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Medical Image Analysis, Volume 105
Volume 105, 2025
- Quentin Spinat, Benoît Audelan

, Xiaotong Jiang
, Bastien Caba
, Alexis Benichoux
, Despoina Ioannidou, Olivier Teboul, Nikos Komodakis, Willem Huijbers
, Refaat Gabr
, Arie Gafson, Colm Elliott
, Douglas L. Arnold, Nikos Paragios, Shibeshih Mitiku Belachew
:
Deep learning detection of acute and sub-acute lesion activity from single-timepoint conventional brain MRI in multiple sclerosis. 103619 - Daan N. Schouten

, Giulia Nicoletti
, Bas Dille
, Catherine Chia
, Pierpaolo Vendittelli
, Megan Schuurmans
, Geert Litjens
, Nadieh Khalili
:
Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications. 103621 - Sarah Müller

, Lisa M. Koch
, Hendrik P. A. Lensch
, Philipp Berens
:
Disentangling representations of retinal images with generative models. 103628 - Luyang Luo

, Xin Huang
, Minghao Wang
, Zhuoyue Wan, Wanteng Ma
, Hao Chen
:
Mitigating medical dataset bias by learning adaptive agreement from a biased council. 103629 - Zhigang Li, Jingyu Liu

, Mengkai Sun
, Fa Zhang, Bin Hu, Qunxi Dong:
Similarity-guided multi-view functional brain network fusion. 103632 - M. Sofia Sappia

, Chris L. de Korte, Bram van Ginneken, Dean Ninalga, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Tanya Akumu, Carlos Martín-Isla, Karim Lekadir, Víctor M. Campello
, Jorge Fabila, Anette Beverdam, Jeroen van Dillen, Chase Neff, Keelin Murphy:
ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries. 103640 - Thomas Grandits

, Karli Gillette
, Gernot Plank
, Simone Pezzuto
:
Accurate and efficient cardiac digital twin from surface ECGs: Insights into identifiability of ventricular conduction system. 103641 - Héloïse Bustin

, Tom Meyer
, Rolf Reiter
, Jakob Jordan
, Lars Walczak
, Heiko Tzschätzsch
, Ingolf Sack
, Anja Hennemuth
:
ElastoNet: Neural network-based multicomponent MR elastography wave inversion with uncertainty quantification. 103642 - Kun Yuan

, Vinkle Srivastav
, Tong Yu, Joël L. Lavanchy
, Jacques Marescaux
, Pietro Mascagni
, Nassir Navab
, Nicolas Padoy
:
Learning multi-modal representations by watching hundreds of surgical video lectures. 103644 - Kwanyoung Kim

, Yujin Oh
, Sangjoon Park
, Hwa Kyung Byun, Joongyo Lee, Jin Sung Kim
, Yong Bae Kim, Jong Chul Ye
:
End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding. 103646 - Zihao Mi, Jianan Zhang, Xueyu Liu, Guanghui Yue, Junhong Yue, Mingqiang Wei, Yidi Li

, Yongfei Wu
:
Multi-instance curriculum learning for histopathology image classification with bias reduction. 103647 - Tong Hou, Hongqing Zhu

, Bingcang Huang, Kai Chen, Zhong Zheng:
Causal inertia proximal Mamba network for magnetic resonance image reconstruction. 103649 - Iris N. Vos

, Ynte M. Ruigrok, Edwin Bennink, Mireille R. E. Velthuis, Barbara Paic, Maud E. H. Ophelders, Myrthe A. D. Buser, Bas H. M. van der Velden, Chen Geng, Matthieu Coupet, Félix Dumais, Adrian Galdran, Junyi Zhang, Wei Liu, Ting Ma, Madhu S. Nair, Mathieu Naudin, Preena K. P., Keerthi A. S. Pillai
, Pengcheng Shi, Thierry Urruty, Yakang Dai, Kaiyuan Yang, Fabio Musio, Bjoern H. Menze, Birgitta K. Velthuis, Hugo J. Kuijf:
Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge. 103650 - Runshi Zhang

, Bimeng Jie
, Yang He
, Junchen Wang
:
TCFNet: Bidirectional face-bone transformation via a Transformer-based coarse-to-fine point movement network. 103653 - Zhaohu Xing

, Liang Wan
, Huazhu Fu
, Guang Yang
, Yijun Yang
, Lequan Yu
, Baiying Lei, Lei Zhu:
Diff-UNet: A diffusion embedded network for robust 3D medical image segmentation. 103654 - Adrià Casamitjana, Roser Sala-Llonch

