医学 AI

A Deep Learning System for Rapid and Accurate Warning of Acute Aortic Syndrome on Non-contrast CT in China

Yujian Hu, Yilang Xiang, Yan-Jie Zhou, Yangyan He, Dehai Lang, Shifeng Yang, Xiaolong Du, Chunlan Den, Youyao Xu, Gaofeng Wang, Zhengyao Ding, Jingyong Huang, Wenjun Zhao, Xuejun Wu, Donglin Li, Qianqian Zhu, Zhenjiang Li, Chenyang Qiu, Ziheng Wu, Yunjun He, Chen Tian, Yihui Qiu, Zuodong Lin, Xiaolong Zhang, Yuan He, Zhenpeng Yuan, Xiaoxiang Zhou, Rong Fan, Ruihan Chen, Wenchao Guo, Jianpeng Zhang, Tony C. W. Mok, Zi Li, Mannudeep K. Kalra, Le Lu, Wenbo Xiao, Xiaoqiang Li, Yun Bian, Chengwei Shao, Guofu Wang, Wei Lu, Zhengxing Huang, Minfeng Xu, Hongkun Zhang

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

FEAorta: A Fully Automated Framework for Finite Element Analysis of the Aorta From 3D CT Images

Jiasong Chen, Linchen Qian, Ruonan Gong, Christina Sun, Tongran Qin, Thuy Pham, Caitlin Martin, Mohammad Zafar, John Elefteriades, Wei Sun, Liang Liang

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

A Total Variation Regularized Framework for Epilepsy-Related MRI Image Segmentation

Mehdi Rabiee, Sergio Greco, Reza Shahbazian, Irina Trubitsyna

机构 * Department of Computer Engineering, Modeling, Electronics and Systems (DIMES), University of Calabria, Rende 87036, Italy（计算机工程、建模、电子与系统系（DIMES），卡拉布里亚大学，Rende 87036，意大利） 纠错

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

Efficient Universal Models for Medical Image Segmentation via Weakly Supervised In-Context Learning

Jiesi Hu, Yanwu Yang, Zhiyu Ye, Jinyan Zhou, Jianfeng Cao, Hanyang Peng, Ting Ma

机构 * Harbin Institute of Technology at Shenzhen（哈尔滨工业大学（深圳）） ； Peng Cheng Laboratory（鹏城实验室） ； University Hospital Tübingen（图宾根大学医院） ； German Center for Mental Health（德国心理健康中心） 纠错

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

3D Mapping of Static Magnetic Field Magnitude and AxialComponents around a total body 3T MRI clinical scanner

Francesco Girardello, Maria Antonietta D'Avanzo, Massimo Mattozzi, Victorian Michele Ferro, Giuseppe Acri, Valentina Hartwig

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 10 figures

Journal ref Front. Public Health, 7 Oct 2025

Conditional Denoising Diffusion Model-Based Robust MR Image Reconstruction from Highly Undersampled Data

Mohammed Alsubaie, Wenxi Liu, Linxia Gu, Ovidiu C. Andronesi, Sirani M. Perera, Xianqi Li

机构 * Department of Mathematics and Systems Engineering（数学与系统工程系） ； Department of Biomedical Engineering & Science（生物医学工程与科学系） ； Florida Institute of Technology（佛罗里达理工学院） ； A. A. Martinos Center for Biomedical Imaging（A.A. Martinos生物医学成像中心） ； Massachusetts General Hospital/Harvard Medical School（麻省总医院/哈佛医学院） ； Department of Radiology（放射科） ； Embry-Riddle Aeronautical University（艾姆伯-里尔航空大学） 纠错

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

Conditional Fetal Brain Atlas Learning for Automatic Tissue Segmentation

Johannes Tischer, Patric Kienast, Marlene Stümpflen, Gregor Kasprian, Georg Langs, Roxane Licandro

机构 * Computational Imaging Research Lab（计算成像研究实验室） ； Department of Biomedical Imaging and Image-guided Therapy（生物医学成像与影像引导治疗部门） ； Medical University of Vienna（维也纳医科大学） ； Comprehensive Center for Artificial Intelligence in Medicine（医学人工智能综合中心） ； Division of General Radiology（普通放射学分会） ； Medical University Vienna（维也纳医科大学） ； Christian Doppler Laboratory for Mathematical Modelling and Simulation of Next-Generation Medical Ultrasound Devices（基督教·多普勒医学影像建模与模拟实验室） 纠错

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

Comments 12 pages, 4 figures, MICCAI Workshop on Perinatal Imaging, Placental and Preterm Image analysis

acia-workflows: Automated Single-cell Imaging Analysis for Scalable and Deep Learning-based Live-cell Imaging Analysis Workflows

Johannes Seiffarth, Keitaro Kasahara, Michelle Bund, Benita Lückel, Richard D. Paul, Matthias Pesch, Lennart Witting, Michael Bott, Dietrich Kohlheyer, Katharina Nöh

