医学 AI

Evaluation of Machine Learning Reconstruction Techniques for Accelerated Brain MRI Scans

Jonathan I. Mandel, Shivaprakash Hiremath, Hedyeh Keshtgar, Timothy Scholl, Sadegh Raeisi

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

Comments This work has been submitted to Radiology: Artificial Intelligence for possible publication

PUUMA (Placental patch and whole-Uterus dual-branch U-Mamba-based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm Risk

Diego Fajardo-Rojas, Levente Baljer, Jordina Aviles Verdera, Megan Hall, Daniel Cromb, Mary A. Rutherford, Lisa Story, Emma C. Robinson, Jana Hutter

机构 * Early Life Imaging department, King's College London, London, UK（早期生命成像部门，伦敦国王学院） ； Biomedical Computing department, King's College London, London, UK（生物医学计算部门，伦敦国王学院） ； Neuroimaging department, King's College London, London, UK（神经影像部门，伦敦国王学院） ； Smart Imaging Lab, Radiological Institute, University Hospital Erlangen, Erlangen, Germany（智能成像实验室，放射学研究院，埃尔兰根大学医院） ； Women's Health department, School of Life Course and Population Sciences, King's College London, London, UK（妇女健康部门，生命课程与人口科学学院，伦敦国王学院） 纠错

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

Comments 11 pages, 4 figures, 2 tables, to be published in with Springer - Lecture Notes in Computer Science, as part of PerInatal, Preterm and Paediatric Image (PIPPI) Analysis workshop held in conjunction with MICCAI 2025

Physics-Guided Diffusion Transformer with Spherical Harmonic Posterior Sampling for High-Fidelity Angular Super-Resolution in Diffusion MRI

Mu Nan, Taohui Xiao, Ruoyou Wu, Shoujun Yu, Ye Li, Hairong Zheng, Shanshan Wang

机构 * Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院生物医学成像研究中心，中国科学院） 纠错

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

TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography

Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin-Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Jarrett Rushmore, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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

Comments 27 pages, 5 figures

Journal ref Medical Image Analysis (2025): 103476

SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception

Guohao Huo, Ruiting Dai, Ling Shao, Hao Tang

机构 * University of Electronic Science and Technology of China（电子科技大学） ； University of Chinese Academy of Sciences（中国科学院大学） ； School of Computer Science, Peking University（北京大学计算机学院） 纠错

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

The Protocol Genome A Self Supervised Learning Framework from DICOM Headers

Jimmy Joseph

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

Faster, Self-Supervised Super-Resolution for Anisotropic Multi-View MRI Using a Sparse Coordinate Loss

Maja Schlereth, Moritz Schillinger, Katharina Breininger

机构 * Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany（生物医学工程人工智能系，弗赖堡-艾尔兰根大学） ； Center for AI and Data Science (CAIDAS), Julius-Maximilians-Universität Würzburg, Würzburg, Germany（人工智能与数据科学中心，约斯特-马克斯米利安-乌尔姆大学） 纠错

专题命中 医学影像 ：MRI(title)；分类 cs.CV

Comments 11 pages, 2 figures

HU-based Foreground Masking for 3D Medical Masked Image Modeling

Jin Lee, Vu Dang, Gwang-Hyun Yu, Anh Le, Zahid Rahman, Jin-Ho Jang, Heonzoo Lee, Kun-Yung Kim, Jin-Sul Kim, Jin-Young Kim

机构 * Chonnam National University（全南国立大学） ； Research center, AISeed, Inc.（AISeed公司研究部） ； Seoul National University Bundang Hospital（首尔国立大学柏大厦医院） 纠错

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

Comments Accepted by MICCAI AMAI Workshop 2025

K-Syn: K-space Data Synthesis in Ultra Low-data Regimes

Guan Yu, Zhang Jianhua, Liang Dong, Liu Qiegen

专题命中 医学影像 ：MRI(abstract)；分类 cs.CV

Magnetic Resonance Imaging Virtual Liver Biopsy Using Radiomics Analysis for the Assessment of Chronic Liver Disease

Jiqing Huang, Benjamin Leporq, Valérie Hervieu, Sophie Gaillard, Jerome Dumortier, Olivier Beuf, Hélène Ratiney

