医学 AI

RadDiagSeg-M: A Vision Language Model for Joint Diagnosis and Multi-Target Segmentation in Radiology

Chengrun Li, Corentin Royer, Haozhe Luo, Bastian Wittmann, Xia Li, Ibrahim Hamamci, Sezgin Er, Anjany Sekuboyina, Bjoern Menze

专题命中 医学影像 ：diagnosis(title,abstract)；radiology(title)；分类 cs.CV

Regression is all you need for medical image translation

Sebastian Rassmann, David Kügler, Christian Ewert, Martin Reuter

机构 * German Center for Neurodegenerative Diseases (DZNE)（德国神经退行性疾病研究中心） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis?

Mohamed Hassan, Aleksandar Vakanski, Min Xian

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref IEEE Access, vol. 13, pp. 82972 - 82985, 2025

Adapting Medical Vision Foundation Models for Volumetric Medical Image Segmentation via Active Learning and Selective Semi-supervised Fine-tuning

Jin Yang, Daniel S. Marcus, Aristeidis Sotiras

机构 * Mallinckrodt Institute of Radiology（马林克罗德放射医学研究所） ； Institute for Informatics, Data Science and Biostatistics（信息学、数据科学与生物统计学研究所） ； Department of Radiology, Perelman School of Medicine（放射科，佩尔曼医学院） ； Center for AI and Data Science for Integrated Diagnostics (AI2D)（集成诊断人工智能与数据科学中心（AI2D）） 纠错

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 17 pages, 5 figures, 8 tables

Conformal Lesion Segmentation for 3D Medical Images

Binyu Tan, Zhiyuan Wang, Jinhao Duan, Kaidi Xu, Heng Tao Shen, Xiaoshuang Shi, Fumin Shen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

LAND: Lung and Nodule Diffusion for 3D Chest CT Synthesis with Anatomical Guidance

Anna Oliveras, Roger Marí, Rafael Redondo, Oriol Guardià, Ana Tost, Bhalaji Nagarajan, Carolina Migliorelli, Vicent Ribas, Petia Radeva

机构 * Eurecat, Centre Tecnològic de Catalunya（埃鲁卡特技术中心，加泰罗尼亚技术中心） ； Dept. de Matemàtiques i Informàtica, Universitat de Barcelona（巴塞罗那大学数学与计算机系） ； Barcelona Supercomputing Center (BSC)（巴塞罗那超级计算中心） 纠错

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

TreeFedDG: Alleviating Global Drift in Federated Domain Generalization for Medical Image Segmentation

Yucheng Song, Chenxi Li, Haokang Ding, Zhining Liao, Zhifang Liao

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Analysis of the Compaction Behavior of Textile Reinforcements in Low-Resolution In-Situ CT Scans via Machine-Learning and Descriptor-Based Methods

Christian Düreth, Jan Condé-Wolter, Marek Danczak, Karsten Tittmann, Jörn Jaschinski, Andreas Hornig, Maik Gude

机构 * Institute of Lightweight Engineering and Polymer Technology（轻质工程与聚合物技术研究所） ； Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig (ScaDS.AI)（可扩展数据分析与人工智能中心（Dresden/Leipzig）） 纠错

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments submitted to Elsevier Composite Part C: Open Access (JCOMC-D-25-00212), 16 pages, 8 Figures, and 3 Tables

Ideal Nodal-Sphere Semimetal in the Three-Dimensional Boron Allotrope CT-B$_{24}$

Xiao-jing Gao, Yanfeng Ge, Yan Gao

专题命中 医学影像 ：CT(title,abstract)

Comments 5 figures

Markerless Tracking-Based Registration for Medical Image Motion Correction

Luisa Neubig, Deirdre Larsen, Takeshi Ikuma, Markus Kopp, Melda Kunduk, Andreas M. Kist

机构 * Department Artificial Intelligence in Biomedical Engineering, FAU Erlangen-Nürnberg（生物医学工程人工智能系，埃尔朗根-纽伦堡大学） ； Department of Communication Sciences and Disorders, East Carolina University（通讯科学与障碍系，东卡罗来纳大学） ； Department of Otolaryngology–Head and Neck Surgery, Louisiana State University Health Sciences Center（耳鼻喉科与头颈外科系，路易斯安那州立大学健康科学中心） ； Department of Radiology, FAU Erlangen-Nürnberg（放射学系，埃尔朗根-纽伦堡大学） ； Department of Communication Sciences and Disorders, Louisiana State University（通讯科学与障碍系，路易斯安那州立大学） 纠错

专题命中 医学影像 ：medical image(title)；分类 cs.CV、eess.IV

Comments Under review

Monitoring morphometric drift in lifelong learning segmentation of the spinal cord

