医学 AI

Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles

Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim

机构 * Eindhoven University of Technology（埃因霍温理工大学） ； The D-Lab（D实验室） ； Maastricht University（马斯特里赫特大学） 纠错

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

Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease

Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Marilyn S. Albert, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Išgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman

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

Comments Accepted to Imaging Neuroscience

Taylor-Series Expanded Kolmogorov-Arnold Network for Medical Imaging Classification

Kaniz Fatema, Emad A. Mohammed, Sukhjit Singh Sehra

机构 * Wilfrid Laurier University（威尔弗里德·劳里埃大学） 纠错

专题命中 医学影像 ：clinical AI(abstract)；medical image(abstract)；MRI(abstract)；diagnosis(abstract)

FunKAN: Functional Kolmogorov-Arnold Network for Medical Image Enhancement and Segmentation

Maksim Penkin, Andrey Krylov

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

Comments 9 pages, 5 figures, submitted to the Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)

Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

机构 * School of Electrical Engineering, KAIST, South Korea（韩国国立首尔大学电子工程学院） ； Department of Applied AI, Hansung University, South Korea（韩国翰 Sung大学应用人工智能系） 纠错

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

Comments Accepted to IEEE BioCAS 2025

Consistent View Alignment Improves Foundation Models for 3D Medical Image Segmentation

Puru Vaish, Felix Meister, Tobias Heimann, Christoph Brune, Jelmer M. Wolterink

机构 * Department of Applied Mathematics, Technical Medical Centre, University of Twente（代尔夫特理工大学应用数学系） ； Digital Technology and Innovation, Siemens Healthineers, Erlangen, Germany（西门子医疗创新部，埃尔朗根，德国） 纠错

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

Comments MICCAI 2025: 1st Place in Transformer track and 2nd Place in Convolution track of SSL3D-OpenMind challenge

Prediction and Causality of functional MRI and synthetic signal using a Zero-Shot Time-Series Foundation Model

Alessandro Crimi, Andrea Brovelli

机构 * AGH University of Krakow, Poland（克拉科夫AGH大学） ； Institut de Neurosciences de la Timone UMR 7289, Aix Marseille Université, CNRS, 13005, Marseille, France（里莫内神经科学研究所） 纠错

专题命中 医学影像 ：MRI(title)；分类 cs.LG

SAMIR, an efficient registration framework via robust feature learning from SAM

Yue He, Min Liu, Qinghao Liu, Jiazheng Wang, Yaonan Wang, Hang Zhang, Xiang Chen

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

Generative AI Pipeline for Interactive Prompt-driven 2D-to-3D Vascular Reconstruction for Fontan Geometries from Contrast-Enhanced X-Ray Fluoroscopy Imaging

Prahlad G Menon

机构 * University of Pittsburgh（匹兹堡大学） ； The American Association for Thoracic Surgery (AATS)（美国胸外科医师协会） 纠错

专题命中 医学影像 ：medical image(abstract)；分类 cs.CV、q-bio、eess.IV

LamiGauss: Pitching Radiative Gaussian for Sparse-View X-ray Laminography Reconstruction

Chu Chen, Ander Biguri, Jean-Michel Morel, Raymond H. Chan, Carola-Bibiane Schönlieb, Jizhou Li

机构 * Department of Mathematics, City University of Hong Kong（香港城市大学数学系） ； Department of Applied Mathematics and Theoretical Physics, University of Cambridge（剑桥大学应用数学与理论物理系） ； School of Data Science, Lingnan University（岭南大学数据科学学院） ； Department of Operations and Risk Management, Lingnan University（岭南大学运营与风险管理系） ； Department of Electronic Engineering, The Chinese University of Hong Kong（香港中文大学电子工程系） 纠错

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

MEGANet-W: A Wavelet-Driven Edge-Guided Attention Framework for Weak Boundary Polyp Detection

Zhe Yee Tan, Ashwaq Qasem

机构 * School of Artificial Intelligence and Robotics (SAIR)（人工智能与机器人学院（SAIR）） ； Xiamen University Malaysia（马来西亚厦门大学） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

Leveraging Support Vector Regression, Radiomics and Dosiomics for Outcome Prediction in Personalized Ultra-fractionated Stereotactic Adaptive Radiotherapy (PULSAR)

Yajun Yu, Steve Jiang, Robert Timmerman, Hao Peng

专题命中 医学影像 ：MRI(abstract)；分类 cs.LG

Prognosis of COVID-19 using Artificial Intelligence: A Systematic Review and Meta-analysis

