医学 AI

MORE: Multi-Organ Medical Image REconstruction Dataset

Shaokai Wu, Yapan Guo, Yanbiao Ji, Jing Tong, Yuxiang Lu, Mei Li, Suizhi Huang, Yue Ding, Hongtao Lu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Suzhou Xiangcheng People’s Hospital（苏州湘城人民医院） 纠错

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

Comments Accepted to ACMMM 2025

Artificial Intelligence-Enabled Analysis of Radiology Reports: Epidemiology and Consequences of Incidental Thyroid Findings

Felipe Larios, Mariana Borras-Osorio, Yuqi Wu, Ana Gabriela Claros, David Toro-Tobon, Esteban Cabezas, Ricardo Loor-Torres, Maria Mateo Chavez, Kerly Guevara Maldonado, Luis Vilatuna Andrango, Maria Lizarazo Jimenez, Ivan Mateo Alzamora, Misk Al Zahidy, Marcelo Montero, Ana Cristina Proano, Cristian Soto Jacome, Jungwei W. Fan, Oscar J. Ponce-Ponte, Megan E. Branda, Naykky Singh Ospina, Juan P. Brito

专题命中 医学影像 ：radiology(title,abstract)；CT(abstract)；diagnosis(abstract)

BRIQA: Balanced Reweighting in Image Quality Assessment of Pediatric Brain MRI

Alya Almsouti, Ainur Khamitova, Darya Taratynova, Mohammad Yaqub

机构 * Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)（穆罕默德·本·扎耶德人工智能大学） 纠错

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

Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI

Xinqi Li, Yi Zhang, Li-Ting Huang, Hsiao-Huang Chang, Thoralf Niendorf, Min-Chi Ku, Qian Tao, Hsin-Jung Yang

机构 * Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, United States Berlin Ultrahigh Field Facility (B.U.F.F.), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Germany Department of Imaging Physics, Delft University of Technology, Netherlands TUM School of Computation, Information ； Technology, Technische Universität München, Germany Department of Surgery, Taipei Veterans General Hospital, Taiwan 纠错

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

Fine-tuning Segment Anything for Real-Time Tumor Tracking in Cine-MRI

Valentin Boussot, Cédric Hémon, Jean-Claude Nunes, Jean-Louis Dillenseger

机构 * Univ Rennes 1（里昂大学） 纠错

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

Comments Paper for the Trackrad2025 challenge, Team BreizhTrack

Reasoning Visual Language Model for Chest X-Ray Analysis

Andriy Myronenko, Dong Yang, Baris Turkbey, Mariam Aboian, Sena Azamat, Esra Akcicek, Hongxu Yin, Pavlo Molchanov, Marc Edgar, Yufan He, Pengfei Guo, Yucheng Tang, Daguang Xu

机构 * NVIDIA ； NIH/NCI ； CHOP/UPenn ； Basaksehir Cam and Sakura City Hospital 纠错

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

Comments NV-Reason-CXR-3B

UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation

Furkan Pala, Islem Rekik

机构 * BASIRA Lab, Imperial-X (I-X) and Department of Computing（BASIRA实验室、Imperial-X（I-X）和计算系） ； Imperial College London, London, United Kingdom（伦敦帝国学院） 纠错

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

Cycle Diffusion Model for Counterfactual Image Generation

Fangrui Huang, Alan Wang, Binxu Li, Bailey Trang, Ridvan Yesiloglu, Tianyu Hua, Wei Peng, Ehsan Adeli

机构 * Stanford University（斯坦福大学） 纠错

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

SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation

Xizhi Tian, Changjun Zhou, Yulin. Yang

机构 * School of Computer Science and Technology, Zhejiang Normal University（浙江师范大学计算机科学与技术学院） ； Metaverse and Artificial Intelligence Institute of Wenzhou University（温州大学元宇宙与人工智能研究院） 纠错

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

SA$^{2}$Net: Scale-Adaptive Structure-Affinity Transformation for Spine Segmentation from Ultrasound Volume Projection Imaging

Hao Xie, Zixun Huang, Yushen Zuo, Yakun Ju, Frank H. F. Leung, N. F. Law, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling

机构 * Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University（香港理工大学电子与电气工程系） ； School of Artificial Intelligence, Shenzhen Polytechnic University（深圳理工大学人工智能学院） ； School of Computing and Mathematic Sciences, University of Leicester（莱斯特大学计算与数学科学学院） ； Department of Biomedical Engineering, The Hong Kong Polytechnic University（香港理工大学生物医学工程系） ； School of Electrical and Data Engineering, University of Technology Sydney（悉尼大学电气与数据工程学院） 纠错

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

Comments Accepted by Computerized Medical Imaging and Graphics (CMIG)

On the Dataless Training of Neural Networks

Alvaro Velasquez, Susmit Jha, Ismail R. Alkhouri

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

Zoeppritz equations: from seismology to medical exploration

Harry G. Saavedra, Ramiro Moro

专题命中 医学影像 ：diagnosis(abstract)

Real-time CBCT reconstructions using Krylov solvers in repeated scanning procedures

Fred Hastings, S M Ragib Shahriar Islam, Malena Sabaté Landman, Sepideh Hatamikia, Carola-Bibiane Schönlieb, Ander Biguri

