医学 AI

A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation

Yin Li, Qi Chen, Kai Wang, Meige Li, Liping Si, Yingwei Guo, Yu Xiong, Qixing Wang, Yang Qin, Ling Xu, Patrick van der Smagt, Jun Tang, Nutan Chen

机构 * The First People’s Hospital of Foshan, China（佛山市第一人民医院） ； The Second Affiliated Hospital of Anhui Medical University, China（安徽医科大学第二附属医院） ； Zhongshan Hospital, Fudan University, Shanghai, China（复旦大学中山医院） ； ELTE University, Budapest, Hungary（ELTE大学） ； Foundation Robotics Labs, Munich, Germany（Foundation Robotics Labs） 纠错

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

Comments This preprint has been submitted to and accepted in principle for publication in Scientific Data without significant changes

MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan

Muhammad Usman, Azka Rehman, Abd Ur Rehman, Abdullah Shahid, Tariq Mahmood Khan, Imran Razzak, Minyoung Chung, Yeong Gil Shin

机构 * Department of Computer Science and Engineering, Seoul National University（计算机科学与工程系，首尔国立大学） ； Center for Artificial Intelligence in Medicine and Imaging, HealthHub Co. Ltd.（医学与影像人工智能中心，HealthHub公司） ； Department of Electrical and Computer Engineering, The University of Alabama（电气与计算机工程系，阿拉巴马大学） ； Department of Electrical Engineering, COMSATS University Islamabad（电气工程系，COMSATS大学伊斯兰堡分校） 纠错

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

XAG-Net: A Cross-Slice Attention and Skip Gating Network for 2.5D Femur MRI Segmentation

Byunghyun Ko, Anning Tian, Jeongkyu Lee

机构 * Khoury College of Computer Sciences, Northeastern University, USA（东北大学Khoury计算机科学学院） 纠错

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

Comments Accepted at the 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA). This is the preprint version of the paper

Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free

Gian Mario Favero, Parham Saremi, Emily Kaczmarek, Brennan Nichyporuk, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Comments Accepted for publication at MIDL 2025

Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images

Daniel Wolf, Heiko Hillenhagen, Billurvan Taskin, Alex Bäuerle, Meinrad Beer, Michael Götz, Timo Ropinski

机构 * Visual Computing Group, Institute of Media Informatics, Ulm University, Germany（媒体信息研究所视觉计算组，乌尔姆大学，德国） ； Diagnostic and Interventional Radiology, Ulm University Medical Center, Germany（乌尔姆大学医学中心诊断与介入放射学） ； Axiom Bio, USA（Axiom Bio公司，美国） 纠错

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

Comments Accepted at the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025

Few-Shot Deployment of Pretrained MRI Transformers in Brain Imaging Tasks

Mengyu Li, Guoyao Shen, Chad W. Farris, Xin Zhang

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

Comments 30 pages, 8 figures, 7 tables

A Unified Generation-Registration Framework for Improved MR-based CT Synthesis in Proton Therapy

Xia Li, Renato Bellotti, Barbara Bachtiary, Jan Hrbacek, Damien C. Weber, Antony J. Lomax, Joachim M. Buhmann, Ye Zhang

专题命中 医学影像 ：CT(title,abstract)

Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey

Guoping Xu, Xiaxia Wang, Xinglong Wu, Xuesong Leng, Yongchao Xu

机构 * School of Computer Science and Engineering, Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology（计算机科学与工程学院、智能机器人湖北省重点实验室、武汉理工大学） ； School of Computer Science, Wuhan University（计算机科学学院、武汉大学） 纠错

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

Journal ref Engineering Applications of Artificial Intelligence, Volume 142, 15 February 2025, 109890

CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation

Xia Li, Runzhao Yang, Xiangtai Li, Antony Lomax, Ye Zhang, Joachim Buhmann

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

Comments This paper has been merged into the new version of arXiv:2405.00430

Clinically-guided Data Synthesis for Laryngeal Lesion Detection

Chiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Diaz, Karim Lekadir, Leonardo S. Mattos

机构 * Biomedical Robotics Laboratory, Department of Advanced Robotics, Istituto Italiano di Tecnologia, Genoa, Italy Department of Informatics, Bioengineering, Robotics, Systems Engineering, University of Genova, Genoa, Italy Departament de Matem\`atiques i Inform\`atica, Universitat de Barcelona, Spain Computer Vision Center, Bellaterra, Spain Instituci\`o Catalana de Recerca i Estudis Avan cats (ICREA), Barcelona, Spain 纠错

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

Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation

Ojonugwa Oluwafemi Ejiga Peter, Akingbola Oluwapemiisin, Amalahu Chetachi, Adeniran Opeyemi, Fahmi Khalifa, Md Mahmudur Rahman

机构 * Department of Advanced Computing, Morgan State University（高级计算系，摩根州立大学） ； Department of Computer and Electrical Engineering, Morgan State University（计算机与电气工程系，摩根州立大学） 纠错

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

Journal ref Proc. of SPIE Vol. 13410, 1341024 (2025)

Towards MR-Based Trochleoplasty Planning

Michael Wehrli, Alicia Durrer, Paul Friedrich, Sidaty El Hadramy, Edwin Li, Luana Brahaj, Carol C. Hasler, Philippe C. Cattin

机构 * Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland（巴塞尔大学生物医学工程系） ； Olten Cantonal Hospital, Olten, Switzerland（奥尔滕县医院） ； Department of Orthopedics, University Children's Hospital Basel, Basel, Switzerland（巴塞尔大学儿童医院骨科部） 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Comments Accepted at MICCAI COLAS Workshop 2025. Code: https://wehrlimi.github.io/sr-3d-planning/

