医学 AI

A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology

Katelyn Morrison, Arpit Mathur, Aidan Bradshaw, Tom Wartmann, Steven Lundi, Afrooz Zandifar, Weichang Dai, Kayhan Batmanghelich, Motahhare Eslami, Adam Perer

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

Comments 10 pages of main content, Appendix attached after references, accepted to AAAI/ACM AIES 2025

EMeRALDS: Electronic Medical Record Driven Automated Lung Nodule Detection and Classification in Thoracic CT Images

Hafza Eman, Furqan Shaukat, Muhammad Hamza Zafar, Syed Muhammad Anwar

机构 * Faculty of Electrical and Electronics Engineering, University of Engineering（电气电子工程学院，工程大学） ； Department of Engineering Sciences, University of Agder（工程科学系，阿格德大学） ； Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital（谢赫扎耶德小儿外科创新研究所，儿童医院） ； School of Medicine and Health Sciences, George Washington University（医学与健康科学学院，乔治华盛顿大学） 纠错

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

Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-Contrast Images

Sebastian Ibarra, Javier del Riego, Alessandro Catanese, Julian Cuba, Julian Cardona, Nataly Leon, Jonathan Infante, Karim Lekadir, Oliver Diaz, Richard Osuala

机构 * Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Spain（巴塞罗那大学数学与计算机系） ； Parc Taulí Hospital Universitari, Spain（帕尔克·塔利大学医院） ； Hospital Germans Trias i Pujol, Spain（加泰罗尼亚Trias i Pujol医院） ； Siemens Healthineers, America, LAM（西门子医疗） ； Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain（加泰罗尼亚高级研究与教育研究所） ； Computer Vision Center, Bellaterra, Spain（计算机视觉中心） 纠错

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

Comments 13 pages, 5 figures, submitted and accepted to MICCAI Deepbreath workshop 2025

Building a General SimCLR Self-Supervised Foundation Model Across Neurological Diseases to Advance 3D Brain MRI Diagnoses

Emily Kaczmarek, Justin Szeto, Brennan Nichyporuk, Tal Arbel

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

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

Comments Accepted to ICCV 2025 Workshop CVAMD

Enhancement Without Contrast: Stability-Aware Multicenter Machine Learning for Glioma MRI Imaging

Sajad Amiri, Shahram Taeb, Sara Gharibi, Setareh Dehghanfard, Somayeh Sadat Mehrnia, Mehrdad Oveisi, Ilker Hacihaliloglu, Arman Rahmim, Mohammad R. Salmanpour

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

Comments 14 Pages, 1 Figure, and 6 Tables

Automated Radiology Report Generation Based on Topic-Keyword Semantic Guidance

Jing Xiao, Hongfei Liu, Ruiqi Dong, Jimin Liu, Haoyong Yu

专题命中 医学影像 ：radiology(title,abstract)

Accelerating Low-field MRI: From Compressed Sensing to Deep Learning Reconstruction with CNNs and Transformers

Efrat Shimron, Shanshan Shan, James Grover, Neha Koonjoo, Sheng Shen, Thomas Boele, Annabel J. Sorby-Adams, John E. Kirsch, Matthew S. Rosen, David E. J. Waddington

专题命中 医学影像 ：MRI(title,abstract)

A Comparison and Evaluation of Fine-tuned Convolutional Neural Networks to Large Language Models for Image Classification and Segmentation of Brain Tumors on MRI

Felicia Liu, Jay J. Yoo, Farzad Khalvati

专题命中 医学影像 ：MRI(title)；分类 cs.CV

A Fully Open and Generalizable Foundation Model for Ultrasound Clinical Applications

Hongyuan Zhang, Yuheng Wu, Mingyang Zhao, Zhiwei Chen, Rebecca Li, Fei Zhu, Haohan Zhao, Xiaohua Yuan, Meng Yang, Chunli Qiu, Xiang Cong, Haiyan Chen, Lina Luan, Randolph H. L. Wong, Huai Liao, Colin A Graham, Shi Chang, Guowei Tao, Dong Yi, Zhen Lei, Nassir Navab, Sebastien Ourselin, Jiebo Luo, Hongbin Liu, Gaofeng Meng