机构 * Institute for Bio- and Geosciences, IBG-1: Biotechnology（生物与地球科学研究所，IBG-1：生物技术） ； Forschungszentrum Jülich（尤利奇研究中心） ； Computational Systems Biotechnology (AVT.CSB)（计算系统生物技术（AVT.CSB）） ； RWTH Aachen University（亚琛工业大学） ； Department for Statistics（统计系） ； Institute for Advanced Simulation, IAS-8: Data Analytics and Machine Learning（先进模拟研究所，IAS-8：数据分析与机器学习） ； Ludwig Maximilian University of Munich（慕尼黑路德维希-马克西米利安大学） ； Bioeconomy Science Center (BioSC)（生物经济科学中心（BioSC）） 纠错

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

Validation of Various Normalization Methods for Brain Tumor Segmentation: Can Federated Learning Overcome This Heterogeneity?

Jan Fiszer, Dominika Ciupek, Maciej Malawski

机构 * Sano Centre for Computational Medicine（桑诺计算医学中心） ； AGH University of Krakow（克拉科夫AGH大学） 纠错

专题命中 医学影像 ：MRI(abstract)；分类 cs.CV

Three Forms of Stochastic Injection for Improved Distribution-to-Distribution Generative Modeling

Shiye Su, Yuhui Zhang, Linqi Zhou, Rajesh Ranganath, Serena Yeung-Levy

机构 * Stanford University（斯坦福大学） ； Luma AI ； New York University（纽约大学） 纠错

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

TFM Dataset: A Novel Multi-task Dataset and Integrated Pipeline for Automated Tear Film Break-Up Segmentation

Guangrong Wan, Jun liu, Qiyang Zhou, Tang tang, Lianghao Shi, Wenjun Luo, TingTing Xu

机构 * School of Computer Science and Technology (National Exemplary Software School)（计算机科学与技术学院（国家级示范软件学院）） ； Chongqing University of Posts and Telecommunications（重庆邮电大学） 纠错

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

Investigating Students' Preferences for AI Roles in Mathematical Modelling: Evidence from a Randomized Controlled Trial

Wangda Zhu, Guang Chen, Yumeng Zhu, Lei Cai, Xiangen Hu

专题命中 医学影像 ：CT(abstract)

Neu-RadBERT for Enhanced Diagnosis of Brain Injuries and Conditions

Manpreet Singh, Sean Macrae, Pierre-Marc Williams, Nicole Hung, Sabrina Araujo de Franca, Laurent Letourneau-Guillon, François-Martin Carrier, Bang Liu, Yiorgos Alexandros Cavayas

专题命中 诊断辅助 ：diagnosis(title,abstract)；radiology(abstract)；分类 cs.LG、q-bio

Comments Both Manpreet Singh and Sean Macrae contributed equally and should be considered co-first authors. Corresponding author: Yiorgos Alexandros Cavayas

Ensemble Deep Learning and LLM-Assisted Reporting for Automated Skin Lesion Diagnosis

Sher Khan, Raz Muhammad, Adil Hussain, Muhammad Sajjad, Muhammad Rashid

机构 * Institute of Computer Science The University of Agriculture Peshawar, Pakistan（计算机科学研究所 伊斯兰农业大学 薩瓦爾，巴基斯坦） ； Department of Computer Science Islamia College Peshawar Pakistan（计算机科学系 伊斯兰学院 薩瓦爾，巴基斯坦） ； Department of Software Engineering Islamia College Peshawar Pakistan（软件工程系 伊斯兰学院 薩瓦爾，巴基斯坦） 纠错

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

Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention

Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi

机构 * University of the Basque Country（巴斯克大学） ； Ho Chi Minh City Open University（胡志明市开放大学） ； IKERBASQUE ； UMR 8520, CNRS, Central Lille（中央里尔大学） ； CNRS（国家科学研究中心） 纠错

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

Advancing glaucoma research with multiphysics continuum mechanics modelling: Opportunities and open challenges

Daniel Sebastia-Saez, Jinyuan Luo, Mengqi Qin, Tao Chen, Cynthia Yu-Wai-Man

专题命中 诊断辅助 ：diagnosis(abstract)；分类 q-bio

Determining the 3D Dynamics of Solar Flare Magnetic Reconnection

Joel T. Dahlin, Spiro K. Antiochos, Peter F. Wyper, Jiong Qiu, C. Richard DeVore

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Accepted for publication in ApJ. Added Figure 9, expanded discussion of ribbon feature scaling (section 6.2)

The Algebra of Meaning: Why Machines Need Montague More Than Moore's Law

Cheonkam Jeong, Sungdo Kim, Jewoo Park

机构 * Savassan（萨瓦桑） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Nitrogen-doped carbon quantum dots enhance bacteria growth and biosensing signals

David Rutherford, Marketa Šlapal Bařinková, Jaroslav Kuliček, Jelena Kozic, Jovana Prekodravac Filipović, Bohuslav Rezek

专题命中 诊断辅助 ：biomedical(abstract)

Comments 18 pages (including S.I.)

