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ORCIDMedical Image Analysis, Volume 89
Volume 89, October 2023
- Robert Wright
, Alberto Gómez, Veronika A. Zimmer, Nicolas Toussaint, Bishesh Khanal, Jacqueline Matthew, Emily Skelton, Bernhard Kainz, Daniel Rueckert, Joseph V. Hajnal, Julia A. Schnabel:
Fast fetal head compounding from multi-view 3D ultrasound. 102793 - Tiancheng Lin, Zhimiao Yu, Zengchao Xu, Hongyu Hu, Yi Xu, Chang Wen Chen:
SGCL: Spatial guided contrastive learning on whole-slide pathological images. 102845 - Stine Hansen, Srishti Gautam, Suaiba Amina Salahuddin, Michael Kampffmeyer, Robert Jenssen:
ADNet++: A few-shot learning framework for multi-class medical image volume segmentation with uncertainty-guided feature refinement. 102870 - Mohsen Gholami, Rabab Ward, Ravneet Mahal, Maryam S. Mirian, Kevin Yen, Kye Won Park, Martin J. McKeown, Z. Jane Wang:
Automatic labeling of Parkinson's Disease gait videos with weak supervision. 102871 - Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang:
Multi-target landmark detection with incomplete images via reinforcement learning and shape prior embedding. 102875 - Zhongliang Jiang, Septimiu E. Salcudean, Nassir Navab:
Robotic ultrasound imaging: State-of-the-art and future perspectives. 102878 - Chuyan Zhang, Hao Zheng, Yun Gu:
Dive into the details of self-supervised learning for medical image analysis. 102879 - Jiantao Pu, Naciye Sinem Gezer, Shangsi Ren, Aylin Ozgen Alpaydin, Emre Ruhat Avci, Michael G. Risbano, Belinda Rivera-Lebron, Stephen Yu-Wah Chan, Joseph K. Leader:
Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining. 102882 - Meiling Wang, Wei Shao, Shuo Huang, Daoqiang Zhang:
Hypergraph-regularized multimodal learning by graph diffusion for imaging genetics based Alzheimer's Disease diagnosis. 102883 - Mengdi Gao, Hongyang Jiang, Lei Zhu, Zhe Jiang, Mufeng Geng, Qiushi Ren, Yanye Lu:
Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis. 102884 - Kyungmo Kim, Kyoungbun Lee, Sungduk Cho, Dong Un Kang, Seongkeun Park, Yunsook Kang, Hyunjeong Kim, Gheeyoung Choe, Kyung Chul Moon, Kyu Sang Lee, Jeong Hwan Park, Choyeon Hong, Ramin Nateghi, Fattaneh Pourakpour, Xiyue Wang, Sen Yang, Seyed Alireza Fatemi Jahromi, Aliasghar Khani, Hwa-Rang Kim, Doo-Hyun Choi, Chang Hee Han, Jin Tae Kwak, Fan Zhang, Bing Han, David Joon Ho, Gyeong Hoon Kang, Se Young Chun, Won-Ki Jeong, Peom Park, Jinwook Choi:
PAIP 2020: Microsatellite instability prediction in colorectal cancer. 102886 - Alexander Bigalke, Lasse Hansen, Jasper Diesel, Carlotta Hennigs, Philipp Rostalski, Mattias P. Heinrich:
Anatomy-guided domain adaptation for 3D in-bed human pose estimation. 102887 - Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. 102888 - Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang:
BayeSeg: Bayesian modeling for medical image segmentation with interpretable generalizability. 102889 - Hangchen Xiang, Junyi Shen, Qingguo Yan, Meilian Xu, Xiaoshuang Shi, Xiaofeng Zhu:
Multi-scale representation attention based deep multiple instance learning for gigapixel whole slide image analysis. 102890 - Lydia Neary-Zajiczek, Linas Beresna, Benjamin Razavi, Vijay Pawar, Michael J. Shaw, Danail Stoyanov:
Minimum resolution requirements of digital pathology images for accurate classification. 102891 - Lin Zhao, Zihao Wu, Haixing Dai, Zhengliang Liu, Xintao Hu, Tuo Zhang, Dajiang Zhu, Tianming Liu:
A generic framework for embedding human brain function with temporally correlated autoencoder. 102892 - Kyungjin Cho, Jeeyoung Kim, Ki Duk Kim, Seungju Park, Junsik Kim, Jihye Yun, Yura Ahn, Sang Young Oh, Sang Min Lee, Joon Beom Seo, Namkug Kim:
MuSiC-ViT: A multi-task Siamese convolutional vision transformer for differentiating change from no-change in follow-up chest radiographs. 102894 - Chantal Pellegrini, Nassir Navab, Anees Kazi:
Unsupervised pre-training of graph transformers on patient population graphs. 102895 - Zhengyang Jiao, Xingchen Peng, Yan Wang, Jianghong Xiao, Dong Nie, Xi Wu, Xin Wang, Jiliu Zhou, Dinggang Shen:
TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification. 102902 - Simona Bottani, Ninon Burgos, Aurélien Maire, Dario Saracino, Sebastian Ströer, Didier Dormont, Olivier Colliot:
Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse. 102903 - Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. 102904 - Lu Tang, Chuangeng Tian, Hang Yang, Zhiming Cui, Yu Hui, Kai Xu, Dinggang Shen:
TS-DSANN: Texture and shape focused dual-stream attention neural network for benign-malignant diagnosis of thyroid nodules in ultrasound images. 102905 - Shen Zhao, Jinhong Wang, Xinxin Wang, Yikang Wang, Hanying Zheng, Bin Chen, An Zeng, Fuxin Wei, Sadeer Al-Kindi, Shuo Li:
Attractive deep morphology-aware active contour network for vertebral body contour extraction with extensions to heterogeneous and semi-supervised scenarios. 102906 - Xiangyu Li, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li:
Curriculum label distribution learning for imbalanced medical image segmentation. 102911 - Méghane Decroocq, Carole Frindel, Pierre Rougé, Makoto Ohta, Guillaume Lavoué:
Modeling and hexahedral meshing of cerebral arterial networks from centerlines. 102912 - Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker:
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. 102914 - Pushpak Pati, Guillaume Jaume, Zeineb Ayadi, Kevin Thandiackal, Behzad Bozorgtabar, Maria Gabrani, Orcun Goksel:
Weakly supervised joint whole-slide segmentation and classification in prostate cancer. 102915 - Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma:
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging. 102916 - Ankita Joshi, Yi Hong:
R2Net: Efficient and flexible diffeomorphic image registration using Lipschitz continuous residual networks. 102917 - Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang:
Segment anything model for medical image analysis: An experimental study. 102918 - Rafic Nader, Romain Bourcier, Florent Autrusseau:
Using deep learning for an automatic detection and classification of the vascular bifurcations along the Circle of Willis. 102919 - Anusha Aswath, Ahmad Alsahaf, Ben N. G. Giepmans, George Azzopardi:
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey. 102920 - Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, Anantharaman Ramasamy, Yue Gu, Yaqi Wang, Ryo Torii, Jouke Dijkstra, Huiyu Zhou, Christos V. Bourantas, Qianni Zhang:
POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation. 102922 - Boqi Chen, Kevin Thandiackal, Pushpak Pati, Orcun Goksel:
Generative appearance replay for continual unsupervised domain adaptation. 102924 - Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal:
WarpPINN: Cine-MR image registration with physics-informed neural networks. 102925 - Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Charles M. Laymon, Pauline Maillard, James D. Wilson, Chang-Le Chen, Ciprian M. Crainiceanu, Charles DeCarli, Seong Jae Hwang, Dana L. Tudorascu:
MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data. 102926 - Xiongbiao Luo, Lixin Xie, Hui-Qing Zeng, Xiaoying Wang, Shiyue Li:
Monocular endoscope 6-DoF tracking with constrained evolutionary stochastic filtering. 102928 - Ji Lin, Xingru Huang, Huiyu Zhou, Yaqi Wang, Qianni Zhang:
Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images. 102929 - Geng Hu, Baomin Wang, Boxian Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia:
From WSI-level to patch-level: Structure prior-guided binuclear cell fine-grained detection. 102931 - Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng:
Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training. 102933
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