机构 * Center for Artificial Intelligence and Robotics, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, China（人工智能与机器人中心，香港科学创新研究所，中国科学院，香港，中国） ； State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China（数学科学国家重点实验室，数学与系统科学研究院，中国科学院，北京，中国） ； University of Chinese Academy of Sciences, Beijing, China（中国科学院大学，北京，中国） ； Division of Electronic Engineering, Faculty of Engineering, The Chinese University of Hong Kong, Hong Kong, China（电子工程系，工程学院，香港中文大学，香港，中国） ； Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Hong Kong, China（急诊医学学术单位，香港中文大学，香港，中国） ； Xiangya Hospital Central South University, Changsha, China（湘雅医院，中南大学，长沙，中国） ； Hunan Frontline Medical Technology Co., Ltd, Changsha, China（湖南前线医疗技术有限公司，长沙，中国） ； Qilu Hospital of Shandong University, Jinan, China（山东大学齐鲁医院，济南，中国） ； Zhongshan Hospital of Fudan University, Shanghai, China（复旦大学中山医院，上海，中国） ； Shanghai Geriatric Medical Center, Shanghai, China（上海老年医学中心，上海，中国） 纠错

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

Tuning the Surface States of $Fe_3O_4$ Nanoparticles for Enhanced Magnetic Anisotropy and Induction Efficacy

Kyle A. Portwin, Pablo Galaviz, Xiaoning Li, Chongyan Hao, Lachlan A. Smillie, Mengyun You, Caleb Stamper, Richard Mole, Dehong Yu, Kirrily C. Rule, David L. Cortie, Zhenxiang Cheng

专题命中 医学影像 ：MRI(abstract)；biomedical(abstract)

Trial-Level Time-frequency EEG Desynchronization as a Neural Marker of Pain

D. A. Blanco-Mora, A. Dierolf, J. Gonçalves, M. van Der Meulen

机构 * Luxembourg Centre for Systems Biomedicine, University of Luxembourg（卢森堡系统生物医学研究中心，卢森堡大学） ； Department of Behavioural and Cognitive Sciences, University of Luxembourg（行为与认知科学系，卢森堡大学） 纠错

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

Comments 7 pages, 3 Figures

LoRA-fine-tuned Large Vision Models for Automated Assessment of Post-SBRT Lung Injury

M. Bolhassani, B. Veasey, E. Daugherty, S. Keltner, N. Kumar, N. Dunlap, A. Amini

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Comments 5 pages, 5 figures

End-to-End Learning of Multi-Organ Implicit Surfaces from 3D Medical Imaging Data

Farahdiba Zarin, Nicolas Padoy, Jérémy Dana, Vinkle Srivastav

机构 * University of Strasbourg, CNRS, INSERM, ICube, UMR7357, Strasbourg, France Institute of Image-Guided Surgery, IHU Strasbourg, Strasbourg, France Department of Diagnostic Radiology, McGill University, Montreal, Canada Augmented Intelligence \& Precision Health Laboratory (AIPHL), McGill University Health Centre Research Institute, Montreal, Canada 纠错

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

LFRA-Net: A Lightweight Focal and Region-Aware Attention Network for Retinal Vessel Segmentatio

Mehwish Mehmood, Shahzaib Iqbal, Tariq Mahmood Khan, Ivor Spence, Muhammad Fahim

机构 * School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, United Kingdom（女王大学贝尔法斯特电子、电气工程与计算机科学学院） ； Department of Electrical Engineering, Abasyn University Islamabad Campus (AUIC), Islamabad, Pakistan（阿巴斯扬大学伊斯兰堡校区（AUIC）电子工程系） 纠错

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

A Statistical 3D Stomach Shape Model for Anatomical Analysis

Erez Posner, Ore Shtalrid, Oded Erell, Daniel Noy, Moshe Bouhnik

机构 * Intuitive Surgical, Inc.（Intuitive Surgical公司） 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation

Jeremiah Fadugba, Petru Manescu, Bolanle Oladejo, Delmiro Fernandez-Reyes, Philipp Berens

机构 * University of Ibadan（伊巴迪安大学） ； African Institute for Mathematical Sciences（非洲数学科学研究所） ； University College London（伦敦大学学院） ； Hertie Institute for Brain Health（海德研究所） 纠错

