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ORCIDMedical Image Analysis, Volume 94
Volume 94, 2024
- Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher
, Michael B. Gotway, Jianming Liang:
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? 103086 - Tamaz Amiranashvili, David Lüdke, Hongwei Bran Li, Stefan Zachow, Bjoern H. Menze:
Learning continuous shape priors from sparse data with neural implicit functions. 103099 - Yuanzheng Ma, Wangting Zhou, Rui Ma, Erqi Wang, Sihua Yang, Yansong Tang, Xiao-Ping Zhang, Xun Guan:
DOVE: Doodled vessel enhancement for photoacoustic angiography super resolution. 103106 - Abel Díaz Berenguer, Maryna Kvasnytsia, Matías Nicolás Bossa, Tanmoy Mukherjee, Nikos Deligiannis, Hichem Sahli:
Semi-supervised medical image classification via distance correlation minimization and graph attention regularization. 103107 - Julià Camps, Lucas Arantes Berg, Zhinuo Jenny Wang, Rafael Sebastián, Leto Luana Riebel, Rubén Doste, Xin Zhou, Rafael Sachetto Oliveira, James A. Coleman, Brodie Lawson, Vicente Grau, Kevin Burrage, Alfonso Bueno-Orovio, Rodrigo Weber dos Santos, Blanca Rodríguez:
Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for in silico clinical trials. 103108 - Beidi Zhao, Wenlong Deng, Zi Han (henry) Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li:
LESS: Label-efficient multi-scale learning for cytological whole slide image screening. 103109 - Min Shi, Yu Tian, Yan Luo, Tobias Elze, Mengyu Wang:
RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps. 103110 - Jiawei Su, Zhiming Luo, Sheng Lian, Dazhen Lin, Shaozi Li:
Mutual learning with reliable pseudo label for semi-supervised medical image segmentation. 103111 - Zhanshi Zhu, Xinghua Ma, Wei Wang, Suyu Dong, Kuanquan Wang, Lianming Wu, Gongning Luo, Guohua Wang, Shuo Li:
Boosting knowledge diversity, accuracy, and stability via tri-enhanced distillation for domain continual medical image segmentation. 103112 - 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. 103120 - Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur:
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. 103121 - Jianxun Ren, Ning An, Youjia Zhang, Danyang Wang, Zhenyu Sun, Cong Lin, Weigang Cui, Weiwei Wang, Ying Zhou, Wei Zhang, Qingyu Hu, Ping Zhang, Dan Hu, Danhong Wang, Hesheng Liu:
SUGAR: Spherical ultrafast graph attention framework for cortical surface registration. 103122 - Lei Tong, Adam Corrigan, Navin Rathna Kumar, Kerry Hallbrook, Jonathan Orme, Yinhai Wang, Huiyu Zhou:
CLANet: A comprehensive framework for cross-batch cell line identification using brightfield images. 103123 - Ruining Deng, Can Cui, Lucas W. Remedios, Shunxing Bao, R. Michael Womick, Sophie Chiron, Jia Li, Joseph T. Roland, Ken S. Lau, Qi Liu, Keith T. Wilson, Yaohong Wang, Lori A. Coburn, Bennett A. Landman, Yuankai Huo:
Cross-scale multi-instance learning for pathological image diagnosis. 103124 - Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob:
Expectation maximisation pseudo labels. 103125 - Dominik Rivoir, Isabel Funke, Stefanie Speidel:
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis. 103126 - Riccardo Taiello, Melek Önen, Francesco Capano, Olivier Humbert, Marco Lorenzi:
Privacy preserving image registration. 103129 - Yibo Wang, Zhichao Ye, Mingwei Wen, Huageng Liang, Xuming Zhang:
TransVFS: A spatio-temporal local-global transformer for vision-based force sensing during ultrasound-guided prostate biopsy. 103130 - Adam Schmidt, Omid Mohareri, Simon P. DiMaio, Michael C. Yip, Septimiu E. Salcudean:
Tracking and mapping in medical computer vision: A review. 103131 - Mostafa Jahanifar, Adam Shephard, Neda Zamanitajeddin, Simon Graham, Shan E Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot:
Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures. 103132 - Zhengwang Xia, Tao Zhou, Saqib Mamoon, Jianfeng Lu:
Inferring brain causal and temporal-lag networks for recognizing abnormal patterns of dementia. 103133 - Álvaro Planchuelo-Gómez, Maxime Descoteaux, Hugo Larochelle, Jana Hutter, Derek K. Jones, Chantal M. W. Tax:
Optimisation of quantitative brain diffusion-relaxation MRI acquisition protocols with physics-informed machine learning. 103134 - Lintao Zhang, Lihong Wang, Minhui Yu, Rong Wu, David C. Steffens, Guy G. Potter, Mingxia Liu:
Hybrid representation learning for cognitive diagnosis in late-life depression over 5 years with structural MRI. 103135 - Shijie Zhao, Long Fang, Yang Yang, Guochang Tang, Guoxin Luo, Junwei Han, Tianming Liu, Xintao Hu:
Task sub-type states decoding via group deep bidirectional recurrent neural network. 103136 - Jianjia Zhang, Yunan Guo, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen:
Constructing hierarchical attentive functional brain networks for early AD diagnosis. 103137 - Zhihua Liu, Bin Yang, Yan Shen, Xuejun Ni, Sotirios A. Tsaftaris, Huiyu Zhou:
Long-short diffeomorphism memory network for weakly-supervised ultrasound landmark tracking. 103138 - Jiaqi Yang, Nitish Mehta, Gözde Merve Demirci, Xiaoling Hu, Meera S. Ramakrishnan, Mina Naguib, Chao Chen, Chia-Ling Tsai:
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images. 103139 - Haiyan Zhao, Hongjie Cai, Manhua Liu:
Transformer based multi-modal MRI fusion for prediction of post-menstrual age and neonatal brain development analysis. 103140 - Daniel Gut, Marco Trombini, Iwona Kucybala, Kamil Krupa, Milosz Rozynek, Silvana G. Dellepiane, Zbislaw Tabor, Wadim Wojciechowski:
Use of superpixels for improvement of inter-rater and intra-rater reliability during annotation of medical images. 103141 - Jun Lyu, Shuo Wang, Yapeng Tian, Jing Zou, Shunjie Dong, Chengyan Wang, Angelica I. Avilés-Rivero, Jing Qin:
STADNet: Spatial-Temporal Attention-Guided Dual-Path Network for cardiac cine MRI super-resolution. 103142 - Fabian Hörst, Moritz Rempe, Lukas Heine, Constantin Seibold, Julius Keyl, Giulia Baldini, Selma Ugurel, Jens Siveke, Barbara Grünwald, Jan Egger, Jens Kleesiek:
CellViT: Vision Transformers for precise cell segmentation and classification. 103143 - Wei Wang, Li Xiao, Gang Qu, Vince D. Calhoun, Yu-Ping Wang, Xiaoyan Sun:
Multiview hyperedge-aware hypergraph embedding learning for multisite, multiatlas fMRI based functional connectivity network analysis. 103144 - João Freitas, João Gomes Fonseca, Ana Claudia Tonelli, Jorge Correia-Pinto, Jaime C. Fonseca, Sandro F. Queiros:
Automatic multi-view pose estimation in focused cardiac ultrasound. 103146 - Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete:
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation. 103147 - Qiqi Lu, Jialong Li, Zifeng Lian, Xinyuan Zhang, Qianjin Feng, Wufan Chen, Jianhua Ma, Yanqiu Feng:
A model-based MR parameter mapping network robust to substantial variations in acquisition settings. 103148 - Martin J. Hetz, Tabea-Clara Bucher, Titus J. Brinker:
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images. 103149 - Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers:
Boundary-aware information maximization for self-supervised medical image segmentation. 103150 - Tianwei Zhang, Dong Wei, Mengmeng Zhua, Shi Gu, Yefeng Zheng:
Self-supervised learning for medical image data with anatomy-oriented imaging planes. 103151 - Stylianos Dritsas, Kenneth Wei De Chua, Zhi Hwee Goh, Robert E. Simpson:
Classification, registration and segmentation of ear canal impressions using convolutional neural networks. 103152 - Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick:
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. 103153 - Jiaqi Qu, Xiang Xiao, Xunbin Wei, Xiaohua Qian:
A causality-inspired generalized model for automated pancreatic cancer diagnosis. 103154 - Marc Aubreville, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch, Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Mitko Veta, Samir Jabari, Markus Eckstein, Jonas Annuscheit, Christian Krumnow, Engin Bozaba, Sercan Çayir, Hongyan Gu, Xiang Anthony Chen, Mostafa Jahanifar, Adam Shephard, Satoshi Kondo, Satoshi Kasai, Sujatha Kotte, VG Saipradeep, Maxime W. Lafarge, Viktor H. Koelzer, Ziyue Wang, Yongbing Zhang, Sen Yang, Xiyue Wang, Katharina Breininger, Christof A. Bertram:
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge. 103155 - Tim J. M. Jaspers, Tim Boers, Carolus H. J. Kusters, Martijn R. Jong, Jelmer B. Jukema, Albert J. de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen:
Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies. 103157 - Xin Wang, Sheng Wang, Honglin Xiong, Kai Xuan, Zixu Zhuang, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Lichi Zhang, Qian Wang:
Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing. 103158 - Yang Gao, Zhuang Xiong, Shanshan Shan, Yin Liu, Pengfei Rong, Min Li, Alan H. Wilman, G. Bruce Pike, Feng Liu, Hongfu Sun:
Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networks. 103160 - Yamid Espinel, Navid Rabbani, Thien Bao Bui, Mathieu Ribeiro, Emmanuel Buc, Adrien Bartoli:
Keyhole-aware laparoscopic augmented reality. 103161
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