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Medical Image Analysis, Volume 109
Volume 109, 2026
- Mingrui Ma, Furong Luo, Binlin Ma, Shuxian Liu, Xiaoyi Lv, Pan Huang

:
A Multi-instance Learning Network with Prototype-instance Adversarial Contrastive for Cervix Pathology Grading. 103880 - Jonas van Elburg

, Natalia V. Korobova
, Mohammad Mohaiminul Islam
, Marian A. Troelstra
, Oliver J. Gurney-Champion
:
Uncertainty estimates in pharmacokinetic modelling of DCE-MRI. 103881 - Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio

, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer
, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang
, Chengyan Wang, Wenjia Bai, Shuo Wang:
Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge. 103883 - Wei Fu

, Yufei Chen
, Yuqi Liu
, Xiaodong Yue
:
D-EDL: Differential evidential deep learning for robust medical out-of-distribution detection. 103888 - Veronika Spieker

, Hannah Eichhorn
, Wenqi Huang
, Jonathan K. Stelter
, Tabita Catalán
, Rickmer F. Braren
, Daniel Rueckert
, Francisco Sahli Costabal
, Kerstin Hammernik
, Dimitrios C. Karampinos
, Claudia Prieto
, Julia A. Schnabel
:
PISCO: Self-supervised k-space regularization for improved neural implicit k-space representations of dynamic MRI. 103890 - Siddharth Mittal

, Michael Woletz
, David Linhardt
, Christian Windischberger
:
GEM-pRF: GPU-empowered mapping of population receptive fields for large-scale fMRI analysis. 103891 - Ruixi Zheng, Wei Zhang, Yijie Li

, Xi Zhu, Zhou Lan, Jarrett Rushmore, Yogesh Rathi
, Nikos Makris, Lauren J. O'Donnell
, Fan Zhang:
AGFS-tractometry: A novel atlas-guided fine-scale tractometry approach for enhanced along-tract group statistical comparison using diffusion MRI tractography. 103892 - Jiawen Li

, Qiehe Sun
, Renao Yan
, Yizhi Wang
, Yuqiu Fu
, Yani Wei
, Tian Guan
, Huijuan Shi
, Yonghong He
, Anjia Han
:
Diagnostic text-guided representation learning in hierarchical classification for pathological whole slide image. 103894 - Alexander Frötscher

, Jaivardhan Kapoor
, Thomas Wolfers
, Christian F. Baumgartner
:
Unsupervised anomaly detection in medical imaging using aggregated normative diffusion. 103895 - Xiao Ma

, Yuhui Tao
, Zetian Zhang
, Yuhan Zhang
, Xi Wang
, Sheng Zhang
, Zexuan Ji
, Yizhe Zhang
, Qiang Chen
, Guang Yang
:
Test-time generative augmentation for medical image segmentation. 103902 - Benjamin Sinclair

, William Pham, Lucy Vivash, Jasmine Moses
, Miranda Lynch, Karina Dorfman
, Cassandra Marotta
, Shaun Koh
, Jacob Bunyamin
, Ella Rowsthorn
, Alex Jarema, Himashi Peiris
, Zhaolin Chen
, Sandy R. Shultz, David K. Wright
, Dexiao Kong
, Sharon L. Naismith
, Terence J. O'Brien
, Meng Law:
Perivascular space identification nnUNet for generalised usage (PINGU). 103903 - Chenxiao Zhang

, Runshi Zhang
, Junchen Wang
:
Tracking spatial temporal details in ultrasound long video via wavelet analysis and memory bank. 103904 - Mikaël Simard

, Zhuoyan Shen
, Konstantin Bräutigam
, Rasha Abu Eid
, Maria A. Hawkins
, Charles-Antoine Collins-Fekete
:
Immunocto: A massive immune cell database auto-generated for histopathology. 103905 - Jia Wei