Enamundram Naga Karthik, Sandrine Bédard, Jan Valošek, Christoph S. Aigner, Elise Bannier, Josef Bednařík, Virginie Callot, Anna Combes, Armin Curt, Gergely David, Falk Eippert, Lynn Farner, Michael G Fehlings, Patrick Freund, Tobias Granberg, Cristina Granziera, RHSCIR Network Imaging Group, Ulrike Horn, Tomáš Horák, Suzanne Humphreys, Markus Hupp, Anne Kerbrat, Nawal Kinany, Shannon Kolind, Petr Kudlička, Anna Lebret, Lisa Eunyoung Lee, Caterina Mainero, Allan R. Martin, Megan McGrath, Govind Nair, Kristin P. O'Grady, Jiwon Oh, Russell Ouellette, Nikolai Pfender, Dario Pfyffer, Pierre-François Pradat, Alexandre Prat, Emanuele Pravatà, Daniel S. Reich, Ilaria Ricchi, Naama Rotem-Kohavi, Simon Schading-Sassenhausen, Maryam Seif, Andrew Smith, Seth A Smith, Grace Sweeney, Roger Tam, Anthony Traboulsee, Constantina Andrada Treaba, Charidimos Tsagkas, Zachary Vavasour, Dimitri Van De Ville, Kenneth Arnold Weber, Sarath Chandar, Julien Cohen-Adad

专题命中 医学影像 ：MRI(abstract)；pathology(abstract)；分类 cs.CV

Comments Under review (after 1st round of revision) at Imaging Neuroscience journal

H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical Imaging

Zhen Huang, Tao Tang, Ronghao Xu, Yangbo Wei, Wenkai Yang, Suhua Wang, Xiaoxin Sun, Han Li, Qingsong Yao

机构 * School of Computer Science USTC（计算机科学学院 中国科学技术大学） ； School of Computer Science（计算机科学学院） ； Shanghai Jiao Tong University（上海交通大学） ； ShanghaiTech University（上海科技大学） ； Sciences College（科学学院） ； School of Information Science, NENU（信息科学学院 南京师范大学） ； Technical University of Munich (TUM)（慕尼黑技术大学） ； Stanford University（斯坦福大学） 纠错

专题命中 医学影像 ：medical image(abstract)；CT(abstract)；分类 cs.CV

SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction

Kaveh Moradkhani, R Jarrett Rushmore, Sylvain Bouix

机构 * Department of Software Engineering and Information Technology（软件工程与信息技术系） ； École de technologie supérieure（高等技术学院） ； Department of Anatomy and Neurobiology（解剖与神经生物学系） ； Boston University School of Medicine（波士顿大学医学学院） 纠错

专题命中 医学影像 ：MRI(abstract)；分类 cs.CV、eess.IV

Comments Metadata update: added journal reference and DOI linking to the published chapter (Springer)

Journal ref Shape in Medical Imaging (ShapeMI 2025), Lecture Notes in Computer Science (LNCS), vol. 16171, Springer, Cham, 2025, pp. 347-359

Enhancing mortality prediction in cardiac arrest ICU patients through meta-modeling of structured clinical data from MIMIC-IV

Nursultan Mamatov, Philipp Kellmeyer

机构 * Data and Web Science Group, School of Business Informatics and Mathematics, University of Mannheim（曼海姆大学数据与网络科学小组，商学院与数学学院） 纠错

专题命中 医学影像 ：radiology(abstract)；分类 cs.LG、q-bio

Comments 38 pages, 5 figures, 2 tables, 3 appendices

Computer Navigated Spinal Surgery Using Magnetic Resonance Imaging and Augmented Reality

Songyuan Lu, Jingwen Hui, Jake Weeks, David B. Berry, Fanny Chapelin, Frank Talke

专题命中 医学影像 ：MRI(abstract)；分类 q-bio、eess.IV

Comments Equal contribution: Songyuan Lu and Jingwen Hui contributed equally

Spherical Radiomics -- A Novel Approach to Glioblastoma Radiogenomic Analysis of Heterogeneity

Haotian Feng, Ke Sheng

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

A Biophysical-Model-Informed Source Separation Framework For EMG Decomposition

D. Halatsis, P. Mamidanna, J. Pereira, D. Farina

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

Image reconstruction from structured subsampled 2D Fourier data

Gerlind Plonka, Anahita Riahi

专题命中 医学影像 ：MRI(abstract)

Comments 26 pages, 7 figures

Formation of super-Earths around low-mass stars: evolution of an icy dead zone

Danilo A. Arturo Rodriguez, Rebecca G. Martin

专题命中 医学影像 ：MRI(abstract)

Comments 15 pages, 8 figures

Electric-field Quantum Sensing Exploiting a Photogenerated Charge-transfer Triplet State in a Molecular Semiconductor

Niccolò Fontana, Mikhail V. Vaganov, Gabriel Moise, William K. Myers, Kun Peng, Arzhang Ardavan, Junjie Liu

专题命中 医学影像 ：CT(abstract)