专题命中 医学影像 ：CT(abstract)

Dual Mixture-of-Experts Framework for Discrete-Time Survival Analysis

Hyeonjun Lee, Hyungseob Shin, Gunhee Nam, Hyeonsoo Lee

机构 * Lunit Inc.（Lunit公司） 纠错

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2025 workshop Learning from Time Series for Health (TS4H)

A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool

Adam E. Flanders, Yifan Peng, Luciano Prevedello, Robyn Ball, Errol Colak, Prahlad Menon, George Shih, Hui-Ming Lin, Paras Lakhani

专题命中 诊断辅助 ：clinical AI(title,abstract)；CT(abstract)；radiology(abstract)

Comments 29 pages, 3 figures, 4 tables

MV-MLM: Bridging Multi-View Mammography and Language for Breast Cancer Diagnosis and Risk Prediction

Shunjie-Fabian Zheng, Hyeonjun Lee, Thijs Kooi, Ali Diba

机构 * Department of Medicine I, LMU University Hospital, LMU Munich, Germany（慕尼黑大学医学部第一部门，LMU大学医院，慕尼黑，德国） ； Lunit Inc.（Lunit公司） 纠错

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

Comments Accepted to Computer Vision for Automated Medical Diagnosis (CVAMD) Workshop at ICCV 2025

Lightweight Ac Arc Fault Diagnosis via Fourier Transform Inspired Multi-frequency Neural Network

Qianchao Wang, Chuanzhen Jia, Yuxuan Ding, Zhe Li, Yaping Du

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

A Hybrid Framework Bridging CNN and ViT based on Theory of Evidence for Diabetic Retinopathy Grading

Junlai Qiu, Yunzhu Chen, Hao Zheng, Yawen Huang, Yuexiang Li

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

Estimating heritability of survival traits using censored multiple variance component model

Do Hyun Kim, Hua Zhou, Brendon Chau, Aubrey Jensen, Judong Shen, Devan Mehrotra, Gang Li, Jin J. Zhou

专题命中 诊断辅助 ：diagnosis(abstract)

Predictive Causal Inference via Spatio-Temporal Modeling and Penalized Empirical Likelihood

Byunghee Lee, Hye Yeon Sin, Joonsung Kang

专题命中 病理影像 ：biomedical(abstract)；分类 cs.LG

Simultaneous optimization of non-coplanar beam orientations and cumulative EQD2 distribution for high-dose reirradiation of locoregionally recurrent non-small cell lung cancer

Nathan Torelli, Jonas Willmann, Katja Daehler, Madalyne Day, Nicolaus Andratschke, Jan Unkelbach

专题命中 病理影像 ：CT(abstract)

Dynamic Traceback Learning for Medical Report Generation

Shuchang Ye, Mingyuan Meng, Mingjian Li, Dagan Feng, Usman Naseem, Jinman Kim

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

Comments Accepted to IEEE Transactions on Multimedia (TMM)

Combining Unsupervised Learning and Statistical Inference For Multimodal N-of-1 Trials

Juliana Schneider, Thomas Gärtner, Stefan Konigorski

专题命中 医疗多模态 ：medical image(abstract)

Comments 22 pages, 7 figures

Discovering Interpretable Biological Concepts in Single-cell RNA-seq Foundation Models

Charlotte Claye, Pierre Marschall, Wassila Ouerdane, Céline Hudelot, Julien Duquesne

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

A Continuous and Interpretable Morphometric for Robust Quantification of Dynamic Biological Shapes

Roua Rouatbi, Juan-Esteban Suarez Cardona, Alba Villaronga-Luque, Jesse V. Veenvliet, Ivo F. Sbalzarini

机构 * Dresden University of Technology, Faculty of Computer Science（德累斯顿技术大学计算机科学学院） ； Max Planck Institute of Molecular Cell Biology and Genetics（马克斯·普朗克分子细胞生物学与遗传学研究所） ； Center for Systems Biology Dresden（德累斯顿系统生物学中心） ； Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) Dresden/Leipzig（德累斯顿/莱比锡可扩展数据分析与人工智能中心（ScaDS.AI）） ； Cluster of Excellence Physics of Life, Technische Universität Dresden, Germany（生命物理卓越集群，德累斯顿技术大学，德国） ； Ludwig-Maximilians-Universität München（慕尼黑路德维希-马克西米利安大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心（MCML）） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.CV、q-bio

In Defence of Post-hoc Explainability

Nick Oh

机构 * socius labs（socius实验室） 纠错

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

Comments v1 presented at the Interpretable AI: Past, Present, and Future Workshop at NeurIPS 2024 (non-archival)

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu

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

Comments Accepted by NeurIPS 2025 Datasets & Benchmarks Track

Machine learning-based upscaling of rock permeability from pore scale to core scale: effect of training dataset size and sub-core volumes

Yaotian Guo, Fei Jiang, Takeshi Tsuji, Yoshitake Kato, Mai Shimokawara, Lionel Esteban, Mojtaba Seyyedi, Marina Pervukhina, Maxim Lebedev, Ryuta Kitamura

专题命中 医学数据与评测 ：CT(abstract)