, Yun Li
, Xiaomao Fan
, Wenjun Ma
, Meiyu Qiu
, Hongyu Chen
, Wenbin Lei
:
SAM-Swin: SAM-driven dual-swin transformers with adaptive lesion enhancement for Laryngo-Pharyngeal tumor detection. 103906 - Yifan Gao

, Yong'ai Li
, Xin Gao
:
CIA-net: Cross-modality interaction and aggregation network for ovarian tumor segmentation from multi-modal MRI. 103907 - Yanan Zhang

, Qingyang Liu
, Qian Chen
, Xiangzhi Bai
:
CLIP-Guided Generative network for pathology nuclei image augmentation. 103908 - Yilei Wu

, Zijian Dong
, Chongyao Chen
, Wangchunshu Zhou
, Juan Helen Zhou
:
SupReMix: Supervised contrastive learning for medical imaging regression with mixup. 103909 - Peiyuan Jing

, Kinhei Lee
, Zhenxuan Zhang
, Huichi Zhou
, Zhengqing Yuan, Zhifan Gao
, Lei Zhu, Giorgos Papanastasiou, Yingying Fang, Guang Yang
:
Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report generation. 103910 - Chao Xu

, Dongaolei An
, Chaolu Feng
, Zijian Bian
, Lianming Wu
:
Segmentation of the right ventricular myocardial infarction in multi-centre cardiac magnetic resonance images. 103911 - Pujin Cheng

, Yijin Huang
, Li Lin
, Junyan Lyu
, Kenneth Kin-Yip Wong
, Xiaoying Tang
:
MIRAGE: Medical image-text pre-training for robustness against noisy environments. 103912 - Housheng Xie

, Xiaoru Gao
, Guoyan Zheng
:
BIASNet: A bidirectional feature alignment and semantics-guided network for weakly-supervised medical image registration. 103913 - Ah-Yeong Jeong

, Da-Woon Heo
, Heung-Il Suk
:
Complex wavelet-based Transformer for neurodevelopmental disorder diagnosis via direct modeling of real and imaginary components. 103914 - Badr Ait Hammou

, Renaud Duval
, Marie-Carole Boucher
, Farida Cheriet:
DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification. 103915 - Kangxian Xie

, Yufei Zhu
, Kaiming Kuang
, Li Zhang
, Hongwei Bran Li
, Mingchen Gao
, Jiancheng Yang
:
Template-guided reconstruction of pulmonary segments with neural implicit functions. 103916 - Chi Xu

, Alfie Roddan
, Irini Kakaletri, Patra Charalampaki, Stamatia Giannarou
:
Interpretable classification of endomicroscopic brain data via saliency consistent contrastive learning. 103917 - Siping Zhou, Zhi-Fang Gong, Kai-Ni Wang

, Ping Zhou, Yang Chen, Guang-Quan Zhou
:
CHAP: Channel-spatial hierarchical adversarial perturbation for semi-supervised medical image segmentation. 103918 - Linmin Wang

, Qianqian Wang
, Xiaochuan Wang
, Mingxia Liu
:
Segmentation-enhanced multi-scale deep hashing for chest X-ray image retrieval. 103919 - Yuheng Wang

, Yuhan Zheng
, Chloe Yue
, Thomas Zhang
, Jiayue Cai
, Chunqi Chang
, Harvey Lui
, Sunil Kalia
, Z. Jane Wang
, Tim K. Lee
:
GloW-VSNet: A scribble-based weakly supervised framework for global-view vitiligo lesion segmentation. 103920 - Xiao Chen

, Pang Lyu
, Wencheng Han
, Liyang Yang
, Yi Jin
, Teng Zhang
, Jianbing Shen
:
MPLDM: Multi-modal prosthetic loosening diagnostic model for total hip arthroplasty. 103921 - Tao Yang

, Xiuying Wang
, Hao Liu
, Guanzhong Gong
, Lianming Wu
, Yu-Ping Wang
, Lisheng Wang
:
Unsupervised anomaly detection in brain MRI via disentangled anatomy learning. 103922 - Tongxue Zhou

