, Heng Huang, Shimin Shan, Michael J. Fulham
, David Dagan Feng:
Lung Nodule Classification With Multilevel Patch-Based Context Analysis. IEEE Trans. Biomed. Eng. 61(4): 1155-1166 (2014) - [j19]Yang Song
, Weidong Cai
, Heng Huang, Xiaogang Wang, Yun Zhou, Michael J. Fulham
, David Dagan Feng:
Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies. IEEE Trans. Medical Imaging 33(2): 408-421 (2014) - [c60]Fan Zhang, Yang Song
, Sidong Liu
, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai
:
Latent Semantic Association for Medical Image Retrieval. DICTA 2014: 1-6 - [c59]Gillian Ng, Yang Song
, Weidong Cai
, Yun Zhou, Sidong Liu
, David Dagan Feng:
Hierarchical and binary spatial descriptors for lung nodule image retrieval. EMBC 2014: 6463-6466 - [c58]Qing Li
, Weidong Cai, Xiaogang Wang, Yun Zhou, David Dagan Feng, Mei Chen:
Medical image classification with convolutional neural network. ICARCV 2014: 844-848 - [c57]Sidong Liu
, Siqi Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Weidong Cai:
Propagation graph fusion for multi-modal medical content-based retrieval. ICARCV 2014: 849-854 - [c56]Afaf Tareef
, Yang Song
, Weidong Cai
, David Dagan Feng, Mei Chen:
Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. ICARCV 2014: 865-870 - [c55]Peng Fu, ChangYang Li, Quan-Sen Sun, Tom Weidong Cai
, David Dagan Feng:
Image noise level estimation based on a new adaptive superpixel classification. ICIP 2014: 2649-2653 - [c54]Fan Zhang, Weidong Cai, Yang Song, Paul M. Young
, Daniela Traini
, Lucy Morgan, Hui-Xin Ong
, Lachlan Buddle, Dagan Feng:
Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases. ISBI 2014: 193-196 - [c53]Weidong Cai, Fan Zhang, Yang Song, Sidong Liu
, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, Dagan Feng:
Automated feedback extraction for medical imaging retrieval. ISBI 2014: 907-910 - [c52]Hangyu Che, Sidong Liu
, Weidong Cai, Sonia Pujol, Ron Kikinis, Dagan Feng:
Co-neighbor multi-view spectral embedding for medical content-based retrieval. ISBI 2014: 911-914 - [c51]Siqi Liu, Sidong Liu
, Weidong Cai, Sonia Pujol, Ron Kikinis, Dagan Feng:
Early diagnosis of Alzheimer's disease with deep learning. ISBI 2014: 1015-1018 - [c50]Fan Zhang, Yang Song, Weidong Cai
, Yun Zhou, Michael J. Fulham
, Stefan Eberl, Shimin Shan, Dagan Feng:
A ranking-based lung nodule image classification method using unlabeled image knowledge. ISBI 2014: 1356-1359 - [c49]Henning Müller
, Bjoern H. Menze
, Georg Langs
, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). MCV 2014: 3-10 - [c48]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, David Dagan Feng, Mei Chen:
Large Margin Aggregation of Local Estimates for Medical Image Classification. MICCAI (2) 2014: 196-203 - [c47]De Wang, Yang Wang, Feiping Nie, Jingwen Yan, Tom Weidong Cai
, Andrew J. Saykin
, Li Shen
, Heng Huang:
Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model. MICCAI (3) 2014: 313-320 - [e1]Bjoern H. Menze
, Georg Langs
, Albert Montillo, B. Michael Kelm, Henning Müller
, Shaoting Zhang
, Tom Weidong Cai
, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8848, Springer 2014, ISBN 978-3-319-13971-5 [contents] - 2013
- [j18]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng, Mei Chen:
Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling. BMC Bioinform. 14: 173 (2013) - [j17]Ashnil Kumar
, Jinman Kim, Weidong Cai
, Michael J. Fulham
, Dagan Feng:
Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data. J. Digit. Imaging 26(6): 1025-1039 (2013) - [j16]Yang Song
, Weidong Cai
, Yun Zhou, David Dagan Feng:
