医学 AI

MediQ-GAN: Quantum-Inspired GAN for High Resolution Medical Image Generation

Qingyue Jiao, Yongcan Tang, Jun Zhuang, Jason Cong, Yiyu Shi

机构 * Independent Researcher（独立研究者） 纠错

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

Invited Paper: BitMedViT: Ternary-Quantized Vision Transformer for Medical AI Assistants on the Edge

Mikolaj Walczak, Uttej Kallakuri, Edward Humes, Xiaomin Lin, Tinoosh Mohsenin

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

Comments Accepted at 2025 IEEE/ACM International Conf. on Computer-Aided Design (ICCAD) Oct. 26-30 2025, Munich, DE

Progressive Growing of Patch Size: Curriculum Learning for Accelerated and Improved Medical Image Segmentation

Stefan M. Fischer, Johannes Kiechle, Laura Daza, Lina Felsner, Richard Osuala, Daniel M. Lang, Karim Lekadir, Jan C. Peeken, Julia A. Schnabel

机构 * School of Computation, Information and Technology, Technical University Munich（技术大学慕尼黑计算、信息与技术学院） ； Department of Radiation Oncology, TUM School of Medicine, TUM University Hospital rechts der Isar, Technical University of Munich（肿瘤放射治疗科，TUM医学院，TUM大学医院rechts der Isar，技术大学慕尼黑） ； Institute of Machine Learning in Biomedical Imaging, Helmholtz Munich（生物医学影像中的机器学习研究所，海德堡慕尼黑） ； Institute of Radiation Medicine, Helmholtz Center Munich（放射医学研究所，海德堡慕尼黑） ； Munich Center of Machine Learning (MCML)（慕尼黑机器学习中心） ； School of Biomedical Engineering and Imaging Sciences, King’s College London（生物医学工程与成像科学学院，伦敦国王学院） ； Departament de Matemàtiques i Informàtica, Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Universitat de Barcelona（数学与计算机科学系，巴塞罗那人工智能在医学实验室（BCN-AIM），巴塞罗那大学） 纠错

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

Comments Journal Extension of "Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks" (MICCAI2024) submitted to MedIA

AI-driven software for automated quantification of skeletal metastases and treatment response evaluation using Whole-Body Diffusion-Weighted MRI (WB-DWI) in Advanced Prostate Cancer

Antonio Candito, Matthew D Blackledge, Richard Holbrey, Nuria Porta, Ana Ribeiro, Fabio Zugni, Luca D'Erme, Francesca Castagnoli, Alina Dragan, Ricardo Donners, Christina Messiou, Nina Tunariu, Dow-Mu Koh

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

Wavelet-Optimized Motion Artifact Correction in 3D MRI Using Pre-trained 2D Score Priors

Genyuan Zhang, Xuyang Duan, Songtao Zhu, Ao Wang, Fenglin Liu

专题命中 医学影像 ：MRI(title,abstract)

Comments 11 pages, 5 figures

Characterizing the Reliability of a Novel Upright CT for Proton Therapy

Yuhao Yan, Jordan Slagowski, Jessica Miller, John Hayes, Carson Hoffman, Minglei Kang, Carri Glide-Hurst

专题命中 医学影像 ：CT(title,abstract)

3DViT-GAT: A Unified Atlas-Based 3D Vision Transformer and Graph Learning Framework for Major Depressive Disorder Detection Using Structural MRI Data

Nojod M. Alotaibi, Areej M. Alhothali, Manar S. Ali

机构 * Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University（计算机科学系，计算与信息技术学院，国王阿卜杜勒阿齐兹大学） 纠错

专题命中 医学影像 ：MRI(title)；分类 cs.CV

Comments 17 pages, 3 figure, 9 tables

Resource-efficient Automatic Refinement of Segmentations via Weak Supervision from Light Feedback

Alix de Langlais, Benjamin Billot, Théo Aguilar Vidal, Marc-Olivier Gauci, Hervé Delingette

机构 * Inria（法国国家信息与自动化技术研究所） ； Université Côte d'Azur（蔚蓝海岸大学） ； Inserm U1091（法国国家医学研究院 U1091 机构） ； Institut Universitaire Locomoteur et du Sport（运动与体育大学研究所） ； Centre Hospitalier Universitaire（大学医院中心） 纠错

