医学 AI

RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts

Lauren H. Cooke, Matthias Jung, Jan M. Brendel, Nora M. Kerkovits, Borek Foldyna, Michael T. Lu, Vineet K. Raghu

专题命中 医学影像 ：medical AI(abstract)；medical image(abstract)；pathology(abstract)；radiology(abstract)

Comments 25 + 8 pages, 4 + 7 figures

Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning

Hannah Eichhorn, Veronika Spieker, Kerstin Hammernik, Elisa Saks, Lina Felsner, Kilian Weiss, Christine Preibisch, Julia A. Schnabel

机构 * Institute of Machine Learning in Biomedical Imaging , Helmholtz Munich , Germany ； School of Computation, Information \& Technology , Technical University of Munich , Germany ； School of Medicine \& Health, Institute for Diagnostic ； Interventional Neuroradiology , Technical University of Munich , Germany ； School of Medicine \& Health, TUM-Neuroimaging Center , Technical University of Munich , Germany ； Philips GmbH Market DACH , Germany ； School of Medicine \& Health, Clinic of Neurology , Technical University of Munich , Germany ； School of Biomedical Engineering \& Imaging Sciences , King’s College London , UK 纠错

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

Comments Under Review

Validation of a CT-brain analysis tool for measuring global cortical atrophy in older patient cohorts

Sukhdeep Bal, Emma Colbourne, Jasmine Gan, Ludovica Griffanti, Taylor Hanayik, Nele Demeyere, Jim Davies, Sarah T Pendlebury, Mark Jenkinson

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

Comments 6 figures

Using topological data analysis to compare inter-subject variability across resting state functional MRI brain representations

Ty Easley, Kevin Freese, Elizabeth Munch, Janine Bijsterbosch

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio、eess.IV

Comments first version submitted for NeurIPS 2023 conference; second version revised and submitted to SOCG 2024; current version submitted to the journal "Imaging Neuroscience."

Multispectral CT Denoising via Simulation-Trained Deep Learning: Experimental Results at the ESRF BM18

Peter Gänz, Steffen Kieß, Guangpu Yang, Jajnabalkya Guhathakurta, Tanja Pienkny, Charls Clark, Paul Tafforeau, Andreas Balles, Astrid Hölzing, Simon Zabler, Sven Simon

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

Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation

Wenjun Yu, Yinchen Zhou, Jia-Xuan Jiang, Shubin Zeng, Yuee Li, Zhong Wang

机构 * organization= School of Information Science \& Engineering, Lanzhou University , addressline= , city= Lanzhou , postcode= 730000 , country= China 纠错

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

Comments 29 pages and 8 figures

Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation

Mathilde Monvoisin, Louise Piecuch, Blanche Texier, Cédric Hémon, Anaïs Barateau, Jérémie Huet, Antoine Nordez, Anne-Sophie Boureau, Jean-Claude Nunes, Diana Mateus

机构 * Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, Nantes Universit\'e, Movement Interactions Performance, IP UR 4334 UFR STAPS, Nantes Université, CHU Nantes, Pole de Gérontologie Clinique, 1,2,3 F-44000, Nantes, France Univ Rennes, CLCC Eug\`ene Marquis, INSERM, LTSI - UMR 1099, F-35000 Rennes, France Institut Universitaire de France (IUF), Paris, France 纠错

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

Comments Both first Authors contributed equally to this work, lastnames in alphabetical order. This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution will be published in a Springer Nature Computer Science book series (CCIS, LNAI, LNBI, LNBIP, LNCS) and the doi will soon be released

CLAPS: A CLIP-Unified Auto-Prompt Segmentation for Multi-Modal Retinal Imaging

Zhihao Zhao, Yinzheng Zhao, Junjie Yang, Xiangtong Yao, Quanmin Liang, Shahrooz Faghihroohi, Kai Huang, Nassir Navab, M. Ali Nasseri

机构 * Technical University of Munich（慕尼黑技术大学） ； Sun Yat-Sen University（中山大学） 纠错

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

Comments BIBM

SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training

Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou

机构 * School of Biomedical Engineering, Division of Life Sciences ； Medicine, University of Science ； Technology of China (USTC), Hefei Anhui, 230026, China Center for Medical Imaging, Robotics, Analytic Computing \& Learning (MIRACLE), Suzhou Institute for Advance Research, USTC, 215123, China Stanford University, Palo Alto, California, 94025, United States Jiangsu Provincial Key Laboratory of Multimodal Digital Twin Technology, Suzhou Key Laboratory of Precision ； Intelligent Chemistry, USTC Anhui IFLYTEK CO., Ltd. 纠错

