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Medical Image Analysis, Volume 79
Volume 79, July 2022
- Hailin Yue, Jin Liu, Junjian Li
, Hulin Kuang
, Jinyi Lang, Jianhong Cheng, Lin Peng, Yongtao Han, Harrison Bai
, Yuping Wang, Qifeng Wang, Jianxin Wang
:
MLDRL: Multi-loss disentangled representation learning for predicting esophageal cancer response to neoadjuvant chemoradiotherapy using longitudinal CT images. 102423 - Alain Lalande
, Zhihao Chen
, Thibaut Pommier
, Thomas Decourselle
, Abdul Qayyum, Michel Salomon
, Dominique Ginhac
, Youssef Skandarani, Arnaud Boucher
, Khawla Brahim, Marleen de Bruijne
, Robin Camarasa
, Teresa M. Correia
, Xue Feng
, Kibrom Berihu Girum
, Anja Hennemuth
, Markus Hüllebrand
, Raabid Hussain, Matthias Ivantsits
, Jun Ma
, Craig H. Meyer
, Rishabh Sharma
, Jixi Shi, Nikolaos V. Tsekos, Marta Varela
, Xiyue Wang
, Sen Yang
, Hannu Zhang, Yichi Zhang
, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau:
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. 102428 - Qiu-Hua Lin
, Yan-Wei Niu
, Jing Sui, Wen-Da Zhao, Chuanjun Zhuo, Vince D. Calhoun
:
SSPNet: An interpretable 3D-CNN for classification of schizophrenia using phase maps of resting-state complex-valued fMRI data. 102430 - Rui Zeng, Jinglei Lv
, He Wang
, Luping Zhou, Michael Barnett
, Fernando Calamante
, Chenyu Wang
:
FOD-Net: A deep learning method for fiber orientation distribution angular super resolution. 102431 - Di Wang
, Yue Pan, Oguz C. Durumeric, Joseph M. Reinhardt
, Eric A. Hoffman
, Joyce D. Schroeder
, Gary E. Christensen
:
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints. 102434 - Yean Zhu
, Wei Lu, Ruoqi Zhang, Rui Wang, Dan Robbins:
Dual-channel cascade pose estimation network trained on infrared thermal image and groundtruth annotation for real-time gait measurement. 102435 - Hyeonwoo Cho, Kazuya Nishimura, Kazuhide Watanabe
, Ryoma Bise
:
Effective pseudo-labeling based on heatmap for unsupervised domain adaptation in cell detection. 102436 - Yamil Vindas
, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux
, Philippe Delachartre:
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization. 102437 - Qingbo Kang
, Qicheng Lao
, Yiyue Li
, Zekun Jiang
, Yue Qiu
, Shaoting Zhang
, Kang Li
:
Thyroid nodule segmentation and classification in ultrasound images through intra- and inter-task consistent learning. 102443 - Xuxin Chen
, Ximin Wang, Ke Zhang
, Kar-Ming Fung
, Theresa C. Thai, Kathleen N. Moore, Robert S. Mannel, Hong Liu, Bin Zheng
, Yuchen Qiu:
Recent advances and clinical applications of deep learning in medical image analysis. 102444 - Thomas Joyce, Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke
:
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. 102445 - Jiazhou Chen
, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative:
Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis. 102446 - Kaiping Wang, Bo Zhan, Chen Zu, Xi Wu, Jiliu Zhou, Luping Zhou
, Yan Wang:
Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning. 102447 - Qi Lu
, Wan Liu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye
, Yaou Liu:
A transfer learning approach to few-shot segmentation of novel white matter tracts. 102454 - Heying Wang
, Qince Li
, Yongfeng Yuan, Ze Zhang, Kuanquan Wang
, Henggui Zhang:
Inter-subject registration-based one-shot segmentation with alternating union network for cardiac MRI images. 102455 - Shen Zhao, Bin Chen, Heyou Chang, Bo Chen, Shuo Li
:
Reasoning discriminative dictionary-embedded network for fully automatic vertebrae tumor diagnosis. 102456 - Chen Yang
, Xiaoqing Guo
, Zhen Chen
, Yixuan Yuan
:
Source free domain adaptation for medical image segmentation with fourier style mining. 102457 - Zhenxi Zhang, Chunna Tian, Harrison X. Bai, Zhicheng Jiao, Xilan Tian:
Discriminative error prediction network for semi-supervised colon gland segmentation. 102458 - Xiaoyan Wang, Yiwen Yuan