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

Association of Timing and Duration of Moderate-to-Vigorous Physical Activity with Cognitive Function and Brain Aging: A Population-Based Study Using the UK Biobank

Wasif Khan, Lin Gu, Noah Hammarlund, Lei Xing, Joshua K. Wong, Ruogu Fang

机构 * J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida（朱·克雷顿·普瑞特生物医学工程系，佛罗里达大学） ； Department of Health Services Research, Management and Policy, University of Florida（健康服务研究、管理与政策系，佛罗里达大学） ； Department of Radiation Oncology, Stanford University（放射肿瘤学系，斯坦福大学） ； Norman Fixel Institute for Neurological Diseases, University of Florida（诺曼·菲克斯神经疾病研究所，佛罗里达大学） ； Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida（认知衰老与记忆中心，麦金尼脑研究所，佛罗里达大学） ； Department of Electrical and Computer Engineering, University of Florida（电气与计算机工程系，佛罗里达大学） 纠错

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

Comments This article is currently under review. The Supplementary Tables A1-A7 could not be attached with the current submission but it can be requested from the corresponding author

Enhanced cast-128 with adaptive s-box optimization via neural networks for image protection

Fadhil Abbas Fadhil, Maryam Mahdi Alhusseini, Mohammad-Reza Feizi-Derakhshi

专题命中 医学影像 ：medical image(abstract)

Research on Conversational Recommender System Considering Consumer Types

Yaying Luo, Hui Fang, Zhu Sun

专题命中 医学影像 ：CT(abstract)

Comments The tables Recommendation strategies for different consumer types need to be modified. Correspondence of Recommendation strategies are incorrect

Inner-product Functional Encryption with Fine-grained Revocation for Flexible EHR Sharing

Yue Han, Jinguang Han, Liqun Chen, Chao Sun

专题命中 临床大模型 ：diagnosis(abstract)

Self-Supervised Cross-Encoder for Neurodegenerative Disease Diagnosis

Fangqi Cheng, Yingying Zhao, Xiaochen Yang

机构 * School of Mathematics and Statistics, Glasgow, UK（数学与统计学学院，英国格拉斯哥） ； Department of Computer and Information Sciences, University of Strathclyde, Glasgow, UK（计算机与信息科学系，斯特拉斯克莱德大学，英国格拉斯哥） 纠错

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

XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-Scale Feature Learning

Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani, Zexin Feng, Xiaohui Xie

机构 * University of California, Irvine, CA, USA（加州大学伊文斯顿分校） 纠错

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

Comments 11 pages, 3 figures, Accepted to MICCAI 2025

Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings

Hamid Ahmad, Heiko Paulheim, Rita T. Sousa

机构 * University of Mannheim, Mannheim, Germany（曼海姆大学） ； Data and Web Science Group, University of Mannheim, Mannheim, Germany（数据与网络科学组，曼海姆大学） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG

Comments Accepted at ISWC Poster and Demo Track 2025

BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment

Andrey Sakhovskiy, Elena Tutubalina

机构 * AIRI ； Sber AI ； ISP RAS Research Center for Trusted AI（俄罗斯科学院信息与系统研究所可信人工智能研究中心） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

Comments 9 pages, 1 figure, published in "The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025)"

Journal ref Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (2025). Association for Computing Machinery, 1152-1164

A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP

Shinnosuke Ono, Issey Sukeda, Takuro Fujii, Kosei Buma, Shunsuke Sasaki

机构 * EQUES Inc.（EQUES公司） ； The University of Tokyo（东京大学） ； University of Tsukuba（筑波大学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 15 pages, 9 tables, 5 figures

ArGen: Auto-Regulation of Generative AI via GRPO and Policy-as-Code

Kapil Madan

机构 * Principled Evolution（原则进化） 纠错

专题命中 其他医学AI ：medical AI(abstract)；分类 cs.LG

Comments 53 pages, 7 figures, 8 tables. Open-source implementation available at: https://github.com/Principled-Evolution/argen-demo. Work explores the integration of policy-as-code for AI alignment, with a case study in culturally-nuanced, ethical AI using Dharmic principles