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

Comments Accepted by MICCAI 2025

RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification

Faisal Ahmed

机构 * Department of Data Science and Mathematics, Embry-Riddle Aeronautical University（数据科学与数学系，艾姆伯里-里德尔航空航天大学） 纠错

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

Comments 10 pages, 5 figures

Support Vector Machine Guided Reproducing Kernel Particle Method for Image-Based Modeling of Microstructures

Yanran Wang, Jonghyuk Baek, Yichun Tang, Jing Du, Mike Hillman, J. S. Chen

专题命中 医学影像 ：CT(abstract)；分类 cs.LG

Comments 58 pages, 51 figures, keywords: image-based modeling, support vector machine, reproducing kernel particle method, weak discontinuity, microstructures

Symmetry Interactive Transformer with CNN Framework for Diagnosis of Alzheimer's Disease Using Structural MRI

Zheng Yang, Yanteng Zhang, Xupeng Kou, Yang Liu, Chao Ren

机构 * College of Electronics and Information Engineering, Sichuan University, China（四川大学电子信息工程学院） ； Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (GSU, Georgia Tech, Emory), Atlanta, USA（跨机构神经影像与数据科学转化研究中心） ； College of Information and Electrical Engineering, China Agricultural University, China（中国农业大学信息与电气工程学院） ； School of Biomedical Engineering and Imaging Sciences, King's College London, UK（伦敦国王学院生物医学工程与影像科学学院） 纠错

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

UOPSL: Unpaired OCT Predilection Sites Learning for Fundus Image Diagnosis Augmentation

Zhihao Zhao, Yinzheng Zhao, Junjie Yang, Xiangtong Yao, Quanmin Liang, Daniel Zapp, Kai Huang, Nassir Navab, M. Ali Nasseri

机构 * Technical University of Munich（慕尼黑技术大学） ； Sun Yat-Sen University（中山大学） 纠错

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

Comments BIBM

Retrieval-Augmented VLMs for Multimodal Melanoma Diagnosis

Jihyun Moon, Charmgil Hong

机构 * Handong Global University（-handong全球大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG；medical image(comments)

Comments Medical Image Computing and Computer-Assisted Intervention (MICCAI) ISIC Skin Image Analysis Workshop (MICCAI ISIC) 2025; 10 pages

ADHDeepNet From Raw EEG to Diagnosis: Improving ADHD Diagnosis through Temporal-Spatial Processing, Adaptive Attention Mechanisms, and Explainability in Raw EEG Signals

Ali Amini, Mohammad Alijanpour, Behnam Latifi, Ali Motie Nasrabadi

机构 * Centre of Real Time Computer Systems, Faculty of Informatics（信息学院实时计算机系统中心） ； Kaunas University of Technology（考纳斯技术大学） ； University of Central Florida（中央佛罗里达大学） ； Amirkabir University of Technology（阿米尔卡比尔技术大学） ； Shahed University（沙赫德大学） 纠错

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

Comments 29 pages, 7 figures. Preprint. Correspondence: alijanpour@ucf.edu

An End-to-End Deep Learning Framework for Arsenicosis Diagnosis Using Mobile-Captured Skin Images

Asif Newaz, Asif Ur Rahman Adib, Rajit Sahil, Mashfique Mehzad

机构 * Islamic University of Technology (IUT)（伊斯兰科技大学） ； Ahsanullah University of Science（阿沙努拉科学大学） 纠错

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

Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the 7-Point Checklist

Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee

机构 * The University of British Columbia（不列颠哥伦比亚大学） ； Vancouver Coastal Health Research Institute（温哥华海岸健康研究机构） ； Department of Dermatology and Skin Science（皮肤科与皮肤病学系） ； Photomedicine Institute（光医学研究所） ； Centre for Clinical Epidemiology and Evaluation（临床流行病学与评估中心） ； School of Biomedical Engineering（生物医学工程学院） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； Department of Population Health Sciences（人群健康科学系） ； BC Cancer（不列颠哥伦比亚省癌症中心） ； BC Children’s Hospital Research Institute（不列颠哥伦比亚儿童医院研究机构） ； Guangdong Key Laboratory of Biomedical Measurements and Ultrasound Imaging（广东生物医学测量与超声成像重点实验室） ； Shenzhen University Medical School（深圳大学医学院） ； Shenzhen University（深圳大学） 纠错

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

Comments The paper was officially accepted for publication in IEEE Transactions on Neural Networks and Learning Systems in August 2025

CNN-ViT Hybrid for Pneumonia Detection: Theory and Empiric on Limited Data without Pretraining