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

CT density estimation and beam hardening correction for single material objects using reference scans - a simulation and experimental study

Nikhil Deshmukh

专题命中 医学影像 ：CT(title)

Comments 10 pages

Weakly Supervised Object Segmentation by Background Conditional Divergence

Hassan Baker, Matthew S. Emigh, Austin J. Brockmeier

机构 * Naval Surface Warfare Center Panama City Division（巴拿马城分部海军水面 warfare 中心） 纠错

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

Comments Published in TMLR: https://openreview.net/forum?id=2JJZhfGvMW

Journal ref Transactions on Machine Learning Research (2025). Retrieved from https://openreview.net/forum?id=2JJZhfGvMW

Recurrence Plot and Change Quantile-based Deep Supervised and Semi-supervised Protection for Transmission Lines Connected to Photovoltaic Plants

Pallav Kumar Bera, Samita Rani Pani

专题命中 医学影像 ：CT(abstract)；分类 eess.SP

Comments 29 pages

Journal ref Engineering Applications of Artificial Intelligence, Volume 163, November 2025, 113034

Variational Geometry-aware Neural Network based Method for Solving High-dimensional Diffeomorphic Mapping Problems

Zhiwen Li, Cheuk Hin Ho, Lok Ming Lui

机构 * Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong（数学系，香港中文大学（深圳校区）） ； Department of Mathematics, University of British Columbia, Vancouver, V6T1Z2, BC, Canada（数学系，不列颠哥伦比亚大学） ； Department of Mathematics, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong（数学系，香港中文大学（深圳校区）） 纠错

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

X-ray microcomputed tomography of 3D chaotic microcavities

Ke Tian, Mohammed Zia Jalaludeen, Yeon Ui Lee, Shilong Li, Sile Nic Chormaic

专题命中 医学影像 ：CT(abstract)

Prior-Adapted Progressive Time-Resolved CBCT Reconstruction Using a Dynamic Reconstruction and Motion Estimation Method

Ruizhi Zuo, Hua-Chieh Shao, You Zhang

专题命中 医学影像 ：CT(abstract)

Comments 34 pages, 8 figures

Super doubly robust and efficient estimator for informative covariate censoring

Zhewei Zhang, Yanyuan Ma, Karen Marder, Tanya P. Garcia

专题命中 临床大模型 ：diagnosis(abstract)

Collaborative Attention and Consistent-Guided Fusion of MRI and PET for Alzheimer's Disease Diagnosis

Delin Ma, Menghui Zhou, Jun Qi, Yun Yang, Po Yang

机构 * School of Software Yunnan University（软件学院 云南大学） ； Department of Computer Science The University of Sheffield（计算机科学系 剑桥大学） ； Department of Computing Xian JiaoTong-Liverpool University（计算系 西交利物浦大学） 纠错

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

BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring

Rajan Das Gupta, Md Kishor Morol, Nafiz Fahad, Md Tanzib Hosain, Sumaya Binte Zilani Choya, Md Jakir Hossen

机构 * American International University-Bangladesh（美国国际大学-孟加拉国） ； Multimedia University（多媒体大学） ； George Mason University（乔治·梅森大学） ； ELITE Research Lab（ELITE研究实验室） 纠错

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

Comments Accepted for publication in ICMLA 2025

QuPCG: Quantum Convolutional Neural Network for Detecting Abnormal Patterns in PCG Signals

Yasaman Torabi, Shahram Shirani, James P. Reilly

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

QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry

Jiaqing Xie, Weida Wang, Ben Gao, Zhuo Yang, Haiyuan Wan, Shufei Zhang, Tianfan Fu, Yuqiang Li

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Fudan University（复旦大学） ； Wuhan University（武汉大学） ； Xidian University（西安电子科技大学） ； Tsinghua University（清华大学） ； Nanjing University（南京大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Revision at Journal of Chemical Information and Modeling

Augmenting Open-Vocabulary Dysarthric Speech Assessment with Human Perceptual Supervision

Kaimeng Jia, Minzhu Tu, Zengrui Jin, Siyin Wang, Chao Zhang

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Submission of IEEE ICASSP 2026