, Dongyan Guo, Xiaojie Huang, Ying Cui, Ming Xia, Zhenhua Wang, Cong Bai, Shengyong Chen:
SSA-Net: Spatial self-attention network for COVID-19 pneumonia infection segmentation with semi-supervised few-shot learning. 102459 - Yaopeng Peng
, Hao Zheng, Lichun Zhang, Milan Sonka
, Danny Z. Chen
:
CMC-Net: 3D calf muscle compartment segmentation with sparse annotation. 102460 - Jiamin Liang, Xin Yang, Yuhao Huang, Haoming Li, Shuangchi He
, Xindi Hu, Zejian Chen
, Wufeng Xue, Jun Cheng
, Dong Ni
:
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis. 102461 - Ziyu Su
, Thomas E. Tavolara, Gabriel Carreno-Galeano, Sang Jin Lee, Metin N. Gurcan
, M. Khalid Khan Niazi:
Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. 102462 - Lu Zhang, Li Wang, Dajiang Zhu
, Alzheimer's Disease Neuroimaging Initiative:
Predicting brain structural network using functional connectivity. 102463 - Yoni Schirris
, Efstratios Gavves
, Iris Nederlof
, Hugo Mark Horlings, Jonas Teuwen
:
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer. 102464 - Esther Puyol-Antón
, Baldeep S. Sidhu
, Justin Gould
, Bradley Porter, Mark K. Elliott
, Vishal Mehta
, Christopher A. Rinaldi
, Andrew P. King
:
A multimodal deep learning model for cardiac resynchronisation therapy response prediction. 102465 - Sachin Mehta
, Ximing Lu
, Wenjun Wu, Donald L. Weaver, Hannaneh Hajishirzi, Joann G. Elmore, Linda G. Shapiro
:
End-to-End diagnosis of breast biopsy images with transformers. 102466 - Yongtao Zhang, Ning Yuan
, Zhiguo Zhang, Jie Du
, Tianfu Wang, Bing Liu, Aocai Yang, Kuan Lv, Guolin Ma
, Baiying Lei
:
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer. 102467 - M. Emre Celebi, Catarina Barata
, Allan Halpern
, Philipp Tschandl, Marc Combalia, Yuan Liu:
Guest editorial: Image analysis in dermatology. 102468 - Bas H. M. van der Velden
, Hugo J. Kuijf
, Kenneth G. A. Gilhuijs
, Max A. Viergever
:
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis. 102470 - Tiago Azevedo
, Alexander Campbell
, Rafael Romero-Garcia
, Luca Passamonti, Richard A. I. Bethlehem, Pietro Liò
, Nicola Toschi
:
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data. 102471 - Pu Huang
, Dengwang Li, Zhicheng Jiao, Dongming Wei
, Bing Cao
, Zhanhao Mo, Qian Wang, Han Zhang, Dinggang Shen:
Common feature learning for brain tumor MRI synthesis by context-aware generative adversarial network. 102472 - Christian Abbet
, Linda Studer, Andreas Fischer
, Heather Dawson, Inti Zlobec
, Behzad Bozorgtabar
, Jean-Philippe Thiran
:
Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection. 102473 - Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler
, Amelie Echle
, Oliver Lester Saldanha, Faisal Mahmood, Ming Y. Lu
, Christian Trautwein, Rupert Langer
, Bastian Dislich, Roman David Bülow
, Heike Irmgard Grabsch, Hermann Brenner
, Jenny Chang-Claude, Elizabeth Alwers
, Titus J. Brinker
, Firas Khader, Daniel Truhn, Nadine T. Gaisa
, Peter Boor, Michael Hoffmeister
, Volkmar Schulz, Jakob Nikolas Kather
:
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. 102474 - Walter H. L. Pinaya
, Petru-Daniel Tudosiu
, Robert J. Gray, Geraint Rees
, Parashkev Nachev, Sébastien Ourselin
, M. Jorge Cardoso
:
Unsupervised brain imaging 3D anomaly detection and segmentation with transformers. 102475 - Philippe Karan, Alexis Reymbaut
, Guillaume Gilbert
, Maxime Descoteaux
:
Bridging the gap between constrained spherical deconvolution and diffusional variance decomposition via tensor-valued diffusion MRI. 102476 - Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn
, Sung-Hong Park
, Won-Jin Moon
, Jong Chul Ye:
Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization. 102477 - Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi
, Nasir M. Rajpoot:
Nucleus classification in histology images using message passing network. 102480
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