医学 AI

MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting

Yuheng Li, Yenho Chen, Yuxiang Lai, Jike Zhong, Vanessa Wildman, Xiaofeng Yang

机构 * Department of Biomedical Engineering（生物医学工程系） ； Georgia Institute of Technology（佐治亚理工学院） ； Department of Machine Learning（机器学习系） ； Department of Radiation Oncology（放射肿瘤科） ； Emory University School of Medicine（埃默里大学医学院） ； University of Southern California（南加州大学） 纠错

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

Dual-Scale Volume Priors with Wasserstein-Based Consistency for Semi-Supervised Medical Image Segmentation

Junying Meng, Gangxuan Zhou, Jun Liu, Weihong Guo

机构 * Complex Systems Research Center, Shanxi University, Taiyuan Shanxi, 030006, China（山西大学复杂系统研究中心） ； Shanxi Key Laboratory for Mathematical Technology in Complex Systems, Shanxi University, Taiyuan Shanxi, 030006, China（山西复杂系统数学技术重点实验室） ； Key Laboratory of Complex Systems and Data Science of Ministry of Education, Shanxi University, Taiyuan Shanxi, 030006, China（教育部复杂系统与数据科学重点实验室） ； Laboratory of Mathematics and Complex Systems (Ministry of Education of China), School of Mathematical Sciences, Beijing Normal University, Beijing, 100875, China（数学与复杂系统实验室（教育部）） ； Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, Cleveland, 44106, OH, USA（凯斯西储大学数学与应用数学系） 纠错

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

Error Detection Schemes for Barrett Reduction of CT-BU on FPGA in Post Quantum Cryptography

Paresh Baidya, Rourab Paul, Vikas Srivastava, Sumit Kumar Debnath

专题命中 医学影像 ：CT(title,abstract)

Semantic Analysis of SNOMED CT Concept Co-occurrences in Clinical Documentation using MIMIC-IV

Ali Noori, Somya Mohanty, Prashanti Manda

机构 * Informatics and Analytics, University of North Carolina Greensboro, Greensboro, NC（信息学与分析，北卡罗来纳大学格林斯伯罗分校） ； Department of Computer Science, University of Nebraska Omaha, Omaha, NE（计算机科学系，内布拉斯加大学奥马哈分校） 纠错

专题命中 医学影像 ：CT(title,abstract)

TauGenNet: Plasma-Driven Tau PET Image Synthesis via Text-Guided 3D Diffusion Models

Yuxin Gong, Se-in Jang, Wei Shao, Yi Su, Kuang Gong

机构 * J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida（J. Crayton Pruitt家族生物医学工程系，佛罗里达大学） ； Department of Radiology & Biomedical Imaging, Yale University（放射学与生物医学成像系，耶鲁大学） ； Department of Medicine, University of Florida（医学系，佛罗里达大学） ； Banner Alzheimer’s Institute（Banner阿尔茨海默症研究所） 纠错

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

Comments 9 pages, 4 figures, submitted to IEEE Transactions on Radiation and Plasma Medical Sciences

A Generative Foundation Model for Chest Radiography

Yuanfeng Ji, Dan Lin, Xiyue Wang, Lu Zhang, Wenhui Zhou, Chongjian Ge, Ruihang Chu, Xiaoli Yang, Junhan Zhao, Junsong Chen, Xiangde Luo, Sen Yang, Jin Fang, Ping Luo, Ruijiang Li

机构 * Department of Radiation Oncology, Stanford University School of Medicine（斯坦福大学医学院放射肿瘤科） ； Department of Computer Science, School of Computing and Data Science, The University of Hong Kong（香港大学计算机科学系） ； Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University（康奈尔大学兽医学院人口医学与诊断科学系） ； Department of Radiology, The First Affiliated Hospital of Jinan University（暨南大学第一附属医院放射科） ； Department of Radiology, Stanford University School of Medicine（斯坦福大学医学院放射科） ； Department of Computer Science and Engineering, The Chinese University of Hong Kong（香港中文大学计算机科学与工程系） ； Department of Biomedical Informatics, Harvard Medical School（哈佛医学院生物医学信息学系） 纠错

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

AutoPETIII: The Tracer Frontier. What Frontier?