Positive Semi-definite Latent Factor Grouping-Boosted Cluster-reasoning Instance Disentangled Learning for WSI Representation

Chentao Li, Behzad Bozorgtabar, Yifang Ping, Pan Huang, Jing Qin

机构 * Fu Foundation School of Engineering and Applied Science, Columbia University（哥伦比亚大学工程与应用科学学院） ； Signal Processing Laboratory (LT55), École Polytechnique Fédérale de Lausanne (EPFL)（瑞士联邦理工学院信号处理实验室） ； Radiology Department, Centre Hospitalier Universitaire Vaudois（瓦乌多大学医院放射科） ； Jingfeng Laboratory, Chongqing, China（重庆 Jingfeng 实验室） ； Centre for Smart Health, School of Nursing, The Hong Kong Polytechnic University（香港理工大学智能健康中心） 纠错

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

Comments Our code is available at https://github.com/Prince-Lee-PathAI/PG-CIDL

Fuzzy Soft Set Theory based Expert System for the Risk Assessment in Breast Cancer Patients

Muhammad Sheharyar Liaqat

专题命中 病理影像 ：diagnosis(abstract)

Before the Clinic: Transparent and Operable Design Principles for Healthcare AI

Alexander Bakumenko, Aaron J. Masino, Janine Hoelscher

机构 * Clemson University（克莱姆森大学） 纠错

专题命中 医学数据与评测 ：healthcare AI(title,abstract)；clinical AI(abstract)

Real World Federated Learning with a Knowledge Distilled Transformer for Cardiac CT Imaging

Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt

机构 * DZHK (German Centre for Cardiovascular Research), all partner sites Department of Cardiology, Angiology ； Pneumology, Heidelberg University Hospital, Heidelberg, Germany Informatics for Life Institute, Heidelberg, Germany Clinic for Cardiology III, University Hospital M\"unster, M\"unster, Germany Department of Medicine I, LMU University Hospital, LMU Munich, Munich, Germany Department of Diagnostic ； Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany Department of Medical Statistics, University Medical Center G\"ottingen, G\"ottingen, Germany Deutsches Herzzentrum der Charité (DHZC), Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany Charité – Universit\"atsmedizin Berlin, corporate member of Freie Universit\"at Berlin ； Humboldt-Universit\"at zu Berlin, Berlin, Germany Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany Institute for Experimental ； Translational Cardiovascular Imaging, Goethe University, Frankfurt am Main, Germany Department of Cardiology, University Heart ； Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany Department of Cardiology, University Medicine G\"ottingen, G\"ottingen, Germany Department of Cardiology, Campus Kerckhoff of the Justus-Liebig-University at Gießen, Kerckhoff-Clinic, Gießen, Germany 纠错

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

H-Infinity Filter Enhanced CNN-LSTM for Arrhythmia Detection from Heart Sound Recordings

Rohith Shinoj Kumar, Rushdeep Dinda, Aditya Tyagi, Annappa B., Naveen Kumar M. R

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； National Institute of Technology Karnataka, Surathkal, Karnataka, India 575025（卡纳塔克邦苏拉塔卡尔国家理工学院） 纠错

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

Comments This is a preprint of a paper to appear at the 15th IEEE International Conference on Systems Engineering and Technology (ICSET 2025)

Bringing Private Reads to Hyperledger Fabric via Private Information Retrieval

Artur Iasenovets, Fei Tang, Huihui Zhu, Ping Wang, Lei Liu

专题命中 医学数据与评测 ：CT(abstract)

Comments This work has been submitted to IEEE for possible publication

Program Synthesis Dialog Agents for Interactive Decision-Making

Matthew Toles, Nikhil Balwani, Rattandeep Singh, Valentina Giulia Sartori Rodriguez, Zhou Yu

机构 * Columbia University（哥伦比亚大学） ； Amazon（亚马逊） ； Sciences Po Paris（巴黎社会科学高等研究院） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Signal attenuation and phase evolution evaluation under the influence of nonlinear gradient

Chenghao Xua, Guoxing Lin

专题命中 医学数据与评测 ：MRI(abstract)

Comments 18 pages, 3 figures