Feature-Based Image Patch Approximation for Lung Tissue Classification. IEEE Trans. Medical Imaging 32(4): 797-808 (2013) - [c46]Fan Zhang, Yang Song
, Weidong Cai
, Yun Zhou, Shimin Shan, Dagan Feng:
Context Curves for Classification of Lung Nodule Images. DICTA 2013: 1-7 - [c45]Min-Zhao Lee, Weidong Cai, Yang Song
, Hiran Selvadurai, David Dagan Feng:
Fully automated scoring of chest radiographs in cystic fibrosis. EMBC 2013: 3965-3968 - [c44]Sidong Liu
, Weidong Cai, Yang Song
, Sonia Pujol, Ron Kikinis, Lingfeng Wen, David Dagan Feng:
Localized Sparse Code Gradient in Alzheimer's disease staging. EMBC 2013: 5398-5401 - [c43]Fan Zhang, Weidong Cai
, Yang Song
, Min-Zhao Lee, Shimin Shan, David Dagan Feng:
Overlapping node discovery for improving classification of lung nodules. EMBC 2013: 5461-5464 - [c42]Qing Li
, Weidong Cai, David Dagan Feng:
Lung image patch classification with automatic feature learning. EMBC 2013: 6079-6082 - [c41]Yang Song
, Weidong Cai, David Dagan Feng, Mei Chen:
Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information. EMBC 2013: 6087-6090 - [c40]Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang:
New Graph Structured Sparsity Model for Multi-label Image Annotations. ICCV 2013: 801-808 - [c39]Hua Wang, Feiping Nie, Weidong Cai
, Heng Huang:
Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization. ICCV 2013: 1145-1152 - [c38]Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang:
Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model. ICCV 2013: 1737-1744 - [c37]Sidong Liu
, Lelin Zhang
, Weidong Cai, Yang Song
, Zhiyong Wang, Lingfeng Wen, David Dagan Feng:
A supervised multiview spectral embedding method for neuroimaging classification. ICIP 2013: 601-605 - [c36]Lelin Zhang
, Sidong Liu
, Zhiyong Wang, Weidong Cai
, Yang Song
, David Dagan Feng:
Graph cuts based relevance feedback in image retrieval. ICIP 2013: 4358-4362 - [c35]Yang Song
, Weidong Cai, Yun Zhou, Lingfeng Wen, David Dagan Feng:
Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor. ISBI 2013: 198-201 - [c34]Sidong Liu
, Weidong Cai, Lingfeng Wen, Dagan Feng:
Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval. ISBI 2013: 202-205 - [c33]Sidong Liu
, Weidong Cai
, Lingfeng Wen, Dagan Feng:
Neuroimaging biomarker based prediction of Alzheimer'S disease severity with optimized graph construction. ISBI 2013: 1336-1339 - [c32]Yang Song
, Weidong Cai
, Heng Huang, Xiaogang Wang, Stefan Eberl, Michael J. Fulham
, Dagan Feng:
Similarity Guided Feature Labeling for Lesion Detection. MICCAI (1) 2013: 284-291 - [c31]Sidong Liu
, Yang Song
, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng:
Multifold Bayesian Kernelization in Alzheimer's Diagnosis. MICCAI (2) 2013: 303-310 - [c30]Yang Song
, Weidong Cai
, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng:
Discriminative Data Transform for Image Feature Extraction and Classification. MICCAI (2) 2013: 452-459 - [c29]Heng Huang, Jingwen Yan, Feiping Nie, Jin Huang, Weidong Cai, Andrew J. Saykin
, Li Shen
:
A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis. MICCAI (2) 2013: 625-632 - 2012
- [j15]Yang Song
, Weidong Cai
, Jinman Kim, David Dagan Feng:
A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images. IEEE Trans. Medical Imaging 31(5): 1061-1075 (2012) - [c28]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng:
Object localization in medical images based on graphical model with contrast and interest-region terms. CVPR Workshops 2012: 1-7 - [c27]Yang Song
, Weidong Cai
, David Dagan Feng:
Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. DICTA 2012: 1-6 - [c26]Sidong Liu