Code Like Humans: A Multi-Agent Solution for Medical Coding

Andreas Motzfeldt, Joakim Edin, Casper L. Christensen, Christian Hardmeier, Lars Maaløe, Anna Rogers

机构 * IT University of Denmark（丹麦技术大学） ； University of Copenhagen（哥本哈根大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments EMNLP Findings 2025

Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories

Islem Bouzenia, Michael Pradel

机构 * CISPA Helmholtz Center for Information Security Germany（CISPA海德堡信息安全中心） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments ACCEPTED FOR ASE 2025

Graph Conditioned Diffusion for Controllable Histopathology Image Generation

Sarah Cechnicka, Matthew Baugh, Weitong Zhang, Mischa Dombrowski, Zhe Li, Johannes C. Paetzold, Candice Roufosse, Bernhard Kainz

机构 * Department of Computing, Imperial College London, UK（帝国理工学院计算系） ； Weill Cornell Medicine, NY, USA（韦尔·科恩医学中心） ； Cornell Tech, NY, USA（康奈尔科技） ； Centre for Inflammatory Disease, Imperial College London, London, UK（帝国理工学院炎症疾病研究中心） 纠错

专题命中 病理影像 ：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

Adaptive Stain Normalization for Cross-Domain Medical Histology

Tianyue Xu, Yanlin Wu, Abhai K. Tripathi, Matthew M. Ippolito, Benjamin D. Haeffele

机构 * Dept. of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA（生物医学工程系，约翰霍普金斯大学，巴尔的摩，MD，USA） ； Johns Hopkins Malaria Research Institute, W. Harry Feinstone Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, MD, USA（约翰霍普金斯疟疾研究 institute，W. Harry Feinstone 分子微生物学与免疫学系，布隆伯格公共卫生学院，巴尔的摩，MD，USA） ； Dept. of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA（医学系，约翰霍普金斯大学医学院，巴尔的摩，MD，USA） ； Dept. of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA（电气与系统工程系，宾夕法尼亚大学，费城，PA，USA） 纠错

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

Comments Accepted to the 28th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2025)

Can AI Have a Personality? Prompt Engineering for AI Personality Simulation: A Chatbot Case Study in Gender-Affirming Voice Therapy Training

Tailon D. Jackson, Byunggu Yu

机构 * University of the District of Columbia（哥伦比亚特区大学） 纠错

专题命中 病理影像 ：pathology(abstract)

Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine

Xiaoshuang Huang, Lingdong Shen, Jia Liu, Fangxin Shang, Hongxiang Li, Haifeng Huang, Yehui Yang

机构 * Baidu Inc.（百度公司） 纠错

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

Comments Accepted by AAAI2025

Chem-NMF: Multi-layer $α$-divergence Non-Negative Matrix Factorization for Cardiorespiratory Disease Clustering, with Improved Convergence Inspired by Chemical Catalysts and Rigorous Asymptotic Analysis

Yasaman Torabi, Shahram Shirani, James P. Reilly

机构 * Electrical and Computer Engineering Department, McMaster University（麦斯特大学电气与计算机工程系） ； L.R. Wilson/Bell Canada Chair in Data Communications（数据通信LR. Wilson/Bell Canada chair） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG、eess.SP

RAISE: A self-driving laboratory for interfacial property formulation discovery

Mohammad Nazeri, Sheldon Mei, Jeffrey Watchorn, Alex Zhang, Erin Ng, Tao Wen, Abhijoy Mandal, Kevin Golovin, Alan Aspuru-Guzik, Frank Gu

专题命中 生物医学文本 ：biomedical(abstract)

Comments Mohammad Nazeri, Sheldon Mei, and Jeffrey Watchorn contributed equally to this work. *Corresponding author: Frank Gu (f.gu@utoronto.ca)

MeSH Concept Relevance and Knowledge Evolution: A Data-driven Perspective

Jenny Copara, Nona Naderi, Gilles Falquet, Douglas Teodoro

专题命中 生物医学文本 ：biomedical(abstract)

The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology

Fagun Patel, Duc Q. Nguyen, Sang T. Truong, Jody Vaynshtok, Sanmi Koyejo, Nick Haber

机构 * Stanford University（斯坦福大学） ； National University of Singapore（新加坡国立大学） ； Sound Speech and Hearing Clinic（语音与听力诊所） 纠错

专题命中 医学数据与评测 ：pathology(title,abstract)

Comments EMNLP 2025 Oral Presentation

Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation

Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

专题命中 医学数据与评测 ：medical image(abstract)；MRI(abstract)；分类 cs.LG、eess.IV

Comments I have changed the methodology because of some technical errors in this version