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ORCIDComputerized Medical Imaging and Graphics, Volume 115
Volume 115, 2024
- Judit Csore, Trisha L. Roy, Graham A. Wright, Christof Karmonik:
Unsupervised classification of multi-contrast magnetic resonance histology of peripheral arterial disease lesions using a convolutional variational autoencoder with a Gaussian mixture model in latent space: A technical feasibility study. 102372 - Wenfeng Huang
, Xiangyun Liao, Hao Chen, Ying Hu, Wenjing Jia, Qiong Wang:
Deep local-to-global feature learning for medical image super-resolution. 102374 - Chia-Feng Juang, Ya-Wen Chuang, Guan-Wen Lin, I-Fang Chung, Ying-Chih Lo:
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images. 102375 - Luyu Tang, Songhui Diao, Chao Li, Miaoxia He, Kun Ru, Wenjian Qin:
Global contextual representation via graph-transformer fusion for hepatocellular carcinoma prognosis in whole-slide images. 102378 - Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani:
Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. 102379 - Xiaoguang Li, Yichao Zhou, Hongxia Yin, Pengfei Zhao, Ruowei Tang, Han Lv, Yating Qin, Li Zhuo, Zhenchang Wang:
Sub-features orthogonal decoupling: Detecting bone wall absence via a small number of abnormal examples for temporal CT images. 102380 - Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu:
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. 102381 - Hamed Aghapanah, Reza Rasti, Saeed Kermani, Faezeh Tabesh, Hossein Yousefi-Banaem, Hamidreza Pour Aliakbar, Hamid Sanei, William Paul Segars:
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI. 102382 - Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images. 102383 - Xuejie Li, Xianda Chi, Pinjie Huang, Qiong Liang, Jianpei Liu:
Deep neural network for the prediction of KRAS, NRAS, and BRAF genotypes in left-sided colorectal cancer based on histopathologic images. 102384 - Yeyun Gong, Yue-Ke Li, Rongrong Zhou, Zhan Liang, Yingying Zhang, Tingting Cheng, Zijian Zhang:
A novel approach for estimating lung tumor motion based on dynamic features in 4D-CT. 102385 - Md Navid Akbar, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan:
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. 102386 - Chunsu Park, Jeong-Woon Kang, Doen-Eon Lee, Wookon Son, Sang-Min Lee, Chankue Park, MinWoo Kim:
W-DRAG: A joint framework of WGAN with data random augmentation optimized for generative networks for bone marrow edema detection in dual energy CT. 102387 - Yuan Huang, Sven A. Holcombe, Stewart C. Wang, Jisi Tang:
A deep learning-based pipeline for developing multi-rib shape generative model with populational percentiles or anthropometrics as predictors. 102388 - Zhennong Chen, Hui Ren, Quanzheng Li, Xiang Li:
Motion correction and super-resolution for multi-slice cardiac magnetic resonance imaging via an end-to-end deep learning approach. 102389 - Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera:
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. 102390 - Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. 102391 - Ruisheng Su, Matthijs van der Sluijs, Yuan Chen, Sandra A. P. Cornelissen, Ruben van den Broek, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen, Danny Ruijters, Theo van Walsum:
CAVE: Cerebral artery-vein segmentation in digital subtraction angiography. 102392 - Zhanqiang Guo, Jianjiang Feng, Wangsheng Lu, Yin Yin, Guangming Yang, Jie Zhou:
Cross-modality cerebrovascular segmentation based on pseudo-label generation via paired data. 102393 - Chengfan Li, Liangbing Nie, Zhenkui Sun, Xuehai Ding, Quanyong Luo, Chentian Shen:
3DFRINet: A Framework for the Detection and Diagnosis of Fracture Related Infection in Low Extremities Based on 18F-FDG PET/CT 3D Images. 102394 - Renato Hermoza, Jacinto C. Nascimento, Gustavo Carneiro:
Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images. 102395 - Patty Coupeau, Jean-Baptiste Fasquel, Lucie Hertz-Pannier, Mickaël Dinomais:
GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion. 102396 - Jing Zou, Youyi Song, Lihao Liu, Angelica I. Avilés-Rivero, Jing Qin:
Unsupervised lung CT image registration via stochastic decomposition of deformation fields. 102397
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