医学 AI

Hemorica: A Comprehensive CT Scan Dataset for Automated Brain Hemorrhage Classification, Segmentation, and Detection

Kasra Davoodi, Mohammad Hoseyni, Javad Khoramdel, Reza Barati, Reihaneh Mortazavi, Amirhossein Nikoofard, Mahdi Aliyari-Shoorehdeli, Jaber Hatam Parikhan

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

Comments We need to double check the data and statistics. We will publish the complete version in coming months

Shape Deformation Networks for Automated Aortic Valve Finite Element Meshing from 3D CT Images

Linchen Qian, Jiasong Chen, Ruonan Gong, Wei Sun, Minliang Liu, Liang Liang

机构 * Department of Computer Science, University of Miami（计算机科学系，迈阿密大学） ； Sutra Medical Inc（Sutra医疗公司） ； Department of Mechanical Engineering, Texas Tech University（机械工程系，德克萨斯技术大学） 纠错

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

Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image Classification

Josef Mayr, Anna Reithmeir, Maxime Di Folco, Julia A. Schnabel

机构 * 1 School of Computation, Information ； Technology, Technical University of Munich, Germany 2 Munich Center for Machine Learning (MCML), Germany 3 Institute of Machine Learning in Biomedical Imaging, Helmholtz Munich, Germany 4 School of Biomedical Engineering ； Imaging Sciences, King’s College London, UK 纠错

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

Comments Preprint. Submitted to the IEEE International Symposium on Biomedical Imaging (ISBI) 2026

Adversarial and Score-Based CT Denoising: CycleGAN vs Noise2Score

Abu Hanif Muhammad Syarubany

机构 * Korea Advanced Institute of Science \& Technology (KAIST) Daejeon, South Korea 纠错

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

Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis

Eva Prakash, Jeya Maria Jose Valanarasu, Zhihong Chen, Eduardo Pontes Reis, Andrew Johnston, Anuj Pareek, Christian Bluethgen, Sergios Gatidis, Cameron Olsen, Akshay Chaudhari, Andrew Ng, Curtis Langlotz

机构 * Stanford University（斯坦福大学） 纠错

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

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, October 2025, pages 4413-4421

Climbing the label tree: Hierarchy-preserving contrastive learning for medical imaging

Alif Elham Khan

机构 * corp（公司） 纠错

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

Reconstruction-free segmentation from undersampled k-space using transformers

Yundi Zhang, Nil Stolt-Ansó, Jiazhen Pan, Wenqi Huang, Kerstin Hammernik, Daniel Rueckert

专题命中 医学影像 ：MRI(abstract)；分类 eess.IV

Comments Accepted by the conference ISMRM 2024 (https://archive.ismrm.org/2024/0656_WR8CHcQx6.html)

Laboratory-based x-ray microtomography with directional dark-field sensitivity

Carlos Navarrete-Leon, Alvaro Jose Gonzalez-Grajales, Harry Allan, Adam Doherty, Alissa Parmenter, Rocco D'Antuono, David Bate, Alberto Astolfo, Silvia Cipiccia, Charlotte K. Hagen, Alessandro Olivo, Marco Endrizzi

专题命中 医学影像 ：biomedical(abstract)

Interstitial dual-mode ultrasound with a 3-mm MR-compatible catheter for image-guided HIFU and directional in-vitro tissue ablations

Thomas Biscaldi, Romain l'Huillier, Laurent Milot, W Apoutou N'Djin

专题命中 医学影像 ：radiology(abstract)

Journal ref IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2024, 71 (11), pp.1588-1605

Inference of microporosity phase properties in heterogeneous carbonate rock with data assimilation techniques

Zhenkai Bo, Ahmed H. Elsheikh, Hannah P. Menke, Julien Maes, Tom Bultreys, Kamaljit Singh

专题命中 医学影像 ：CT(abstract)

MazeMate: An LLM-Powered Chatbot to Support Computational Thinking in Gamified Programming Learning

Chenyu Hou, Hua Yu, Gaoxia Zhu, John Derek Anas, Jiao Liu, Yew Soon Ong

机构 * Nanyang Technological University（南洋理工大学） ； National Institute of Education, Nanyang Technological University（南洋理工大学教育研究院） 纠错

专题命中 医学影像 ：CT(abstract)

A Multi-target Bayesian Transformer Framework for Predicting Cardiovascular Disease Biomarkers during Pandemics

Trusting Inekwe, Winnie Mkandawire, Emmanuel Agu, Andres Colubri

机构 * Department of Computer Science, WPI（计算机科学系，WPI） ； Department of Genetics and Computational Biology, UMass Chan Medical School（遗传学与计算生物学系，UMass Chan医学学院） ； AI Exploration Center, Department of Data Science and Analytics, SUNY Polytechnic Institute（AI探索中心，数据科学与分析系，SUNY polytechnic学院） 纠错

专题命中 临床大模型 ：CT(abstract)；分类 cs.LG

PrivacyCD: Hierarchical Unlearning for Protecting Student Privacy in Cognitive Diagnosis

Mingliang Hou, Yinuo Wang, Teng Guo, Zitao Liu, Wenzhou Dou, Jiaqi Zheng, Renqiang Luo, Mi Tian, Weiqi Luo