Instantaneous continuous loss of Sobolev regularity for the 3D incompressible Euler equation

In-Jee Jeong, Luis Martínez-Zoroa, Wojciech S. Ożański

专题命中 医学影像 ：CT(abstract)

Comments 33 pages, 1 figure

Lessons from A Large Language Model-based Outdoor Trail Recommendation Chatbot with Retrieval Augmented Generation

Julia Ann Mathew, Suining He

机构 * University of Connecticut（康涅狄格大学） ； School of Computing（计算学院） 纠错

专题命中 医学影像 ：CT(abstract)

Comments 4 pages, UrbComp 2025

An Interpretable Multi-Plane Fusion Framework With Kolmogorov-Arnold Network Guided Attention Enhancement for Alzheimer's Disease Diagnosis

Xiaoxiao Yang, Meiliang Liu, Yunfang Xu, Zijin Li, Zhengye Si, Xinyue Yang, Zhiwen Zhao

机构 * School of Artificial Intelligence, Beijing Normal University（人工智能学院，北京师范大学） 纠错

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

DKG-LLM : A Framework for Medical Diagnosis and Personalized Treatment Recommendations via Dynamic Knowledge Graph and Large Language Model Integration

Ali Sarabadani, Maryam Abdollahi Shamami, Hamidreza Sadeghsalehi, Borhan Asadi, Saba Hesaraki

专题命中 诊断辅助 ：diagnosis(title,abstract)

Adversarial Attacks on Reinforcement Learning-based Medical Questionnaire Systems: Input-level Perturbation Strategies and Medical Constraint Validation

Peizhuo Liu

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

Comments 30 pages (21 pages main text, 3 pages references, 6 pages appendix), 4 figures

HASD: Hierarchical Adaption for pathology Slide-level Domain-shift

Jingsong Liu, Han Li, Chen Yang, Michael Deutges, Ario Sadafi, Xin You, Katharina Breininger, Nassir Navab, Peter J. Schüffler

机构 * Institute of Pathology, Technical University of Munich, TUM School of Medicine and Health（病理研究所，慕尼黑技术大学，TUM医学院和健康学院） ； Computer Aided Medical Procedures (CAMP), TU Munich（计算机辅助医疗程序（CAMP），慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心（MCML）） ； Institute of AI for Health, Computational Health Center, Helmholtz Munich（健康人工智能研究所，计算健康中心，海德堡慕尼黑） ； Center for AI and Data Science (CAIDAS), Julius-Maximilians-Universität Würzburg（人工智能与数据科学中心（CAIDAS），维尔茨堡约纳斯-马克斯-迈克尔-大学） 纠错

专题命中 病理影像 ：pathology(title,abstract)

Comments Accepted by MICCAI 2025

Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification

Mobarak Abumohsen, Enrique Costa-Montenegro, Silvia García-Méndez, Amani Yousef Owda, Majdi Owda

专题命中 病理影像 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework

Ojonugwa Oluwafemi Ejiga Peter, Daniel Emakporuena, Bamidele Dayo Tunde, Maryam Abdulkarim, Abdullahi Bn Umar

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Journal ref Proc. SPIE 13410, Medical Imaging 2025: Clinical and Biomedical Imaging, 1341024 (2 April 2025)

EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers

Jianyou Wang, Weili Cao, Kaicheng Wang, Xiaoyue Wang, Ashish Dalvi, Gino Prasad, Qishan Liang, Hsuan-lin Her, Ming Wang, Qin Yang, Gene W. Yeo, David E. Neal, Maxim Khan, Christopher D. Rosin, Ramamohan Paturi, Leon Bergen

机构 * Laboratory for Emerging Intelligence, University of California, San Diego（新兴智能实验室，加州大学圣地亚哥分校） ； Elsevier（埃塞洋） ； Department of Cellular and Molecular Medicine, University of California, San Diego（细胞与分子医学系，加州大学圣地亚哥分校） ； Sichuan Cancer Hospital & Institute（四川癌症医院与研究所） ； The Third People’s Hospital of Chengdu（成都第三人民医院） 纠错

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

Comments Published at Conference on Language Modeling (COLM) 2025

Optimal Linear Baseline Models for Scientific Machine Learning

Alexander DeLise, Kyle Loh, Krish Patel, Meredith Teague, Andrea Arnold, Matthias Chung

机构 * Department of Scientific Computing and Department of Mathematics, Florida State University（科学计算系和数学系，佛罗里达州立大学） ； Department of Mathematics and Statistics, Florida Atlantic University（数学与统计学系，佛罗里达亚特兰大大学） ； Department of Mathematics, Emory University（数学系，埃默里大学） ； Department of Quantitative Theory and Methods, Emory University（定量理论与方法系，埃默里大学） ； Department of Mathematical Sciences, Worcester Polytechnic Institute（数学科学系，沃斯特理工学院） 纠错

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

Comments 40 pages, 10 Figures, 9 Tables

Reinforcement Learning Based Sensor Optimization for Bio-markers

Sajal Khandelwal, Pawan Kumar, Syed Azeemuddin

专题命中 健康监测 ：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG、eess.SP

Comments 7 pages, 4 tables

MAATS: A Multi-Agent Automated Translation System Based on MQM Evaluation

George Wang, Jiaqian Hu, Safinah Ali

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