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)

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models

Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday

机构 * Case Western Reserve University（凯斯西储大学） ； Tel Aviv University（特拉维夫大学） 纠错

专题命中 临床大模型 ：clinical AI(abstract)；healthcare AI(abstract)；clinical LLM(abstract)

Comments Accepted at the 1st IEEE Workshop on Healthcare and Medical Device Security, Privacy, Resilience, and Trust (IEEE HMD-SPiRiT)

A Hybrid Enumeration Framework for Optimal Counterfactual Generation in Post-Acute COVID-19 Heart Failure

Jingya Cheng, Alaleh Azhir, Jiazi Tian, Hossein Estiri

机构 * Clinical Augmented Intelligence Group, Massachusetts General Hospital, Boston, MA, USA（马萨诸塞州总医院临床增强智能组） ； Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA（布里奇沃特医院内科部） 纠错

专题命中 临床大模型 ：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Regional heterogeneity in left atrial stiffness impacts passive deformation in a cohort of patient-specific models

Tiffany MG Baptiste, Cristobal Rodero, Charles P Sillett, Marina Strocchi, Christopher W Lanyon, Christoph M Augustin, Angela WC Lee, José Alonso Solís-Lemus, Caroline H Roney, Daniel B Ennis, Ronak Rajani, Christopher A Rinaldi, Gernot Plank, Richard D Wilkinson, Steven E Williams, Steven A Niederer

专题命中 临床大模型 ：CT(abstract)

Facial Expression-based Parkinson's Disease Severity Diagnosis via Feature Fusion and Adaptive Class Balancing

Yintao Zhou, Wei Huang, Zhengyu Li, Jing Huang, Meng Pang

机构 * School of Mathematics and Computer Sciences（数学与计算机科学学院） ； Nanchang University（南昌大学） ； Yichun University（宜春大学） ； Nanchang University Second Affiliated Hospital（南昌大学第二附属医院） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV

Comments 3 pages, 2 figures, accepted by MIND 2025

Entropy-Enhanced Conformal Features from Ricci Flow for Robust Alzheimer's Disease Classification

F. Ahmadi, B. Bidabad, H. Nasiri

机构 * Department of Mathematics and Computer Science, Amirkabir University of Technology (Tehran Polytechnic)（数学与计算机科学系，阿米尔卡比尔技术大学（德黑兰理工大学）） ； Department of Computer Engineering, Amirkabir University of Technology (Tehran Polytechnic)（计算机工程系，阿米尔卡比尔技术大学（德黑兰理工大学）） ； School of Computing and Communications, Lancaster University（计算与通信学院，兰卡斯特大学） 纠错

专题命中 诊断辅助 ：MRI(abstract)；diagnosis(abstract)；分类 cs.CV

InspectCoder: Dynamic Analysis-Enabled Self Repair through interactive LLM-Debugger Collaboration

Yunkun Wang, Yue Zhang, Guochang Li, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng

专题命中 诊断辅助 ：diagnosis(abstract)

Offline and Online Use of Interval and Set-Based Approaches for Control and State Estimation: A Selection of Methodological Approaches and Their Application

Andreas Rauh, Marit Lahme, Simon Rohou, Luc Jaulin, Thach Ngoc Dinh, Tarek Raissi, Mohamed Fnadi

专题命中 诊断辅助 ：diagnosis(abstract)

Journal ref Logical Methods in Computer Science, Volume 21, Issue 4 (October 17, 2025) lmcs:12315

Interpretability Framework for LLMs in Undergraduate Calculus

Sagnik Dakshit, Sushmita Sinha Roy

机构 * University of Texas at Tyler（德克萨斯理工大学） ； Florida Gulf Coast University（佛罗里达盖恩斯维尔大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Fourier Transform Multiple Instance Learning for Whole Slide Image Classification

Anthony Bilic, Guangyu Sun, Ming Li, Md Sanzid Bin Hossain, Yu Tian, Wei Zhang, Laura Brattain, Dexter Hadley, Chen Chen

机构 * Institute of Artificial Intelligence (IAI)（人工智能研究所） ； College of Medicine, University of Central Florida（中央佛罗里达大学医学院） ； Department of Computer Science, University of Central Florida（中央佛罗里达大学计算机科学系） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

The Impact of Image Resolution on Biomedical Multimodal Large Language Models

Liangyu Chen, James Burgess, Jeffrey J Nirschl, Orr Zohar, Serena Yeung-Levy

机构 * Stanford University（斯坦福大学） ； Institute for Computational and Mathematical Engineering (ICME)（计算与数学工程研究所） 纠错

专题命中 医疗多模态 ：biomedical(title,abstract)；medical image(abstract)；分类 cs.CV

Comments Proceedings of the 10th Machine Learning for Healthcare Conference, PMLR 298, 2025