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Medical Image Analysis, Volume 79
Volume 79, July 2022
- Hailin Yue, Jin Liu, Junjian Li
, Hulin Kuang
MLDRL: Multi-loss disentangled representation learning for predicting esophageal cancer response to neoadjuvant chemoradiotherapy using longitudinal CT images. 102423 - Alain Lalande
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. 102428 - Qiu-Hua Lin
SSPNet: An interpretable 3D-CNN for classification of schizophrenia using phase maps of resting-state complex-valued fMRI data. 102430 - Rui Zeng, Jinglei Lv
FOD-Net: A deep learning method for fiber orientation distribution angular super resolution. 102431 - Di Wang
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints. 102434 - Yean Zhu
Dual-channel cascade pose estimation network trained on infrared thermal image and groundtruth annotation for real-time gait measurement. 102435 - Hyeonwoo Cho
Effective pseudo-labeling based on heatmap for unsupervised domain adaptation in cell detection. 102436 - Yamil Vindas
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization. 102437 - Qingbo Kang
Thyroid nodule segmentation and classification in ultrasound images through intra- and inter-task consistent learning. 102443 - Xuxin Chen
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
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
Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning. 102447 - Qi Lu
A transfer learning approach to few-shot segmentation of novel white matter tracts. 102454 - Heying Wang
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
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
SSA-Net: Spatial self-attention network for COVID-19 pneumonia infection segmentation with semi-supervised few-shot learning. 102459 - Yaopeng Peng
CMC-Net: 3D calf muscle compartment segmentation with sparse annotation. 102460 - Jiamin Liang, Xin Yang, Yuhao Huang
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis. 102461 - Ziyu Su
Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. 102462 - Lu Zhang, Li Wang, Dajiang Zhu
Predicting brain structural network using functional connectivity. 102463 - Yoni Schirris
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
A multimodal deep learning model for cardiac resynchronisation therapy response prediction. 102465 - Sachin Mehta
End-to-End diagnosis of breast biopsy images with transformers. 102466 - Yongtao Zhang, Ning Yuan
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer. 102467 - M. Emre Celebi, Catarina Barata
Guest editorial: Image analysis in dermatology. 102468 - Bas H. M. van der Velden
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis. 102470 - Tiago Azevedo
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data. 102471 - Pu Huang
Common feature learning for brain tumor MRI synthesis by context-aware generative adversarial network. 102472 - Christian Abbet
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
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. 102474 - Walter H. L. Pinaya
Unsupervised brain imaging 3D anomaly detection and segmentation with transformers. 102475 - Philippe Karan, Alexis Reymbaut
Bridging the gap between constrained spherical deconvolution and diffusional variance decomposition via tensor-valued diffusion MRI. 102476 - Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn
Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization. 102477 - Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi
Nucleus classification in histology images using message passing network. 102480
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