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

Comments 5 pages, 5 figure

Toward Next-generation Medical Vision Backbones: Modeling Finer-grained Long-range Visual Dependency

Mingyuan Meng

机构 * School of Computer Science, The University of Sydney, Sydney, Australia（悉尼大学计算机科学学院） 纠错

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

Comments Invited as Long Oral Presentation (Top 8) at MICCAI 2025 Doctoral Consortium

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation

Jecia Z. Y. Mao, Francis X Creighton, Russell H Taylor, Manish Sahu

机构 * LCSR, Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation

Youngmin Kim, Saejin Kim, Hoyeon Moon, Youngjae Yu, Junhyug Noh

机构 * Yonsei University（延世大学） ； Seoul National University（首尔国立大学） ； Ewha Womans University（成均馆大学） 纠错

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

Comments Accepted to MICCAI 2025(https://papers.miccai.org/miccai-2025/0806-Paper5080.html), Project page: https://0110tpwls.github.io/scalpvision25/

Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration

Xinzhe Luo, Xin Wang, Linda Shapiro, Chun Yuan, Jianfeng Feng, Xiahai Zhuang

机构 * School of Data Science, Fudan University（复旦大学数据科学学院） ； Department of Electrical and Electronic Engineering and I-X, Imperial College London（帝国理工学院电子与电气工程系） ； Department of Electrical and Computer Engineering, University of Washington（华盛顿大学电气与计算机工程系） ； Paul G. Allen School of Computer Science and Engineering, University of Washington（华盛顿大学保罗·G·艾伦计算机科学与工程学院） ； Department of Radiology and Imaging Sciences, University of Utah（犹他大学放射科与成像科学系） ； Department of Radiology, University of Washington（华盛顿大学放射科） ； Institute of Science and Technology for Brain-Inspired Intellengence, Fudan University（复旦大学脑启发智能科学技术研究院） 纠错

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

SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution

Bingkun Nian, Fenghe Tang, Jianrui Ding, Jie Yang, Zhonglong Zheng, Shaohua Kevin Zhou, Wei Liu

机构 * School of Automation and Intelligent Sensing & Institute of Image Processing and Pattern Recognition & Institute of Medical Robotics, Shanghai Jiao Tong University（自动化与智能感知学院及图像处理与模式识别研究所及医学机器人研究所，上海交通大学） ； School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China（生物医学工程学院，生命科学与医学系，中国科学技术大学） ； Suzhou Institute for Advanced Research, University of Science and Technology of China（中国科学技术大学苏州市先进研究院） ； School of Computer Science and Technology, Zhejiang Normal University（计算机科学与技术学院，浙江师范大学） ； Harbin Institute of Technology（哈尔滨工业大学） 纠错

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

Comments Accepted by IEEE Transactions on Image Processing (IEEE-TIP)

Model-free High Dimensional Mediator Selection with False Discovery Rate Control

Runqiu Wang, Ran Dai, Jieqiong Wang, Kah Meng Soh, Ziyang Xu, Mohamed Azzam, Hongying Dai, Cheng Zheng

专题命中 医学影像 ：MRI(abstract)

Physics-Informed Deep Unrolled Network for Portable MR Image Reconstruction

Efe Ilıcak, Chinmay Rao, Chloé Najac, Beatrice Lena, Baris Imre, Fernando Galve, Joseba Alonso, Andrew Webb, Marius Staring

专题命中 医学影像 ：MRI(abstract)

Virucidal Efficacy of Laser-Generated Copper Nanoparticle Coatings Against Model Coronavirus and Herpesvirus

Shahd Bakhet, Rasa Mardosaitė, Mohamed Ahmed Baba, Asta Tamulevičienė, Brigita Abakevičienė, Tomas Klinavičius, Kristupas Dagilis, Simas Račkauskas, Sigitas Tamulevičius, Raimundas Lelešius, Dainius Zienius, Algirdas Šalomskas, Tomas Tamulevičius

专题命中 医学影像 ：CT(abstract)

Comments 23 pages, 4 figures, 2 tables, 3 supplementary figures, 6 supplementary tables, 4 highlights, 1 graphical abstract

Journal ref ACS Appl. Mater. Interfaces (2025)