SaeedReza Motamedian, Sadra Mohaghegh, Elham Babadi Oregani, Mahrsa Amjadi, Parnian Shobeiri, Negin Cheraghi, Niusha Solouki, Nikoo Ahmadi, Hossein Mohammad-Rahimi, Yassine Bouchareb, Arman Rahmim

专题命中 医学影像 ：CT(abstract)；分类 cs.LG

Personalization on a Budget: Minimally-Labeled Continual Learning for Resource-Efficient Seizure Detection

Amirhossein Shahbazinia, Jonathan Dan, Jose A. Miranda, Giovanni Ansaloni, David Atienza

机构 * Embedded Systems Laboratory, EPFL（EPFL嵌入式系统实验室） 纠错

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Recursive Variational Autoencoders for 3D Blood Vessel Generative Modeling

Paula Feldman, Miguel Fainstein, Viviana Siless, Claudio Delrieux, Emmanuel Iarussi

机构 * Consejo Nacional de Investigaciones Científicas y Técnicas（阿根廷国家科学与技术研究院） ； Universidad Torcuato Di Tella（托科托迪塔拉大学） ； Depto. Ing. Eléctrica y Computadoras, Universidad Nacional del Sur（国家南部大学电子工程与计算机系） 纠错

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

Deep Learning-Driven Peptide Classification in Biological Nanopores

Samuel Tovey, Julian Hoßbach, Sandro Kuppel, Tobias Ensslen, Jan C. Behrends, Christian Holm

机构 * Institute for Computational Physics, University of Stuttgart（斯图加特大学计算物理研究所） ； Laboratory for Membrane Physiology and Technology, Department of Physiology, Faculty of Medicine, University of Freiburg（弗赖堡大学医学学院生理学与技术实验室） 纠错

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

Comments 29 pages (incl. references) 7 figures

From Data to Alloys Predicting and Screening High Entropy Alloys for High Hardness Using Machine Learning

Rahul Bouri, Manikantan R. Nair, Tribeni Roy

专题命中 诊断辅助 ：biomedical(abstract)

Comments 23 pages

The Role of AAC in Social Communication and Community Engagement: Experiences and Opinions of Autistic Adults

Blade Frisch, Betts Peters, Keith Vertanen

专题命中 诊断辅助 ：diagnosis(abstract)

Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows

Jiabo MA, Wenqiang Li, Jinbang Li, Ziyi Liu, Linshan Wu, Fengtao Zhou, Li Liang, Ronald Cheong Kin Chan, Terence T. W. Wong, Hao Chen

机构 * Guangdong Provincial Key Laboratory of Molecular Tumor Pathology（广东省分子肿瘤病理学重点实验室） 纠错

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

Comments the arxiv version of the under review journal paper

Standards in the Preparation of Biomedical Research Metadata: A Bridge2AI Perspective

Harry Caufield, Satrajit Ghosh, Sek Wong Kong, Jillian Parker, Nathan Sheffield, Bhavesh Patel, Andrew Williams, Timothy Clark, Monica C. Munoz-Torres

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 q-bio

Combining Evidence and Reasoning for Biomedical Fact-Checking

Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II（那不勒斯费德里科二世大学） ； Northwestern University（西北大学） 纠错

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

Comments Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification

Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II（那不勒斯费迪里奇二世大学） ； Northwestern University（西北大学） 纠错

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

Journal ref SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Self-supervised learning on gene expression data

Kevin Dradjat, Massinissa Hamidi, Pierre Bartet, Blaise Hanczar

机构 * IBISC Laboratory（IBISC实验室） ； University Paris-Saclay (Univ. Evry)（巴黎-萨克莱大学（欧里大学）） 纠错

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

Journal ref Bioinformatics 2025

The NIAID Discovery Portal: A Unified Search Engine for Infectious and Immune-Mediated Disease Datasets

Ginger Tsueng, Emily Bullen, Candice Czech, Dylan Welzel, Leandro Collares, Jason Lin, Everaldo Rodolpho, Zubair Qazi, Nichollette Acosta, Lisa M. Mayer, Sudha Venkatachari, Zorana Mitrović Vučičević, Poromendro N. Burman, Deepti Jain, Jack DiGiovanna, Maria Giovanni, Asiyah Lin, Wilbert Van Panhuis, Laura D. Hughes, Andrew I. Su, Chunlei Wu

专题命中 生物医学文本 ：biomedical(abstract)

Comments 20 pages, 3 figures, 1 table, submitted to mSystems

Dynamic Beam Shaping Using a Wavelength-Adaptive Diffractive Neural Network for Laser-Assisted Manufacturing

Bharathy Jacob, John Rozario Jegaraj, Nithyanandan Kanagaraj

专题命中 生物医学文本 ：biomedical(abstract)

Comments 8 Pages, 3 Figures, 1 Table