Prashant Singh Basnet, Roshan Chitrakar

机构 * The British College, Keele University（凯利大学英国学院） ； Nepal College of Information Technology, Pokhara University（尼泊尔信息技术学院，波克拉大学） 纠错

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

Comments 8 pages, 5 Tables, 5 Figures. Manuscript submitted to ICOIICS 2025 Conference. Currently, under peer review

Spatial-Spectral Chromatic Coding of Interference Signatures in SAR Imagery: Signal Modeling and Physical-Visual Interpretation

Huizhang Yang, Chengzhi Chen, Liyuan Chen, Zhongling Huang, Zhong Liu, Jian Yang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.IV

Distributed Unknown Input Observer Design with Relaxed Conditions: Theory and Application to Vehicle Platooning

Ruixuan Zhao, Guitao Yang, Thomas Parisini, Boli Chen

专题命中 诊断辅助 ：diagnosis(abstract)

A Unified Symmetry-Constrained Framework for Band Inversions in Photonic Crystals with $C_n$ Symmetry

Ze Tao, Fujun Liu

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 7 pages, 5 figures

Bias in the Loop: How Humans Evaluate AI-Generated Suggestions

Jacob Beck, Stephanie Eckman, Christoph Kern, Frauke Kreuter

专题命中 诊断辅助 ：diagnosis(abstract)

Hue4U: Real-Time Personalized Color Correction in Augmented Reality

Jingwen Qin, Semen Checherin, Yue Li, Berend-Jan van der Zwaag, Ozlem Durmaz-Incel

专题命中 诊断辅助 ：diagnosis(abstract)

GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation

Jialin Yue, Tianyuan Yao, Ruining Deng, Siqi Lu, Junlin Guo, Quan Liu, Mengmeng Yin, Juming Xiong, Haichun Yang, Yuankai Huo

机构 * Department of Electrical and Computer Engineering, Vanderbilt University Medical Center（电气与计算机工程系，范德比尔特大学医学中心） ； Department of Computer Science, Vanderbilt University（计算机科学系，范德比尔特大学） ； Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center（病理学、微生物学与免疫学系，范德比尔特大学医学中心） 纠错

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

Multimodal Medical Disease Classification with LLaMA II

Christian Gapp, Elias Tappeiner, Martin Welk, Rainer Schubert

机构 * Institute of Biomedical Image Analysis UMIT TIROL（生物医学影像分析研究所 UMIT TIROL） ； UMIT TIROL – Private University for Health Sciences and Health Technology（UMIT TIROL – 健康科学与健康技术私立大学） ； VASCage – Centre on Clinical Stroke Research Innsbruck（VASCage – 神经科学临床研究中心 Innsbruck） 纠错

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

Comments 9 pages, 6 figures, conference: AIRoV -- The First Austrian Symposium on AI, Robotics, and Vision 25.-27.3.2024, Innsbruck

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge

Dima Galat, Diego Molla-Aliod

机构 * University of Technology Sydney (UTS), Australia（悉尼技术大学（UTS）） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments CEUR-WS, CLEF2025

Scalable Network of Mach-Zehnder Interferometers with a Single Entangled Resource

Zhihui Yan, Yanni Feng, Luca Pezze, Zhaoqing Zeng, Jingxu Ma, Xiaoyu Zhou, Augusto Smerzi, Xiaojun Jia, Kunchi Peng

专题命中 生物医学文本 ：biomedical(abstract)

Injection and Imaging of Achiral Microswimmers in Zebrafish

Biao Wang, U Kei Cheang

专题命中 生物医学文本 ：biomedical(abstract)

Comments This version includes the correct affiliation for U Kei Cheang, with no other changes made from the previous version

Enhancing Privacy Preservation and Reducing Analysis Time with Federated Transfer Learning in Digital Twins-based Computed Tomography Scan Analysis

Avais Jan, Qasim Zia, Murray Patterson

机构 * Georgia State University（佐治亚州立大学） 纠错

专题命中 医学数据与评测 ：medical image(abstract)；CT(abstract)；diagnosis(abstract)；biomedical(abstract)

Journal ref International Conference on Computational Advances in Bio and Medical Sciences 2025. Cham: Springer Nature Switzerland

RetinaGuard: Obfuscating Retinal Age in Fundus Images for Biometric Privacy Preserving

Zhengquan Luo, Chi Liu, Dongfu Xiao, Zhen Yu, Yueye Wang, Tianqing Zhu

机构 * Faculty of Data Science（数据科学学院） ； Faculty of lnformation Technology（信息技术学院） ； Faculty of Health and Social Sciences（健康与社会科学学院） 纠错

专题命中 医学数据与评测 ：medical image(abstract)；分类 cs.CV