医学 AI

A Segmentation Framework for Accurate Diagnosis of Amyloid Positivity without Structural Images

Penghan Zhu, Shurui Mei, Shushan Chen, Xiaobo Chu, Shanbo He, Ziyi Liu

机构 * Northwest Agricultural and Forestry Science and Technology University（西北农业和林业科学与技术大学） ； Liaoning Province Shiyan High School（辽宁省石yan高级中学） ； Northeast Yucai School（东北育才学校） ； Northeast Yucai Foreign Language School（东北育才外国语学校） 纠错

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

Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention

Syed Haider Ali, Asrar Ahmad, Muhammad Ali, Asifullah Khan, Nadeem Shaukat

机构 * Department of Medical Sciences, Pakistan Institute of Engineering and Applied Sciences (PIEAS)（医学系，巴基斯坦工程与应用科学研究所） ； Pakistan Institute of Engineering and Applied Sciences (PIEAS)（巴基斯坦工程与应用科学研究所） ； Department of Physics & Applied Mathematics, Pakistan Institute of Engineering and Applied Sciences (PIEAS)（物理与应用数学系，巴基斯坦工程与应用科学研究所） ； Center for Mathematical Sciences, Pakistan Institute of Engineering and Applied Sciences (PIEAS)（数学科学中心，巴基斯坦工程与应用科学研究所） ； Pattern Recognition Lab, Department of Computer & Information Sciences, Pakistan Institute of Engineering & Applied Sciences（模式识别实验室，计算机与信息科学系，巴基斯坦工程与应用科学研究所） ； Pakistan Institute of Engineering & Applied Sciences（巴基斯坦工程与应用科学研究所） ； Artificial Intelligence Center (PAIC), Pakistan Institute of Engineering & Applied Sciences（人工智能中心（PAIC），巴基斯坦工程与应用科学研究所） 纠错

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

Comments 16 pages, 5 figures

DMCIE: Diffusion Model with Concatenation of Inputs and Errors to Improve the Accuracy of the Segmentation of Brain Tumors in MRI Images

Sara Yavari, Rahul Nitin Pandya, Jacob Furst

机构 * School of Computing, DePaul University（计算学院，德保罗大学） 纠错

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

Best Practices for Large Language Models in Radiology

Christian Bluethgen, Dave Van Veen, Cyril Zakka, Katherine Link, Aaron Fanous, Roxana Daneshjou, Thomas Frauenfelder, Curtis Langlotz, Sergios Gatidis, Akshay Chaudhari

机构 * Stanford Center for Artificial Intelligence in Medicine and Imaging（斯坦福大学人工智能医学与成像中心） ； Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich（苏黎世大学医院放射诊断与介入放射学） ； Department of Electrical Engineering, Stanford University（斯坦福大学电气工程系） ； Department of Cardiothoracic Surgery, Stanford Medicine（斯坦福医学院心胸外科系） ； Hugging Face ； Department of Medical Education, Icahn School of Medicine at Mount Sinai（伊坎医学院Mount Sinai医学教育系） ； NVIDIA Corporation（NVIDIA公司） ； UT Health San Antonio（UT健康科学中心圣安东尼奥分校） ； Department of Dermatology, Redwood City, CA, USA（红木城加州大学皮肤病学系） ； Department of Biomedical Data Science, Stanford, CA, USA（斯坦福大学生物医学数据科学系） ； Department of Medicine, Stanford, CA, USA（斯坦福大学医学系） ； Department of Radiology, Stanford University（斯坦福大学放射学系） 纠错

专题命中 医学影像 ：radiology(title,abstract)

Comments A redacted version of this preprint has been accepted for publication in Radiology

Journal ref Radiology 2025

Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment

Yuzhen Gao, Qianqian Wang, Yongheng Sun, Cui Wang, Yongquan Liang, Mingxia Liu

机构 * Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill（放射科与生物医学研究成像中心（BRIC），北卡罗来纳大学教堂山分校） ； School of Computer Science and Engineering, Shandong University of Science and Technology（计算机科学与工程学院，山东科技大学） 纠错

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

Label-free estimation of clinically relevant performance metrics under distribution shifts