, Zheng Wang
, Su Ruan
, Yanda Meng
, Jinming Duan
, Baiying Lei
:
DFuse-Net: Disentangled feature fusion with uncertainty-aware learning for reliable multi-modal brain tumor segmentation. 103923 - Xiaoming Zhang

, Chunli Li
, Jiacheng Hao
, Yuan Gao
, Danyang Tu
, Jianyi Qiao
, Xiaoli Yin
, Le Lu
, Ling Zhang
, Ke Yan, Yang Hou
, Yu Shi
:
Non-contrast CT esophageal varices grading through clinical prior-enhanced multi-organ analysis. 103924 - Qing Liu

, Hongqing Zhu
, Tianwei Qian
, Xun Xu
, Ying Wang
, Bingcang Huang
:
Spatial-frequency dual-constrained Mamba diffusion model for cross-modal generation from CFP to FFA. 103925 - Xiaoya Qiao

, Jiwei Yu
, Hanzhong Wang
, Wenxiang Ding
, Ruiyan Zhang
, Zhengbin Zhu
, Qiu Huang
:
STCMT-Net: A spatiotemporal consistency motion transfer network for enhancing cardiac motion estimation. 103926 - Sharon Peled

, Yosef E. Maruvka
, Moti Freiman
:
Multi-cancer framework with cancer-aware attention and adversarial mutual-information minimization for whole slide image classification. 103927 - Yikun Zhang

, Yao Wang
, Xian Wu, Dianlin Hu
, Tianling Lyu
, Yan Xi, Xu Ji
, Jian Yang
, Yang Chen
:
FDA-Recon: Feature and data alignment reconstruction for sparse-view CBCT. 103928 - Bowei Shen

, Xiaoquan Huang, Yuli Li, Xinghuan Li, Lili Ma, Yonghong Shi
, Shiyao Chen:
UDV-Net: A hybrid CNN and transformer vein segmentation network with vascular prior and spatial awareness. 103929 - Zhengyang Wu

, Wenjie Zheng
, Yingjie Hao
, Jing Ling
, Maodan Nie
, Rui Zuo
, Minghan Liu
, Zegang Shi
, Wen Xia
, Fayuan Zhou
, Zhuojun Cao
, Jingjing Xiao
, Weisheng Li
, Guifeng Xia
, Changqing Li
, Yucheng Shu
, Chao Zhang
:
DVAP-Reg: Dual-view anatomical prior-driven cross-dimensional registration for spinal surgery navigation. 103930 - Ziquan Wei

, Tingting Dan, Jiaqi Ding, Paul J. Laurienti
, Guorong Wu
:
NeuroDetour: A neural pathway transformer for uncovering structural-functional coupling mechanisms in human connectome. 103931 - Gabriele Lozupone

, Alessandro Bria
, Francesco Fontanella
, Frederick J. A. Meijer
, Claudio De Stefano
, Henkjan Huisman
:
Latent diffusion autoencoders: Toward efficient and meaningful unsupervised representation learning in medical imaging - a case study on Alzheimer's disease. 103932 - Lu Zhang, Huizhen Yu, Zuowei Wang, Fu Gui, Yatu Guo, Wei Zhang, Mengyu Jia:

Quasi-multimodal-based pathophysiological feature learning for retinal disease diagnosis. 103886 - Solomon Kefas Kaura

, Jialun Wu
, Zeyu Gao
, Chen Li
:
MegaSeg: Towards scalable semantic segmentation for megapixel images. 103933 - Jungwook Lee

, Xuanang Xu
, Daeseung Kim
, Tianshu Kuang
, Hannah H. Deng
, Xinrui Song
, Yasmine Soubra
, Michael A. K. Liebschner
, Jaime Gateno
, Pingkun Yan
:
Facial appearance prediction for orthognathic surgery with diffusion models. 103934 - Chaoguang Gong