, Karim Lekadir
, Juan Eugenio Iglesias
:
USLR: An open-source tool for unbiased and smooth longitudinal registration of brain MRI. 103662 - Xinmei Qiu, Yongheng Sun, Yilin Shi, Xujun Duan, Fan Wang

, Jianhua Ma:
MetaExplainer: Revisit domain generalization of functional connectome analyses from the perspective of explainability. 103664 - Naeem Ullah

, Florentina Guzmán-Aroca
, Francisco Martínez-Álvarez
, Ivanoe De Falco
, Giovanna Sannino
:
A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods. 103665 - Mélanie Roschewitz

, Fabio De Sousa Ribeiro
, Tian Xia
, Galvin Khara, Ben Glocker
:
Robust image representations with counterfactual contrastive learning. 103668 - Jingru Fu

, Yuqi Zheng
, Neel Dey
, Daniel Ferreira
, Rodrigo Moreno
:
Synthesizing individualized aging brains in health and disease with generative models and parallel transport. 103669 - Zhen Yuan

, David Stojanovski
, Lei Li, Alberto Gómez
, Haran Jogeesvaran, Esther Puyol-Antón
, Baba Inusa, Andrew P. King
:
DeepSPV: A deep learning pipeline for 3D spleen volume estimation from 2D ultrasound images. 103671 - Debarghya China, Luke J. MacLean

, Jinchi Wei
, Nicholas Theodore
, Norbert Johnson, Neil R. Crawford, Kai Ding
, Ali Uneri
:
Automated labeling using tracked ultrasound imaging: Application in tracking vertebrae during spine surgery. 103672 - Le Jiang

, Liyan Ma
, Guang Yang
:
Shadow defense against gradient inversion attack in federated learning. 103673 - Haozheng Xu

, Alistair Weld, Chi Xu, Alfie Roddan, João Cartucho, Mert Asim Karaoglu, Alexander Ladikos, Yangke Li, Yiping Li, Daiyun Shen, Geonhee Lee, Seyeon Park, Jongho Shin, Lucy Fothergill, Dominic Jones, Pietro Valdastri, Duygu Sarikaya, Stamatia Giannarou
:
SurgRIPE challenge: Benchmark of surgical robot instrument pose estimation. 103674 - Jintu Zheng, Qizhe Liu

, Yi Ding, Yi Cao
, Ying Hu, Zenan Wang:
One-shot cell segmentation via learning memory query: Towards universal solution without active tuning. 103675 - Shengdong Zhang, Fan Jia, Xiang Li, Hao Zhang, Jun Shi, Liyan Ma

, Shihui Ying
:
LMS-Net: A learned Mumford-Shah network for binary few-shot medical image segmentation. 103676 - Jianfeng Zhao, Shuo Li

:
When evidence modeling meets knowledge distillation: Towards reliable contrast-enhanced knowledge distillation for non-contrast medical image segmentation. 103677 - Tony Danjun Wang

, Lennart Bastian
, Tobias Czempiel
, Christian Heiliger
, Nassir Navab
:
Beyond role-based surgical domain modeling: Generalizable re-identification in the operating room. 103687 - François Lecomte, Juan Verde

, Jean-Louis Dillenseger
, Stéphane Cotin
:
Domain agnostic 2D-3D deformable registration Application to fluoroscopic guidance without contrast agent. 103688 - Yinglin Zhang

, Ruiling Xi
, Risa Higashita, Keiichiro Okamoto, Kazutaka Kamiya
, Kazunori Miyata, Akihito Igarashi, Seiichiro Hata, Tomoaki Nakamura, Jiang Liu
:
Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image. 103689 - Rongsheng Wang

, Qingsong Yao
, Zihang Jiang
, Haoran Lai
, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
:
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training. 103690 - Dongyuan Li

, Yixin Shan
, Haochen Shi
, Puxun Tu, Shenghao Huang, Weiyan Sun, Deping Zhao, Chang Chen, Xiaojun Chen
:
A novel image-guided robotic system with motion compensation for intraoperative radiation-free localization of pulmonary nodules. 103691 - Qi Li, Jingxian Wu, Xiyu Liu, Dengwang Li, Jie Xue

:
Uncertainty-driven hybrid-view adaptive learning for fully automated uterine leiomyosarcoma diagnosis. 103692 - Mingyue Zhao

