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Results
Found 2778 publication records. Showing 2778 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Yutong Xie, Jianpeng Zhang, Lingqiao Liu, Hu Wang, Yiwen Ye, Johan Verjans, Yong Xia 0001 |
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation.  |
Medical Image Anal.  |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenfeng He, Chulong Zhang, Jingjing Dai, Lin Liu, Tangsheng Wang, Xuan Liu, Yuming Jiang 0005, Na Li, Jing Xiong, Lei Wang 0029, Yaoqin Xie, Xiaokun Liang |
A statistical deformation model-based data augmentation method for volumetric medical image segmentation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Zingman, Birgit Stierstorfer, Charlotte Lempp, Fabian Heinemann |
Learning image representations for anomaly detection: Application to discovery of histological alterations in drug development. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Danyang Gao, Ming Kong, Yongrui Zhao, Jing Huang, Zhengxing Huang, Kun Kuang, Fei Wu 0001, Qiang Zhu |
Simulating doctors' thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Hong Liu, Dong Wei 0004, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng 0001 |
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. |
2024 |
DBLP DOI BibTeX RDF |
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| 1 | Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang 0006, Munawar Hayat, Zhaolin Chen |
Deep learning based synthesis of MRI, CT and PET: Review and analysis. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yizhe Zhang 0001, Tao Zhou 0002, Yuhui Tao, Shuo Wang 0011, Ye Wu 0001, Benyuan Liu, Pengfei Gu, Qiang Chen 0004, Danny Z. Chen |
TestFit: A plug-and-play one-pass test time method for medical image segmentation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Ke Yu, Li Sun, Junxiang Chen, Maxwell Reynolds, Tigmanshu Chaudhary, Kayhan Batmanghelich |
DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Luyi Han, Tao Tan, Tianyu Zhang, Yunzhi Huang, Xin Wang, Yuan Gao, Jonas Teuwen, Ritse Mann |
Synthesis-based imaging-differentiation representation learning for multi-sequence 3D/4D MRI. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Müller-Franzes, Firas Khader, Philip Quirke, Nicholas P. West, Richard Gray 0005, Gordon G. A. Hutchins, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Alexander Brobeil, Tanwei Yuan, Jenny Chang-Claude, Michael Hoffmeister, Sebastian Foersch, Tianyu Han, Sebastian Keil, Maximilian Schulze-Hagen, Peter Isfort, Philipp Bruners, Georgios Kaissis, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather |
Encrypted federated learning for secure decentralized collaboration in cancer image analysis. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiangqiong Wu, Guanghua Tan, Hongxia Luo, Zhilun Chen, Bin Pu, Shengli Li 0001, Kenli Li 0001 |
A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Zehui Liao, Shishuai Hu, Yutong Xie, Yong Xia 0001 |
Modeling annotator preference and stochastic annotation error for medical image segmentation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink |
Generative modeling of living cells with SO(3)-equivariant implicit neural representations. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Chaoyu Chen, Xin Yang 0009, Yuhao Huang, Wenlong Shi, Yan Cao, Mingyuan Luo, Xindi Hu, Lei Zhu, Lequan Yu, Kejuan Yue, Yuanji Zhang, Yi Xiong, Dong Ni 0001, Weijun Huang |
FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Florentin Liebmann, Marco von Atzigen, Dominik Stütz, Julian Wolf 0001, 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Thara Nallamothu, Maurice Pradella, Michael Markl 0001, Philip Greenland, Rod S. Passman, Mohammed S. M. ElBaz |
Robust and fast stochastic 4D flow vector-field signature technique for quantifying composite flow dynamics from 4D flow MRI: Application to left atrial flow in atrial fibrillation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartlomiej W. Papiez |
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Pei Liu 0008, Luping Ji, Feng Ye, Bo Fu |
AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Lin Teng, Bin Wang, Xuanang Xu, Jiadong Zhang, Lanzhuju Mei, Qianjin Feng, Dinggang Shen |
Beam-wise dose composition learning for head and neck cancer dose prediction in radiotherapy. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Carole H. Sudre, Kimberlin M. H. van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou 0001, Tavia E. Evans, Ivan Ezhov, Haojun Gao, Marta Gironés-Sangüesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, Mohammad Arfan Ikram, Silvia Ingala, Hans Rolf Jäger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li 0088, Luigi Lorenzini, Bjoern H. Menze, José Luis Molinuevo, Yiwei Pan, Élodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Hélène Urien, Bas H. M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne |
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yan Wang 0015, Yanmei Luo, Chen Zu, Bo Zhan, Zhengyang Jiao, Xi Wu 0004, Jiliu Zhou, Dinggang Shen, Luping Zhou |
3D multi-modality Transformer-GAN for high-quality PET reconstruction. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaohan Xing, Meilu Zhu, Zhen Chen 0013, Yixuan Yuan |
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Marc Fischer 0003, Alexander Bartler, Bin Yang 0009 |