, Lixian Zou, Peng Li
, Xingyang Wu, Yangzi Qiao, Zhanqi Hu, Xiaoyan Wang, Yihang Zhou
, Kai Wang
, Yue Hu
, Haifeng Wang:
Rapid spatio-temporal MR fingerprinting using physics-informed implicit neural representation. 103935 - Bolun Zeng

, Yaolin Xu, Peng Wang, Tianyu Lu, Zongyu Xie, Mengsu Zeng, Jianjun Zhou, Liang Liu, Haitao Sun
, Xiaojun Chen:
C2HFusion: Clinical context-driven hierarchical fusion of multimodal data for personalized and quantitative prognostic assessment in pancreatic cancer. 103937 - Xudong Guo

, Peiyu Chen, Haifeng Wang, Zhichao Yan, Qinfen Jiang, Rongjiang Wang
, Ji Bin:
UTMorph: A hybrid CNN-transformer network for weakly-supervised multimodal image registration in biopsy puncture. 103938 - Qi Zhang

, Xiuyuan Chen, Ziyi He, Kun Wang
, Lianming Wu
, Hongxing Shen, Jianqi Sun:
U2AD: Uncertainty-based unsupervised anomaly detection framework for detecting T2 hyperintensity in MRI spinal cord. 103939 - Ruize Cui

, Weixin Si
, Zhixi Li, Kai Wang
, Jialun Pei
, Pheng-Ann Heng
, Jing Qin
:
Depth-induced prompt learning for laparoscopic liver landmark detection. 103940 - Vladyslav Zalevskyi

, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo-Rojas
, Liu Li, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker
, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian
, Gregor Dovjak, Raphael Gaubert-Rachmühl
, Maurice Aschwanden, Qi Zeng, Davood Karimi
, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir
, Mehul Parikh, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae Won Choi
, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro
, Kelly Payette, Meritxell Bach Cuadra:
Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge. 103941 - Weiyi Zhang

, Peranut Chotcomwongse, Yinwen Li
, Pusheng Xu
, Ruijie Yao
, Lianhao Zhou, Yuxuan Zhou, Hui Feng, Qiping Zhou
, Xinyue Wang, Shoujin Huang, Zihao Jin, Florence H. T. Chung, Shujun Wang, Yalin Zheng, Mingguang He, Danli Shi
, Paisan Ruamviboonsuk:
Predicting diabetic macular edema treatment responses using OCT: Dataset and methods of APTOS competition. 103942 - Haizhou Liu, Xueling Qin, Zhou Liu, Yuxi Jin, Heng Jiang, Yunlong Gao, Jidong Han, Yijia Zheng, Heng Sun, Lingtao Mao

, François Hild, Hairong Zheng, Dong Liang, Na Zhang, Jiuping Liang, Dehong Luo, Zhanli Hu:
Unlocking 2D/3D+T myocardial mechanics from cine MRI: a mechanically regularized space-time finite element correlation framework. 103944 - Tobias Rueckert

, David Rauber
, Raphaela Maerkl
, Leonard Klausmann
, Suemeyye R. Yildiran
, Max Gutbrod, Danilo Weber Nunes
, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi
, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi
, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren
, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai
, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen
, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez
, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel
, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm:
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. 103945 - Gelei Xu

, Yuying Duan, Jun Xia
, Ching-Hao Chiu
, Michael Lemmon, Wei Jin, Yiyu Shi:
Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis. 103950 - Jiachuan Peng, Marcel Beetz

, Abhirup Banerjee
, Min Chen, Vicente Grau
:
AEM: An interpretable multi-task multi-modal framework for cardiac disease prediction. 103951 - Jinwei Zhang

, Lianrui Zuo
, Blake E. Dewey
, Samuel W. Remedios
, Yihao Liu
, Savannah Hays
, Dzung L. Pham, Ellen M. Mowry
, Scott D. Newsome, Peter A. Calabresi, Shiv Saidha, Aaron Carass
, Jerry L. Prince:
UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation. 103954

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