Zacharia Mesbah, Léo Mottay, Romain Modzelewski, Pierre Decazes, Sébastien Hapdey, Su Ruan, Sébastien Thureau

机构 * INSA Rouen Normandie, Univ Rouen Normandie, Université Le Havre Normandie, Normandie Univ, LITIS UR 4108, F-76000 Rouen, France（法国诺曼底 Rouen 大学） ； Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France（亨利·贝克勒尔癌症中心核医学部） ； Radiotherapy Department, Henri Becquerel Cancer Center, Rouen, France（亨利·贝克勒尔癌症中心放射治疗部） ； Siemens Healthineers（西门子医疗） 纠错

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

Learning from Majority Label: A Novel Problem in Multi-class Multiple-Instance Learning

Shiku Kaito, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise

机构 * Department of Advanced Information Technology, Kyushu University, Fukuoka, Japan（先进信息技术系，九州大学，福冈，日本） 纠错

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

Comments 35 pages, 9 figures, Accepted in Pattern recognition

SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation

Junyu Yan, Feng Chen, Yuyang Xue, Yuning Du, Konstantinos Vilouras, Sotirios A. Tsaftaris, Steven McDonagh

机构 * School of Engineering, University of Edinburgh（爱丁堡大学工程学院） 纠错

专题命中 医学影像 ：biomedical(comments,journal_ref)；分类 cs.CV、cs.LG

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:015

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

Ultrasound-Triggered Release of Anticancer Nanoparticles from Electrospun Fabrics Integrated with Soft Robotic Tentacles

Samuel C. T. Moorcroft, Benjamin Calmé, Charles Brooker, Pietro Valdastri, Russell Harris, Stephen J. Russell, Giuseppe Tronci

专题命中 医学影像 ：diagnosis(abstract)

Comments 6 figures, 1 scheme. Accepted in Advanced NanoBiomed Research

Artificial Intelligence-Guided PET Image Reconstruction and Multi-Tracer Imaging: Novel Methods, Challenges, And Opportunities

Movindu Dassanayake, Alejandro Lopez, Andrew Reader, Gary J. R. Cook, Clemens Mingels, Arman Rahmim, Robert Seifert, Ian Alberts, Fereshteh Yousefirizi

专题命中 医学影像 ：CT(abstract)

Journal ref PET Clinics. 2025 Aug 25

Safeguarding Patient Trust in the Age of AI: Tackling Health Misinformation with Explainable AI

Sueun Hong, Shuojie Fu, Ovidiu Serban, Brianna Bao, James Kinross, Francesa Toni, Guy Martin, Uddhav Vaghela

专题命中 临床大模型 ：biomedical(abstract)

Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging

Mona Ashtari-Majlan, David Masip

机构 * Department of Computer Science, Multimedia, and Telecommunications, Universitat Oberta de Catalunya（计算机科学、多媒体与电信系，开放大学） 纠错

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

A domain adaptation neural network for digital twin-supported fault diagnosis

Zhenling Chen, Haiwei Fu, Zhiguo Zeng

机构 * Resilience of Complex Systems, Laboratoie Genie Industriel, CentraleSup\' e lec, Universit\' e Paris-Saclay, 91190, Gif-sur-Yvette, France 纠错

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

Comments Preprint accepted by ICCAD 2025 at Barcelona

Journal ref 2025 International Conference on Control, Automation and Diagnosis (ICCAD)

A Multi-stage Error Diagnosis for APB Transaction

Cheng-Yang Tsai, Tzu-Wei Huang, Jen-Wei Shih, I-Hsiang Wang, Yu-Cheng Lin, Rung-Bin Lin

专题命中 诊断辅助 ：diagnosis(title,abstract)

Canonical correlation decomposition of numerical and experimental data for observable diagnosis

Benshuai Lyu

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments Method extended, more examples included, typos corrected; 41 pages, 22 figures

A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers

Dominic Schneider, Lutz Rapp, Christoph Ament

机构 * Faculty of Applied Computer Science University of Augsburg（应用计算机科学学院 阿格堡大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments This paper has been accepted for publication at the 25th International Conference on Transparent Optical Networks (ICTON) 2025

Journal ref 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON)

EZhouNet:A framework based on graph neural network and anchor interval for the respiratory sound event detection

Yun Chu, Qiuhao Wang, Enze Zhou, Qian Liu, Gang Zheng

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control 2026-02 | Journal article

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models

Juraj Vladika, Mahdi Dhaini, Florian Matthes

机构 * Technical University of Munich（慕尼黑技术大学） ； School of Computation, Information and Technology（计算、信息与技术学院） ； Department of Computer Science（计算机科学系） 纠错

专题命中 生物医学文本 ：medical AI(abstract)；biomedical(abstract)

Comments Accepted to Findings of EMNLP 2025

Making neural networks understand internal heat transfer using Fourier-transformed thermal diffusion wave fields

Pengfei Zhu, Hai Zhang, Clemente Ibarra-Castanedo, Xavier Maldague, Andreas Mandelis

专题命中 生物医学文本 ：biomedical(abstract)

A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis

Charles Jones, Ben Glocker

机构 * Imperial College London（伦敦帝国学院） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Comments Excerpt from C. Jones' PhD thesis. Winner of the G-Research PhD prize 2025