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