医学 AI

Imagining Alternatives: Towards High-Resolution 3D Counterfactual Medical Image Generation via Language Guidance

Mohamed Mohamed, Brennan Nichyporuk, Douglas L. Arnold, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Comments Accepted to the 2025 MICCAI ELAMI Workshop

Survey of AI-Powered Approaches for Osteoporosis Diagnosis in Medical Imaging

Abdul Rahman, Bumshik Lee

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

Comments 56 pages, 18 figures

Latent Representation Learning from 3D Brain MRI for Interpretable Prediction in Multiple Sclerosis

Trinh Ngoc Huynh, Nguyen Duc Kien, Nguyen Hai Anh, Dinh Tran Hiep, Manuela Vaneckova, Tomas Uher, Jeroen Van Schependom, Stijn Denissen, Tran Quoc Long, Nguyen Linh Trung, Guy Nagels

机构 * VNU University of Engineering and Technology（越南工程大学） ； Bach Mai Hospital（巴赫梅医院） 纠错

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

Comments The abstract has been condensed to under 1920 characters

Target Population Synthesis using CT-GAN

Tanay Rastogi, Daniel Jonsson

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

Comments Submitted for journal and is under review

Automated Structured Radiology Report Generation with Rich Clinical Context

Seongjae Kang, Dong Bok Lee, Juho Jung, Dongseop Kim, Won Hwa Kim, Sunghoon Joo

机构 * VUNO Inc.（VUNO公司） ； KAIST（韩国科学技术院） ； POSTECH（POSTECH大学） 纠错

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

Comments 34 pages, 30 figures, preprint

Identification of post-COVID-19 symptoms using brain structural MRI features: a machine learning approach

Abdi Reza

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Design and performance of a Toroidal RF Volume Coil with Intrinsic Electromagnetic Interference Rejection for low-field Portable Halbach-Based MRI Systems

Jules Vliem, Najac Chloe, Beatrice Lena, Andrew Webb, Irena Zivkovic

专题命中 医学影像 ：MRI(title,abstract)

Comments 20 pages, 6 figures. Magn Reson Med. 2025

U-DFA: A Unified DINOv2-Unet with Dual Fusion Attention for Multi-Dataset Medical Segmentation

Zulkaif Sajjad, Furqan Shaukat, Junaid Mir

机构 * Department of Electrical and Electronics Engineering（电气与电子工程系） ； University of Engineering and Technology Taxila（工程与技术大学） 纠错

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

Domain-Specialized Interactive Segmentation Framework for Meningioma Radiotherapy Planning

Junhyeok Lee, Han Jang, Kyu Sung Choi

机构 * Seoul National University of Medicine, Seoul, Republic of Korea（首尔国立医学大学） ； Seoul National University Hospital, Seoul, Republic of Korea（首尔国立大学医院） 纠错

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

Comments Clinical Image-Based Procedures (CLIP 2025), MICCAI 2025 Workshop

Journal ref Lecture Notes in Computer Science, vol 16126. Springer, Cham (2026)

Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications

P K Dutta, Anushri Chowdhury, Anouska Bhattacharyya, Shakya Chakraborty, Sujatra Dey

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

Comments 8 pages, 2 figures

A Monoid Ring Approach to Color Visual Cryptography

Maximilian Reif, Jens Zumbrägel

专题命中 医学影像 ：medical image(abstract)

Comments 5 pages, 3 figures

Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions

Mohammad Almansoori, Komal Kumar, Hisham Cholakkal

机构 * Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） 纠错

专题命中 医学影像 ：MRI(abstract)

Comments 14 page, 4 figures, 61 references, presented in MICCAI (Oral)