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Publication search results
found 48 matches
- 2024
- Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof:
Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. 91: 103000 (2024) - Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot:
Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images. Medical Image Anal. 91: 102997 (2024) - Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker:
DeepSSM: A blueprint for image-to-shape deep learning models. Medical Image Anal. 91: 103034 (2024) - João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou:
SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery. Medical Image Anal. 91: 102985 (2024) - Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang:
Mapping medical image-text to a joint space via masked modeling. Medical Image Anal. 91: 103018 (2024) - Chaoyu Chen, Xin Yang, Yuhao Huang, Wenlong Shi, Yan Cao, Mingyuan Luo, Xindi Hu, Lei Zhu, Lequan Yu, Kejuan Yue, Yuanji Zhang, Yi Xiong, Dong Ni, Weijun Huang:
FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound. Medical Image Anal. 91: 103013 (2024) - Buxin Chen, Zheng Zhang, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Prototyping optimization-based image reconstructions from limited-angular-range data in dual-energy CT. Medical Image Anal. 91: 103025 (2024) - Jingjing Dai, Guoya Dong, Chulong Zhang, Wenfeng He, Lin Liu, Tangsheng Wang, Yuming Jiang, Wei Zhao, Xiang Zhao, Yaoqin Xie, Xiaokun Liang:
Volumetric tumor tracking from a single cone-beam X-ray projection image enabled by deep learning. Medical Image Anal. 91: 102998 (2024) - Jian Dai, Tiange Liu, Drew A. Torigian, Yubing Tong, Shiwei Han, Pengju Nie, Jing Zhang, Ran Li, Fei Xie, Jayaram K. Udupa:
GA-Net: A geographical attention neural network for the segmentation of body torso tissue composition. Medical Image Anal. 91: 102987 (2024) - Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir M. Rajpoot:
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts. Medical Image Anal. 91: 102995 (2024) - Serge Vasylechko Didenko, Simon K. Warfield, Sila Kurugol, Onur Afacan:
Improved myelin water fraction mapping with deep neural networks using synthetically generated 3D data. Medical Image Anal. 91: 102966 (2024) - Xiaojing Feng, Xiaodong Zhang, Xiaojun Shi, Li Li, Shaopeng Wang:
ST-ITEF: Spatio-Temporal Intraoperative Task Estimating Framework to recognize surgical phase and predict instrument path based on multi-object tracking in keratoplasty. Medical Image Anal. 91: 103026 (2024) - Marc Fischer, Alexander Bartler, Bin Yang:
Prompt tuning for parameter-efficient medical image segmentation. Medical Image Anal. 91: 103024 (2024) - Danyang Gao, Ming Kong, Yongrui Zhao, Jing Huang, Zhengxing Huang, Kun Kuang, Fei Wu, Qiang Zhu:
Simulating doctors' thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning. Medical Image Anal. 91: 102982 (2024) - Wenfeng He, Chulong Zhang, Jingjing Dai, Lin Liu, Tangsheng Wang, Xuan Liu, Yuming Jiang, Na Li, Jing Xiong, Lei Wang, Yaoqin Xie, Xiaokun Liang:
A statistical deformation model-based data augmentation method for volumetric medical image segmentation. Medical Image Anal. 91: 102984 (2024) - Nicolas Honnorat, Sudha Seshadri, Ron Killiany, John Blangero, David C. Glahn, Peter T. Fox, Mohamad Habes:
Riemannian frameworks for the harmonization of resting-state functional MRI scans. Medical Image Anal. 91: 103043 (2024) - Nahid Ul Islam, Zongwei Zhou, Shiv Gehlot, Michael B. Gotway, Jianming Liang:
Seeking an optimal approach for Computer-aided Diagnosis of Pulmonary Embolism. Medical Image Anal. 91: 102988 (2024) - Graciela Juez-Castillo, Brayan Valencia-Vidal, Lina M. Orrego, María Cabello-Donayre, Laura Montosa-Hidalgo, José M. Pérez-Victoria:
FiCRoN, a deep learning-based algorithm for the automatic determination of intracellular parasite burden from fluorescence microscopy images. Medical Image Anal. 91: 103036 (2024) - Mohamad Kassab, Muhammad Jehanzaib, Kayhan Basak, Derya Demir, G. Evren Keles, Mehmet Turan:
FFPE++: Improving the quality of formalin-fixed paraffin-embedded tissue imaging via contrastive unpaired image-to-image translation. Medical Image Anal. 91: 102992 (2024) - Boah Kim, Yujin Oh, Bradford J. Wood, Ronald M. Summers, Jong Chul Ye:
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation. Medical Image Anal. 91: 103022 (2024) - Florentin Liebmann, Marco von Atzigen, Dominik Stütz, Julian Wolf, Lukas Zingg, Daniel Suter, Nicola Cavalcanti, Laura Leoty, Hooman Esfandiari, Jess Gerrit Snedeker, Martin R. Oswald, Marc Pollefeys, Mazda Farshad, Philipp Fürnstahl:
Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery. Medical Image Anal. 91: 103027 (2024) - Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed:
Do we really need dice? The hidden region-size biases of segmentation losses. Medical Image Anal. 91: 103015 (2024) - Pei Liu, Luping Ji, Feng Ye, Bo Fu:
AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. Medical Image Anal. 91: 103020 (2024) - Hong Liu, Dong Wei, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng:
Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. Medical Image Anal. 91: 103019 (2024) - Ricards Marcinkevics, Patricia Reis Wolfertstetter, Ugne Klimiene, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Ece Ozkan, Christian Knorr, Julia E. Vogt:
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis. Medical Image Anal. 91: 103042 (2024) - Simon Oxenford, Ana Sofía Ríos, Barbara Hollunder, Clemens Neudorfer, Alexandre Boutet, Gavin J. B. Elias, Jürgen Germann, Aaron Loh, Wissam Deeb, Bryan Salvato, Leonardo Almeida, Kelly D. Foote, Robert S. C. Amaral, Paul B. Rosenberg, David F. Tang-Wai, David A. Wolk, Anna D. Burke, Marwan N. Sabbagh, Stephen Salloway, M. Mallar Chakravarty, Gwenn S. Smith, Constantine G. Lyketsos, Michael S. Okun, William S. Anderson, Zoltan Mari, Francisco A. Ponce, Andres M. Lozano, Wolf-Julian Neumann, Bassam Al-Fatly, Andreas Horn:
WarpDrive: Improving spatial normalization using manual refinements. Medical Image Anal. 91: 103041 (2024) - Jiazhen Pan, Manal Hamdi, Wenqi Huang, Kerstin Hammernik, Thomas Küstner, Daniel Rueckert:
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI. Medical Image Anal. 91: 103017 (2024) - Sangjoon Park, Eun Sun Lee, Kyung Sook Shin, Jeong Eun Lee, Jong Chul Ye:
Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology. Medical Image Anal. 91: 103021 (2024) - Daniele Ravì, Frederik Barkhof, Daniel C. Alexander, Lemuel Puglisi, Geoffrey J. M. Parker, Arman Eshaghi:
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training. Medical Image Anal. 91: 103033 (2024) - Ahmed H. Shahin, An Zhao, Alexander C. Whitehead, Daniel C. Alexander, Joseph Jacob, David Barber:
CenTime: Event-conditional modelling of censoring in survival analysis. Medical Image Anal. 91: 103016 (2024)
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