Maik Dannecker, Vasiliki Sideri-Lampretsa, Sophie Starck, Angeline Mihailov, Mathieu Milh, Nadine Girard, Guillaume Auzias, Daniel Rueckert
{"title":"CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain","authors":"Maik Dannecker, Vasiliki Sideri-Lampretsa, Sophie Starck, Angeline Mihailov, Mathieu Milh, Nadine Girard, Guillaume Auzias, Daniel Rueckert","doi":"10.1109/tmi.2025.3605194","DOIUrl":"https://doi.org/10.1109/tmi.2025.3605194","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"304 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144987567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jieun Yun,Jungbin Lee,Seonghan Kim,Baekcheon Seong,Younghun Kim,Wan Jae Choi,Chang Ho Yoon,Chulmin Joo,Ki Hean Kim
{"title":"Oblique Light Sheet Fluorescence Microscopy with Surface Tracking for High-speed Large-area Imaging of Conjunctival Goblet Cells.","authors":"Jieun Yun,Jungbin Lee,Seonghan Kim,Baekcheon Seong,Younghun Kim,Wan Jae Choi,Chang Ho Yoon,Chulmin Joo,Ki Hean Kim","doi":"10.1109/tmi.2025.3605718","DOIUrl":"https://doi.org/10.1109/tmi.2025.3605718","url":null,"abstract":"Conjunctival goblet cells (CGCs) are specialized mucin-secreting epithelial cells, playing key roles for ocular surface homeostasis. Their examination is important for diagnosing various ocular surface disorders. However, existing imaging modalities have limitations in examining CGCs over large conjunctival regions. In this study, we present an oblique light sheet fluorescence microscopy (OLSFM) system integrated with real-time surface tracking for high-speed, large-area imaging of CGCs. The system incorporates an obliquely oriented imaging arm, providing high tolerance to variations in the sample surface. Continuous lateral scanning with pulsed light sheet illumination enables rapid large-area imaging. Additional real-time surface tracking maintains focus during the lateral scanning over the curved conjunctival surface. OLSFM successfully imaged an 8 mm² conjunctival area within 0.5 seconds in animal models, highlighting its potential for rapid CGC examination and the precise diagnosis of ocular surface diseases.","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"13 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144960091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"MetaSSL: A General Heterogeneous Loss for Semi-Supervised Medical Image Segmentation","authors":"Weiren Zhao, Lanfeng Zhong, Xin Liao, Wenjun Liao, Sichuan Zhang, Shaoting Zhang, Guotai Wang","doi":"10.1109/tmi.2025.3605617","DOIUrl":"https://doi.org/10.1109/tmi.2025.3605617","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"65 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144987556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhengshan Wang, Long Chen, Xuelin Xie, Yang Zhang, Yunpeng Cai, Weiping Ding
{"title":"Teacher-Student Instance-level Adversarial Augmentation for Single Domain Generalized Medical Image Segmentation","authors":"Zhengshan Wang, Long Chen, Xuelin Xie, Yang Zhang, Yunpeng Cai, Weiping Ding","doi":"10.1109/tmi.2025.3605162","DOIUrl":"https://doi.org/10.1109/tmi.2025.3605162","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"9 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144930697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kangfu Han, Dan Hu, Fenqiang Zhao, Tianming Liu, Feng Yang, Gang Li
{"title":"Incomplete Multi-modal Disentanglement Learning with Application to Alzheimer’s Disease Diagnosis","authors":"Kangfu Han, Dan Hu, Fenqiang Zhao, Tianming Liu, Feng Yang, Gang Li","doi":"10.1109/tmi.2025.3604361","DOIUrl":"https://doi.org/10.1109/tmi.2025.3604361","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"9 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlos Fambuena-Santos, Clara Herrero, Santiago Ros, Eric Invers-Rubio, Lluis Mont, Ismael Hernández-Romero, Felipe Atienza, Andreu M. Climent, María S. Guillem
{"title":"Bayesian framework for atrial LAT estimation in ECGI","authors":"Carlos Fambuena-Santos, Clara Herrero, Santiago Ros, Eric Invers-Rubio, Lluis Mont, Ismael Hernández-Romero, Felipe Atienza, Andreu M. Climent, María S. Guillem","doi":"10.1109/tmi.2025.3601072","DOIUrl":"https://doi.org/10.1109/tmi.2025.3601072","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"19 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Donghyeon Lee, Xiaohui Zhan, W. Yang Tai, Shalini Subramanian, Wojciech Zbijewski, Katsuyuki Taguchi
{"title":"Calibration Method for Reducing Ring Artifacts in Energy Bin Images for Photon-Counting CT","authors":"Donghyeon Lee, Xiaohui Zhan, W. Yang Tai, Shalini Subramanian, Wojciech Zbijewski, Katsuyuki Taguchi","doi":"10.1109/tmi.2025.3603880","DOIUrl":"https://doi.org/10.1109/tmi.2025.3603880","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"111 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144915616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}