, Han Li, Di Zhang, Jin Zhang, Xiuxiu Zhou, Li Fan, Xiaolan Qiu, Shiyuan Liu, S. Kevin Zhou
:
Skeleton2Mask: Skeleton-supervised airway segmentation. 103693 - Yuxuan Liu

, Jiasheng Zhou, Yating Luo
, Sung-Liang Chen
, Yao Guo
, Guang-Zhong Yang:
FPM-R2Net: Fused Photoacoustic and operating Microscopic imaging with cross-modality Representation and Registration Network. 103698 - Constantin Slioussarenko

, Marc Lapert, Pierre-Yves Baudin
, Benjamin Marty
:
Upper-body free-breathing Magnetic Resonance Fingerprinting applied to the quantification of water T1 and fat fraction. 103699 - Xiangmin Han

, Wuchao Li, Yan Zhang, Pinhao Li, Jianguo Zhu, Tijiang Zhang, Rongpin Wang, Yue Gao:
HGTL: A hypergraph transfer learning framework for survival prediction of ccRCC. 103700 - Zehui Liao

, Shishuai Hu
, Yanning Zhang
, Yong Xia
:
Unleashing the potential of open-set noisy samples against label noise for medical image classification. 103702 - Zanting Ye

, Ke Wang
, Wenbing Lv, Qianjin Feng, Lijun Lu
:
FSDA-DG: Improving cross-domain generalizability of medical image segmentation with few source domain annotations. 103704 - Sarita Singh

, Basabi Bhaumik, Shouri Chatterjee:
SimIntestine: A synthetic dataset from virtual capsule endoscope. 103706 - Jiahui Yu, Xuna Wang, Weiming Fan, Yuping Guo, Junfen Fu, Yingke Xu

:
Exploring Complexity-Calibrated morphological distribution for whole slide image classification and difficulty-grading. 103707 - Clément Grisi

, Kimmo Kartasalo
, Martin Eklund, Lars Egevad, Jeroen van der Laak
, Geert Litjens:
Hierarchical Vision Transformers for prostate biopsy grading: Towards bridging the generalization gap. 103663 - Yuan Zhang

, Feng Chen, Yaolei Qi
, Guanyu Yang
, Huazhu Fu
:
PathFL: Multi-alignment Federated Learning for pathology image segmentation. 103670 - Shaoyan Pan, Vanessa Su, Junbo Peng, Junyuan Li

, Yuan Gao
, Chih-Wei Chang
, Tonghe Wang
, Zhen Tian, Xiaofeng Yang
:
Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy. 103694 - Ben Philps

, Maria del C. Valdés Hernández
, Chen Qin, Una Clancy, Eleni Sakka, Susana Muñoz Maniega
, Mark E. Bastin, Angela C. C. Jochems
, Joanna M. Wardlaw
, Miguel O. Bernabeu
:
Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification. 103697 - Ronghui Qi, Min Tao, Chenchu Xu, Xiaohu Li, Siyuan Pan, Jie Chen, Shuo Li

:
Knowledge-driven interpretative conditional diffusion model for contrast-free myocardial infarction enhancement synthesis. 103701 - Paula Feldman, Miguel Fainstein, Viviana Siless, Claudio Delrieux

, Emmanuel Iarussi
:
Recursive variational autoencoders for 3D blood vessel generative modeling. 103703 - Meva Himmetoglu

, Ilja Ciernik, Ender Konukoglu
:
Learning to segment anatomy and lesions from disparately labeled sources in brain MRI. 103705 - Ju Cheon Lee, Keunho Byeon

, Boram Song
, Kyungeun Kim, Jin Tae Kwak
:
DIOR-ViT: Differential ordinal learning Vision Transformer for cancer classification in pathology images. 103708 - Bernardo Silva, Jefferson Fontinele, Carolina Letícia Zilli Vieira, João Manuel R. S. Tavares

, Patrícia Ramos Cury
, Luciano Oliveira:
A holistic approach for classifying dental conditions from textual reports and panoramic radiographs. 103709 - Qi Gao

, Zhihao Chen
, Dong Zeng
, Junping Zhang, Jianhua Ma, Hongming Shan:
Noise-inspired diffusion model for generalizable low-dose CT reconstruction. 103710 - Bodong Zhang

, Hamid Manoochehri
, Man Minh Ho
, Fahimeh Fooladgar, Yosep Chong
, Beatrice S. Knudsen
, Deepika Sirohi, Tolga Tasdizen
:
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification. 103711 - Jing Zou, Noémie Debroux