, Weidong Cai
, Lingfeng Wen, David Dagan Feng:
Multiscale and multiorientation feature extraction with degenerative patterns for 3D neuroimaging retrieval. ICIP 2012: 1249-1252 - [c25]Yang Song
, Weidong Cai, David Dagan Feng:
Global context inference for adaptive abnormality detection in PET-CT images. ISBI 2012: 482-485 - [c24]Yang Song
, Weidong Cai
, Yue Wang, David Dagan Feng:
Location classification of lung nodules with optimized graph construction. ISBI 2012: 1439-1442 - [c23]Weidong Cai, Yang Song
, David Dagan Feng:
Regression and classification based distance metric learning for medical image retrieval. ISBI 2012: 1775-1778 - [c22]Yang Song, Weidong Cai
, Yun Zhou, Dagan Feng:
Thoracic Abnormality Detection with Data Adaptive Structure Estimation. MICCAI (1) 2012: 74-81 - [c21]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng:
Context Enhanced Graphical Model for Object Localization in Medical Images. MCV 2012: 194-205 - 2011
- [c20]Xian Shi, Lingfeng Wen, Weidong Cai
, David Dagan Feng:
A Study on Static Image Derived Input Function for Non-invasively Constructing Parametric Image in Functional Imaging. DICTA 2011: 314-318 - [c19]Yang Song
, Weidong Cai, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Thoracic image matching with appearance and spatial distribution. EMBC 2011: 4469-4472 - [c18]Sidong Liu
, Weidong Cai
, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval. EMBC 2011: 7009-7012 - [c17]Sidong Liu
, Weidong Cai, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Localized functional neuroimaging retrieval using 3D discrete curvelet transform. ISBI 2011: 1877-1880 - [c16]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Thoracic image case retrieval with spatial and contextual information. ISBI 2011: 1885-1888 - [c15]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference. MICCAI (3) 2011: 191-198 - 2010
- [j14]Weihong Deng
, Jiani Hu, Jun Guo, Weidong Cai
, David Dagan Feng:
Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach. Pattern Recognit. 43(5): 1748-1762 (2010) - [j13]Weihong Deng
, Jiani Hu, Jun Guo, Weidong Cai
, David Dagan Feng:
Emulating biological strategies for uncontrolled face recognition. Pattern Recognit. 43(6): 2210-2223 (2010) - [c14]Sidong Liu
, Lei Jing, Weidong Cai
, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Localized multiscale texture based retrieval of neurological image. CBMS 2010: 243-248 - [c13]Yang Song
, Weidong Cai, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
A content-based image retrieval framework for multi-modality lung images. CBMS 2010: 285-290 - [c12]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval. DICTA 2010: 152-157 - [c11]Weidong Cai
, Sidong Liu
, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
3D neurological image retrieval with localized pathology-centric CMRGlc patterns. ICIP 2010: 3201-3204
2000 – 2009
- 2009
- [j12]Jinman Kim, Weidong Cai
, David Dagan Feng:
Bridging the Feature Gaps for Retrieval of Multi-Dimensional Images. Int. J. Heal. Inf. Syst. Informatics 4(1): 34-46 (2009) - 2008
- [j11]Hoi-Kok Cheung, Wan-Chi Siu, David Dagan Feng, Tom Weidong Cai
:
New Block-Based Motion Estimation for Sequences with Brightness Variation and Its Application to Static Sprite Generation for Video Compression. IEEE Trans. Circuits Syst. Video Technol. 18(4): 522-527 (2008) - 2007
- [j10]Jinman Kim, Weidong Cai
, Stefan Eberl, David Dagan Feng:
Real-Time Volume Rendering Visualization of Dual-Modality PET/CT Images With Interactive Fuzzy Thresholding Segmentation. IEEE Trans. Inf. Technol. Biomed. 11(2): 161-169 (2007) - [j9]Lingfeng Wen, Stefan Eberl, David Dagan Feng, Tom Weidong Cai