Prompt tuning for parameter-efficient medical image segmentation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Eneko Uruñuela, Javier Gonzalez-Castillo, Charles Zheng 0001, Peter A. Bandettini, César Caballero-Gaudes |
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu |
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Jingjing Dai, Guoya Dong, Chulong Zhang, Wenfeng He, Lin Liu, Tangsheng Wang, Yuming Jiang 0005, Wei Zhao 0029, 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas 0002, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso |
Acquisition-invariant brain MRI segmentation with informative uncertainties. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Piyush Tiwary, Kinjawl Bhattacharyya, Prathosh A. P. |
Cycle consistent twin energy-based models for image-to-image translation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Hassna Irzan, Michael Hütel, Helen O'Reilly, Sébastien Ourselin, Neil Marlow, Andrew Melbourne |
Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaoting Zhang 0001, Dimitris N. Metaxas |
On the challenges and perspectives of foundation models for medical image analysis. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin 0001 |
Cell classification with worse-case boosting for intelligent cervical cancer screening. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky |
Signal domain adaptation network for limited-view optoacoustic tomography. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu 0258, Guanbin Li, Xiang Wan, Tsung-Hui Chang |
Mapping medical image-text to a joint space via masked modeling. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Kazuma Kobayashi, Lin Gu 0003, Ryuichiro Hataya, Takaaki Mizuno, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Yasuyuki Takamizawa, Yukihiro Yoshida, Satoshi Nakamura, Nobuji Kouno, Amina Bolatkan, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto |
Sketch-based semantic retrieval of medical images. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert 0001, Uwe Schmidt, Wenhua Zhang, Jun Zhang 0018, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch 0001, Lihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, Min Xu, Mohammad Yaqub, Marie-Claire Blache, Benoît Piégu, Bertrand Vernay, Tim Scherr, Moritz Böhland, Katharina Löffler, Jiachen Li, Weiqin Ying, Chixin Wang, David R. J. Snead, Shan-E-Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot |
CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Chenhui Wang, Sirong Piao, Zhizhong Huang, Qi Gao, Junping Zhang, Yuxin Li, Hongming Shan |
Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuhao Huang, Xin Yang 0009, Lian Liu, Han Zhou, Ao Chang, Xinrui Zhou, Rusi Chen, Junxuan Yu, Jiongquan Chen, Chaoyu Chen, Sijing Liu, Haozhe Chi, Xindi Hu, Kejuan Yue, Lei Li 0020, Vicente Grau, Deng-Ping Fan, Fajin Dong, Dong Ni 0001 |
Segment anything model for medical images? |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenji Wang, Qing Xia 0002, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris N. Metaxas, Shaoting Zhang 0001 |
AVDNet: Joint coronary artery and vein segmentation with topological consistency. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiao Xiao, Yan Kong, Ronghan Li, Zuoheng Wang, Hui Lu 0004 |
Transformer with convolution and graph-node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Sophia Bano, Alessandro Casella, Francisco Vasconcelos 0001, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov |
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir M. Rajpoot |
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 0001, 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongcheng Yao, Junru Zhong, Liping Zhang, Sheheryar Khan, Weitian Chen |
CartiMorph: A framework for automated knee articular cartilage morphometrics. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
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| 1 | 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. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Sukesh Adiga V, Jose Dolz, Herve Lombaert |
Anatomically-aware uncertainty for semi-supervised image segmentation. |
Medical Image Anal. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Syed Farhan Abbas, Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak |
Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiongbiao Luo, Lixin Xie, Hui-Qing Zeng, Xiaoying Wang, Shiyue Li |
Monocular endoscope 6-DoF tracking with constrained evolutionary stochastic filtering. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal |
WarpPINN: Cine-MR image registration with physics-informed neural networks. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Wan Liu 0001, Zhizheng Zhuo, Yaou Liu, Chuyang Ye |
One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuanyuan Chen, Xiaoqing Guo, Yongsheng Pan, Yong Xia 0001, Yixuan Yuan |
Dynamic feature splicing for few-shot rare disease diagnosis. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu 0003, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang 0001, Li Lin 0006, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu 0001 |
GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Yan, Yijun Shen, Xueyuan Zhang, Peihang Xu, Jun Wang, Jintao Li 0001, Fei Ren, Dingwei Ye, S. Kevin Zhou |
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuqi Fang, Mingliang Wang, Guy G. Potter, Mingxia Liu 0001 |
Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Hao Jiang, Yanning Zhou 0001, Yi Lin, Ronald C. K. Chan, Jiang Liu 0001, Hao Chen 0011 |