, Lihao Liu
, Jing Qin
, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation. 103712 - Yuan Chang, Zheng Li:

Attention-enhanced Dual-stream Registration Network via Mixed Attention Transformer and Gated Adaptive Fusion. 103713 - Myeongkyun Kang

, Philip Chikontwe
, Soopil Kim
, Kyong Hwan Jin, Ehsan Adeli
, Kilian M. Pohl
, Sanghyun Park
:
Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation. 103714 - Su Yang, Jiyong Han, Sang-Heon Lim

, Sujeong Kim, Jungro Lee, Keun-Suh Kim
, Jun-Min Kim, Won-Jin Yi:
DCrownFormer+: Morphology-aware mesh generation and refinement transformer for dental crown prosthesis from 3D scan data of preparation and antagonist teeth. 103717 - Xiao Zhang

, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen
, Jun Feng
:
HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation. 103719 - Jiaxuan Pang

, Dongao Ma
, Ziyu Zhou, Michael B. Gotway
, Jianming Liang
:
POPAR: Patch Order Prediction and Appearance Recovery for self-supervised learning in chest radiography. 103720 - Shozo Saeki, Minoru Kawahara

, Hirohisa Aman
:
ViFT: Visual field transformer for visual field testing via deep reinforcement learning. 103721 - Alexander Koch

, Orhun Utku Aydin
, Adam Hilbert
, Jana Rieger, Satoru Tanioka
, Fujimaro Ishida
, Dietmar Frey
:
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models. 103722 - Xiping Jia

, Jianying Qiu, Dong Nie, Tian Liu:
ROP lesion segmentation via sequence coding and block balancing. 103723 - Meng Lan, Weixin Si, Xinjian Yan, Xiaomeng Li

:
A new dataset and versatile multi-task surgical workflow analysis framework for thoracoscopic mitral valvuloplasty. 103724 - Yaofei Duan, Tao Tan, Zhiyuan Zhu, Yuhao Huang

, Yuanji Zhang, Rui Gao, Patrick Cheong-Iao Pang, Xinru Gao, Guowei Tao, Xiang Cong, Zhou Li, Lianying Liang, Guangzhi He, Linliang Yin, Xuedong Deng, Xin Yang, Dong Ni:
FetalFlex: Anatomy-guided diffusion model for flexible control on fetal ultrasound image synthesis. 103725 - Weiping Liu

, Xiaozhen Lin, Xinghong Chen, Yifang Liu, Zengxin Zhong, Rong Chen, Guannan Chen
, Yu Lin:
Vision-skeleton dual-modality framework for generalizable assessment of Parkinson's disease gait. 103727 - Shifang Zhao, Long Bai, Kun Yuan, Feng Li

, Jieming Yu, Wenzhen Dong, Guankun Wang
, Mobarakol Islam, Nicolas Padoy, Nassir Navab, Hongliang Ren:
Rethinking data imbalance in class incremental surgical instrument segmentation. 103728 - Long Chen

, Mobarak I. Hoque
, Zhe Min, Matthew J. Clarkson
, Thomas Dowrick:
Controllable illumination invariant GAN for diverse temporally-consistent surgical video synthesis. 103731 - Vahid Ghodrati, Jinming Duan, Fadil Ali, Arash Bedayat, Ashley Prosper, Mark Bydder:

Accelerating cardiac radial-MRI: Fully polar based technique using compressed sensing and deep learning. 103732 - Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly

:
Robust T-Loss for medical image segmentation. 103735 - Yuan Bi

, Lucie Huang
, Ricarda Clarenbach, Reza Ghotbi, Angelos Karlas, Nassir Navab, Zhongliang Jiang:
Synomaly noise and multi-stage diffusion: A novel approach for unsupervised anomaly detection in medical images. 103737 - Zhonghua Wang, Junyan Lyu, Xiaoying Tang:

SET: Superpixel Embedded Transformer for skin lesion segmentation. 103738 - Wentao Liu

, Zhiwei Ni, Xuhui Zhu, Qian Chen, Liping Ni, Pingfan Xia:
Spectrum intervention based invariant causal representation learning for single-domain generalizable medical image segmentation. 103741 - Xinyao Wu

, Zhe Xu
, Raymond Kai-Yu Tong:
Multi-Faceted Consistency learning with active cross-labeling for barely-supervised 3D medical image segmentation. 103744

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