Tim Flühmann, Alceu Bissoto, Trung-Dung Hoang, Lisa M. Koch

机构 * University of Bern, Switzerland（伯尔尼大学） ； Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Switzerland（糖尿病、内分泌学、营养医学和代谢学部门，伯尔尼大学医院，伯尔尼大学，瑞士） 纠错

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

Comments Accepted oral at UNSURE 2025 @ MICCAI

Viscoelastic Profiling of Rare Pediatric Extracranial Tumors using Multifrequency MR Elastography: A Pilot Study

C. Metz, S. Veldhoen, H. E. Deubzer, F. Mollica, T. Meyer, K. Hauptmann, A. H. Hagemann, A. Eggert, I. Sack, M. S. Anders

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

Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models

Patryk Rygiel, Julian Suk, Christoph Brune, Kak Khee Yeung, Jelmer M. Wolterink

机构 * organization= Department of Applied Mathematics, Technical Medical Centre, University of Twente , addressline= Drienerlolaan 5 , city= Enschede , postcode= 7522 NB , country= The Netherlands ； organization= Cardiovascular Health Technology Centre, University of Twente , addressline= Drienerlolaan 5 , city= Enschede , postcode= 7522 NB , country= The Netherlands ； organization= Department of Computer Science, Technical University of Munich , adressline= Boltzmannstr. 3 , city= Garching , postcode= 85748 , country= Germany ； organization= Munich Center for Machine Learning , adressline= Boltzmannstr. 3 , city= Garching , postcode= 85748 , country= Germany ； organization= Department of Surgery, Amsterdam UMC, Location University of Amsterdam , addressline= Meibergdreef 9 , city= Amsterdam , country= The Netherlands ； organization= Department of Surgery, Amsterdam UMC, Location Vrije Universiteit Amsterdam , addressline= De Boelelaan 5 , city= Amsterdam , postcode= 1083 HJ , country= The Netherlands ； organization= Amsterdam Cardiovascular Sciences, Atherosclerosis \& Aortic diseases , city= Amsterdam , country= The Netherlands 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Bridging the Gap in Missing Modalities: Leveraging Knowledge Distillation and Style Matching for Brain Tumor Segmentation

Shenghao Zhu, Yifei Chen, Weihong Chen, Yuanhan Wang, Chang Liu, Shuo Jiang, Feiwei Qin, Changmiao Wang

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； Tsinghua University（清华大学） ； Shenzhen Research Institute of Big Data（深圳大数据研究院） 纠错

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

Comments 11 pages, 2 figures

Journal ref MICCAI 2025

Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound

Shijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang, Ao Chang, Dong Ni, Ruobing Huang

机构 * National-Regional Key Technology Engineering Laboratory for Medical Ultrasound（医学超声关键技术研发实验室） ； School of Biomedical Engineering, Medical School, Shenzhen University（生物医学工程学院） ； Medical Ultrasound Image Computing (MUSIC) Lab（医学超声图像计算实验室） ； Marshall Laboratory of Biomedical Engineering, Shenzhen University（生物医学工程马歇尔实验室） 纠错

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

Comments MICCAI2025 Early Accept. 11 pages, 3 figures, 2 tables

TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound

Pascal Spiegler, Taha Koleilat, Arash Harirpoush, Corey S. Miller, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao

机构 * Concordia University（康科迪亚大学） ； Jewish General Hospital（犹太总医院） ； McGill University Faculty of Medicine（麦吉尔大学医学院） ； Lady Davis Institute for Medical Research（拉德克利夫医学研究 institute） 纠错

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

Comments Accepted to ICCV 2025 Workshop CVAMD

Estimation of Multi-Component Flow in the Kidney with Multi-b-value Spectral Diffusion

Mira M. Liu, Thomas Gladytz, Jonathan Dyke, Ian Bolger, Jonas Jasse, Sergio Calle, Tanner Crews, Surya Seshan, Steven Salvatore, Isaac Stillman, Thangamani Muthukumar, Bachir Taouli, Samira Farouk, Octavia Bane, Sara Lewis

专题命中 医学影像 ：MRI(abstract)；分类 eess.IV

Comments Version accepted for publication in Magnetic Resonance in Imaging. Published version available at https://doi.org/10.1002/mrm.30644

A visual approach to global accretion disk instabilities

Nicolas Brughmans, Rony Keppens

专题命中 医学影像 ：MRI(abstract)

Comments 22 pages, 11 figures