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

Cross-modal Causal Intervention for Alzheimer's Disease Prediction

Yutao Jin, Haowen Xiao, Junyong Zhai, Yuxiao Li, Jielei Chu, Fengmao Lv, Yuxiao Li

机构 * Southwest Jiaotong University（西南交通大学） ； Southeast University（东南大学） ； Sichuan University（四川大学） 纠错

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

Dynamic causal discovery in Alzheimer's disease through latent pseudotime modelling

Natalia Glazman, Jyoti Mangal, Pedro Borges, Sebastien Ourselin, M. Jorge Cardoso

机构 * King’s College London（伦敦国王学院） 纠错

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

Comments Accepted to the NeurIPS 2025 Workshop on CauScien: Uncovering Causality in Science

ASAP: an Agentic Solution to Auto-optimize Performance of Large-Scale LLM Training

Yuran Ding, Xinwei Chen, Xiaofan Zhang, Zongwei Zhou

专题命中 诊断辅助 ：diagnosis(abstract)

Comments This work has been accepted to Workshop on ML for Systems at NeurIPS 2025

Comparing Computational Pathology Foundation Models using Representational Similarity Analysis

Vaibhav Mishra, William Lotter

机构 * Dana-Farber Cancer Institute（达纳-法伯癌症研究所） ； Brigham and Women’s Hospital & Harvard Medical School（布里奇沃特医院及哈佛医学院） 纠错

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

Comments Proceedings of the 5th Machine Learning for Health (ML4H) Symposium

Attention-based ROI Discovery in 3D Tissue Images

Hossein Fathollahian, Siyuan Zhao, Nafiul Nipu, G. Elisabeta Marai

专题命中 病理影像 ：biomedical(abstract)；分类 q-bio

Comments 2 pages, 3 figures;

MedDChest: A Content-Aware Multimodal Foundational Vision Model for Thoracic Imaging

Mahmoud Soliman, Islam Osman, Mohamed S. Shehata, Rasika Rajapakshe

专题命中 医疗多模态 ：CT(abstract)；分类 cs.CV

Comments 10 pages, 2 figures

The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models

Alberto Cattaneo, Stephen Bonner, Thomas Martynec, Edward Morrissey, Carlo Luschi, Ian P Barrett, Daniel Justus

机构 * Graphcore Research（Graphcore研究机构） 纠错

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

BanglaMedQA and BanglaMMedBench: Evaluating Retrieval-Augmented Generation Strategies for Bangla Biomedical Question Answering

Sadia Sultana, Saiyma Sittul Muna, Mosammat Zannatul Samarukh, Ajwad Abrar, Tareque Mohmud Chowdhury

机构 * Department of Computer Science and Engineering, Islamic University of Technology（计算机科学与工程系，伊斯兰技术大学） 纠错

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

Comments Under Review

Quantum Optical Techniques for Biomedical Imaging

Vahid Salari, Yingwen Zhang, Sepideh Ahmadi, Dilip Paneru, Duncan England, Shabir Barzanjeh, Robert Boyd, Ebrahim Karimi, Christoph Simon, Daniel Oblak

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

Comments 20 pages, 8 figures

Nonequilibrium dynamics of membraneless active droplets

Chenxi Liu, Ding Cao, Siyu Liu, Yilin Wu

专题命中 生物医学文本 ：biomedical(abstract)

Event-Driven Implementation of a Physical Reservoir Computing Framework for superficial EMG-based Gesture Recognition

Yuqi Ding, Elisa Donati, Haobo Li, Hadi Heidari

机构 * James Watt School of Engineering, University of Glasgow（格拉斯哥大学詹姆斯·瓦特工程学院） ； Institute of Neuroinformatics, University of Zurich and ETH Zurich（苏黎世大学神经信息研究所） ； University of Glasgow（格拉斯哥大学） ； School of Science and Engineering, University of Dundee（邓迪大学科学与工程学院） 纠错

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

Comments 11 pages, 9 figures, journal

Systematic Evaluation of Preprocessing Techniques for Accurate Image Registration in Digital Pathology

Fatemehzahra Darzi, Rodrigo Escobar Diaz Guerrero, Thomas Bocklitz

专题命中 医学数据与评测 ：pathology(title,abstract)；分类 cs.CV

Comments 14 pages, 7 Figures

Med-GLIP: Advancing Medical Language-Image Pre-training with Large-scale Grounded Dataset

Ziye Deng, Ruihan He, Jiaxiang Liu, Yuan Wang, Zijie Meng, Songtao Jiang, Yong Xie, Zuozhu Liu

机构 * Zhejiang University（浙江大学） ； Guangdong Institute of Intelligence Science（广东智能科学研究院） 纠错

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

Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts

Ellis Brown, Jihan Yang, Shusheng Yang, Rob Fergus, Saining Xie

机构 * New York University（纽约大学） 纠错

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

Comments Project page: https://cambrian-mllm.github.io

RxSafeBench: Identifying Medication Safety Issues of Large Language Models in Simulated Consultation

Jiahao Zhao, Luxin Xu, Minghuan Tan, Lichao Zhang, Ahmadreza Argha, Hamid Alinejad-Rokny, Min Yang

机构 * Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） ； University of Electronic Science and Technology of China（电子科技大学） ； Shenzhen University of Advanced Technology（深圳大学） ； School of Biomedical Engineering, UNSW Sydney（生物医学工程学院，UNSW悉尼） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments To appear in BIBM2025