, Jing Bai:
Fast and Reliable Estimation of Multiple Parametric Images Using an Integrated Method for Dynamic SPECT. IEEE Trans. Medical Imaging 26(2): 179-189 (2007) - 2006
- [j8]Jinman Kim, Weidong Cai
, David Dagan Feng, Hao Wu:
A New Way for Multidimensional Medical Data Management: Volume of Interest (VOI)-Based Retrieval of Medical Images With Visual and Functional Features. IEEE Trans. Inf. Technol. Biomed. 10(3): 598-607 (2006) - [j7]Jinman Kim, Weidong Cai
, David Dagan Feng, Stefan Eberl:
Segmentation of VOI From Multidimensional Dynamic PET Images by Integrating Spatial and Temporal Features. IEEE Trans. Inf. Technol. Biomed. 10(4): 637-646 (2006) - [c10]Hugh Macready, Jinman Kim, David Feng, Weidong Cai
:
Interactive dual-volume rendering visualization with real-time fusion and transfer function enhancement. Medical Imaging: Image-Guided Procedures 2006: 61412P - 2005
- [j6]Zhe Chen, David Dagan Feng, Weidong Cai
:
Temporal and Spatial Compression of Dynamic Positron Emission Tomography in Sinogram Domain. Int. J. Image Graph. 5(4): 839-858 (2005) - [j5]Zhe Chen, David Dagan Feng, Weidong Cai
, Roger R. Fulton
:
Performance evaluation of functional medical imaging compression via optimal sampling schedule designs and cluster analysis. IEEE Trans. Biomed. Eng. 52(5): 943-945 (2005) - 2003
- [c9]Zhe Chen, David Dagan Feng, Weidong Cai
:
Pathological lesion detection in 3D dynamic PET images using asymmetry. ICIAP 2003: 295-300 - 2002
- [j4]Weidong Cai
, David Dagan Feng, Roger R. Fulton
, Wan-Chi Siu:
Generalized linear least squares algorithms for modeling glucose metabolism in the human brain with corrections for vascular effects. Comput. Methods Programs Biomed. 68(1): 1-14 (2002) - [j3]David Dagan Feng, Weidong Cai
, Roger R. Fulton
:
Dynamic image data compression in the spatial and temporal domains: clinical issues and assessment. IEEE Trans. Inf. Technol. Biomed. 6(4): 262-268 (2002) - [c8]Jinman Kim, David Dagan Feng, Tom Weidong Cai
, Stefan Eberl:
Content access and distribution of multimedia medical data in E-health. ICME (2) 2002: 341-344 - [c7]Zhe Chen, David Dagan Feng, Weidong Cai:
Automatic Detection of PET Lesions. VIP 2002: 21-26 - 2001
- [j2]Weidong Cai, David Dagan Feng, Roger R. Fulton
:
Web-Based Digital Medical Images. IEEE Computer Graphics and Applications 21(1): 44-47 (2001) - [c6]Jinman Kim, David Dagan Feng, Tom Weidong Cai, Stefan Eberl:
Integrated Multimedia Medical Data Agent in E-Health. VIP 2001: 11-15 - [c5]Jinman Kim, David Dagan Feng, Tom Weidong Cai, Stefan Eberl:
A Solution to the Distribution and Standarization of Multimedia Medical Data in E-Health. VIP 2001: 161-164 - 2000
- [j1]Weidong Cai
, David Dagan Feng, Roger R. Fulton
:
Content-based retrieval of dynamic PET functional images. IEEE Trans. Inf. Technol. Biomed. 4(2): 152-158 (2000) - [c4]David Dagan Feng, Weidong Cai:
Visualization of Biomedical Processes: Local Quantitative Physiological Functions in Living Human Body. Computer Graphics International 2000: 319-324 - [c3]Jinman Kim, David Dagan Feng, Tom Weidong Cai:
A Web Based Medical Image Data Processing and Management System. VIP 2000: 89-91 - [c2]Yu S. Lim, David Dagan Feng, Tom Weidong Cai:
A Web-based Collaborative System for Medical Image Analysis and Diagnosis. VIP 2000: 93-95 - [c1]Tom Weidong Cai, David Dagan Feng, Roger R. Fulton:
A 3D Image Smoothing Method for Dynamic Functional Imaging. VIP 2000: 99-100
Coauthor Index
aka: Lauren J. O'Donnell
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