Deep learning for computational cytology: A survey. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanna Cruz Cavalcanti, Thomas Oberlin, Vinicius Ferraris, Nicolas Dobigeon, Maria Ribeiro, Clovis Tauber |
Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan Mu, Zonghan Lyu, Mostafa Rezaeitaleshmahalleh, Jinshan Tang, Jingfeng Jiang |
An attention residual u-net with differential preprocessing and geometric postprocessing: Learning how to segment vasculature including intracranial aneurysms. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Chantal Pellegrini, Nassir Navab, Anees Kazi |
Unsupervised pre-training of graph transformers on patient population graphs. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiyue Wang, Jun Zhang 0018, Sen Yang, Jingxi Xiang, Feng Luo, Minghui Wang, Jing Zhang 0051, Wei Yang 0032, Junzhou Huang, Xiao Han 0011 |
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yikun Zhang, Dianlin Hu, Zhihong Yan, Qingxian Zhao, Guotao Quan, Shouhua Luo, Yi Zhang 0018, Yang Chen 0008 |
TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCT. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Junxia Wang, Yuanjie Zheng, Jun Ma, Xinmeng Li, Chongjing Wang, James Gee, Haipeng Wang, Wenhui Huang |
Information bottleneck-based interpretable multitask network for breast cancer classification and segmentation. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul Tourniaire, Marius Ilie, Paul Hofman, Nicholas Ayache, Hervé Delingette |
MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken |
Dense regression activation maps for lesion segmentation in CT scans of COVID-19 patients. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Tareen Dawood, Chen Chen 0042, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King |
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaofeng Liu 0001, Fangxu Xing, Georges El Fakhri, Jonghye Woo |
Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Ankush Aggarwal, Peter Mortensen, Jilei Hao, Lukasz Kaczmarczyk, Albert T. Cheung, Lourdes Al Ghofaily, Robert C. Gorman, Nimesh D. Desai, Joseph E. Bavaria, Alison M. Pouch |
Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Jaeyoung Huh, Shujaat Khan, Sungjin Choi, Dongkuk Shin, Jeong Eun Lee, Eun Sun Lee, Jong Chul Ye |
Tunable image quality control of 3-D ultrasound using switchable CycleGAN. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Liming Zhong, Zeli Chen, Hai Shu, Yikai Zheng, Yiwen Zhang, Yuankui Wu, Qianjin Feng, Yin Li, Wei Yang 0006 |
QACL: Quartet attention aware closed-loop learning for abdominal MR-to-CT synthesis via simultaneous registration. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Fuyong Xing, Xinyi Yang, Toby C. Cornish, Debashis Ghosh |
Learning with limited target data to detect cells in cross-modality images. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Heng Li 0010, Haofeng Liu, Huazhu Fu, Yanwu Xu 0001, Hai Shu, Ke Niu, Yan Hu, Jiang Liu 0001 |
A generic fundus image enhancement network boosted by frequency self-supervised representation learning. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhen Chen 0013, Wuyang Li, Xiaohan Xing, Yixuan Yuan |
Medical federated learning with joint graph purification for noisy label learning. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Adi Szeskin, Shalom Rochman, Snir Weiss, Richard Lederman, Jacob Sosna, Leo Joskowicz |
Liver lesion changes analysis in longitudinal CECT scans by simultaneous deep learning voxel classification with SimU-Net. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato |
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov |
Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingyuan Luo, Xin Yang 0009, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro F. Frangi, Dong Ni 0001, Litao Sun |
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Wanquan Yan, Qingpeng Ding, Jianghua Chen, Kim Yan, Raymond Shing-Yan Tang, Shing Shin Cheng |
Learning-based needle tip tracking in 2D ultrasound by fusing visual tracking and motion prediction. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng 0001, Caroline Essert |
Editorial for the MEDIA MICCAI special issue 2021. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhuo-Xu Cui, Sen Jia, Chentao Cao, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang 0003, Yanjie Zhu, Dong Liang 0001 |
K-UNN: k-space interpolation with untrained neural network. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohsen Gholami, Rabab Ward, Ravneet Mahal, Maryam S. Mirian, Kevin Yen, Kye Won Park, Martin J. McKeown, Z. Jane Wang 0001 |
Automatic labeling of Parkinson's Disease gait videos with weak supervision. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Pizzolato, Erick Jorge Canales-Rodríguez, Mariam Andersson, Tim B. Dyrby |
Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ziyu Li, Qiuyun Fan, Berkin Bilgic, Guangzhi Wang, Wenchuan Wu, Jonathan R. Polimeni, Karla L. Miller, Susie Yi Huang, Qiyuan Tian |
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat). |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Li Lin 0006, Linkai Peng, Huaqing He, Pujin Cheng, Jiewei Wu, Kenneth K. Y. Wong, Xiaoying Tang 0001 |
YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation. |
Medical Image Anal. |
2023 |
DBLP DOI BibTeX RDF |
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