Medical image analysis

Keyphrases

Publications

volume 92, 2023

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 analysis 92 (2023)
Hassna Irzan, Michael Hütel, Helen O'Reilly, Sebastien Ourselin, Neil Marlow, Andrew Melbourne
Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain. Medical image analysis 92 (2023)
Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen
Deep learning based synthesis of MRI, CT and PET: Review and analysis. Medical image analysis 92 (2023)

volume 91, 2023

Riddhish Bhalodia, Shireen Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross Whitaker
DeepSSM: A blueprint for image-to-shape deep learning models. Medical image analysis 91 (2023)
Chenhui Wang, Sirong Piao, Zhizhong Huang, Qi Gao, Junping Zhang, Yuxin Li, Hongming Shan, null null, null null
Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information. Medical image analysis 91 (2023)
Carole H Sudre, Kimberlin 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, Tavia Evans, Ivan Ezhov, Haojun Gao, Marta Girones Sanguesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D Hughes, M Arfan Ikram, Silvia Ingala, H Rolf Jaeger, Florian Kofler, Hugo J Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern Menze, Jose Luis Molinuevo, Yiwei Pan, Elodie 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, null null
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. Medical image analysis 91 (2023)
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 analysis 91 (2023)
Eneko Uruñuela, Javier Gonzalez-Castillo, Charles Zheng, Peter Bandettini, César Caballero-Gaudes
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection. Medical image analysis 91 (2023)
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 analysis 91 (2023)
Jiazhen Pan, Manal Hamdi, Wenqi Huang, Kerstin Hammernik, Thomas Kuestner, Daniel Rueckert
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI. Medical image analysis 91 (2023)
Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. Medical image analysis 91 (2023)
Ričards Marcinkevičs, 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 analysis 91 (2023)
Daniele Ravi, null null, 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 analysis 91 (2023)
Florentin Liebmann, Marco von Atzigen, Dominik Stütz, Julian Wolf, Lukas Zingg, Daniel Suter, Nicola A Cavalcanti, Laura Leoty, Hooman Esfandiari, Jess G 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 analysis 91 (2023)
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 analysis 91 (2023)
Marc Fischer, Alexander Bartler, Bin Yang
Prompt tuning for parameter-efficient medical image segmentation. Medical image analysis 91 (2023)
Yutong Xie, Jianpeng Zhang, Lingqiao Liu, Hu Wang, Yiwen Ye, Verjans Johan, Yong Xia
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation. Medical image analysis 91 (2023)
Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé Luís Deán-Ben, Fernando Perez-Cruz, Daniel Razansky
Signal domain adaptation network for limited-view optoacoustic tomography. Medical image analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin
Cell classification with worse-case boosting for intelligent cervical cancer screening. Medical image analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris Metaxas, Shaoting Zhang
AVDNet: Joint coronary artery and vein segmentation with topological consistency. Medical image analysis 91 (2023)
Shaoting Zhang, Dimitris Metaxas
On the challenges and perspectives of foundation models for medical image analysis. Medical image analysis 91 (2023)
João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yong Eun 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 Queirós, Stamatia Giannarou
SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery. Medical image analysis 91 (2023)
Simón Oxenford, Ana Sofía Ríos, Barbara Hollunder, Clemens Neudorfer, Alexandre Boutet, Gavin J B Elias, Jurgen Germann, Aaron Loh, Wissam Deeb, Bryan Salvato, Leonardo Almeida, Kelly D Foote, Robert 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 Lozano, Wolf-Julian Neumann, Bassam Al-Fatly, Andreas Horn
WarpDrive: Improving spatial normalization using manual refinements. Medical image analysis 91 (2023)
Xiao Xiao, Yan Kong, Ronghan Li, Zuoheng Wang, Hui Lu
Transformer with convolution and graph-node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image. Medical image analysis 91 (2023)
Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartłomiej W Papież
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. Medical image analysis 91 (2023)
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 analysis 91 (2023)
Xiangqiong Wu, Guanghua Tan, Hongxia Luo, Zhilun Chen, Bin Pu, Shengli Li, Kenli Li
A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos. Medical image analysis 91 (2023)
Yongcheng Yao, Junru Zhong, Liping Zhang, Sheheryar Khan, Weitian Chen
CartiMorph: A framework for automated knee articular cartilage morphometrics. Medical image analysis 91 (2023)
Piyush Tiwary, Kinjawl Bhattacharyya, Prathosh A P
Cycle consistent twin energy-based models for image-to-image translation. Medical image analysis 91 (2023)
Nicolas Honnorat, Sudha Seshadri, Ron Killiany, John Blangero, David C Glahn, Peter Fox, Mohamad Habes
Riemannian frameworks for the harmonization of resting-state functional MRI scans. Medical image analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
Pei Liu, Luping Ji, Feng Ye, Bo Fu
AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. Medical image analysis 91 (2023)
Yan Wang, Yanmei Luo, Chen Zu, Bo Zhan, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou
3D multi-modality Transformer-GAN for high-quality PET reconstruction. Medical image analysis 91 (2023)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Anatomically-aware uncertainty for semi-supervised image segmentation. Medical image analysis 91 (2023)
Serge Didenko Vasylechko, Simon K Warfield, Sila Kurugol, Onur Afacan
Improved myelin water fraction mapping with deep neural networks using synthetically generated 3D data. Medical image analysis 91 (2023)
David Wiesner, Julian Suk, Sven Dummer, Tereza Nečasová, Vladimír Ulman, David Svoboda, Jelmer M Wolterink
Generative modeling of living cells with SO(3)-equivariant implicit neural representations. Medical image analysis 91 (2023)
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 analysis 91 (2023)
Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir Rajpoot
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts. Medical image analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)
Mohamad Kassab, Muhammad Jehanzaib, Kayhan Başak, 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 analysis 91 (2023)
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 analysis 91 (2023)
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 analysis 91 (2023)