医学 AI

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

Onkar Susladkar, Gayatri Deshmukh, Yalcin Tur, Gorkhem Durak, Ulas Bagci

机构 * Northwestern University（西北大学） ； Stanford University（斯坦福大学） 纠错

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

Comments Accepted in ICCV 2025

Benchmarking of Deep Learning Methods for Generic MRI Multi-Organ Abdominal Segmentation

Deepa Krishnaswamy, Cosmin Ciausu, Steve Pieper, Ron Kikinis, Benjamin Billot, Andrey Fedorov

机构 * Brigham and Women’s Hospital, Boston, USA（布里奇沃特医院，波士顿，美国） ； Isomics, Cambridge, USA（Isomics公司，剑桥，美国） ； Inria, Epione team, Sophia-Antipolis, France（法国国家信息与自动化研究所，Sophia-Antipolis研究中心） 纠错

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

Dual Path Learning -- learning from noise and context for medical image denoising

Jitindra Fartiyal, Pedro Freire, Yasmeen Whayeb, James S. Wolffsohn, Sergei K. Turitsyn, Sergei G. Sokolov

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

Comments 10 pages, 7 figures

Dealing with Segmentation Errors in Needle Reconstruction for MRI-Guided Brachytherapy

Vangelis Kostoulas, Arthur Guijt, Ellen M. Kerkhof, Bradley R. Pieters, Peter A. N. Bosman, Tanja Alderliesten

机构 * Dept. of Radiation Oncology, Leiden University Medical Center（放射肿瘤学系，莱顿大学医学中心） ； Evolutionary Intelligence Group, Centrum Wiskunde & Informatica（进化智能组，数学与信息学中心） ； Dept. of Radiation Oncology, Amsterdam University Medical Centers, University of Amsterdam（放射肿瘤学系，阿姆斯特丹大学医学中心，阿姆斯特丹大学） ； Cancer Center Amsterdam, Imaging and Biomarkers（阿姆斯特丹癌症中心，影像与生物标记物） 纠错

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

Comments Published in: Proc. SPIE Medical Imaging 2025, Vol. 13408, 1340826

Journal ref Proc. SPIE Medical Imaging 2025: Image-Guided Procedures, Robotic Interventions, and Modeling, Vol. 13408, 1340826 (2025)

MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation

Nand Kumar Yadav, Rodrigue Rizk, William CW Chen, KC Santosh

机构 * AI Research Lab, Department of Computer Science（人工智能研究实验室、计算机科学系） ； Biomedical & Translational Sciences, Sanford School of Medicine（生物医学与转化科学、桑福德医学院） ； University Of South Dakota（南达科他大学） 纠错

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

A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT

Tanjin Taher Toma, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Wesley Jong, Darwish Alabyad, Vivek Batheja, Abhishek Jha, Mayank Patel, Darko Pucar, Jayadira del Rivero, Karel Pacak, Ronald M. Summers

机构 * Imaging Biomarkers and Computer-Aided Diagnosis Laboratory（影像生物标记与计算机辅助诊断实验室） ； Clinical Center, NIH（国家卫生研究院临床中心） ； Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH（欧尼丝·凯蒂·施里弗国家儿童健康与人类发展研究所，国家卫生研究院） ； National Cancer Institute, NIH（国家癌症研究所，国家卫生研究院） ； National Institute of Diabetes and Digestive and Kidney Diseases, NIH（国家糖尿病、消化系统与肾病研究所，国家卫生研究院） 纠错

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

AFIRE: Accurate and Fast Image Reconstruction Algorithm for Geometric-inconsistent Multispectral CT

Yu Gao, Chong Chen

专题命中 医学影像 ：CT(title,abstract)

Comments 39 pages, 16 figures, 1 table

Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI

Niklas Bubeck, Yundi Zhang, Suprosanna Shit, Daniel Rueckert, Jiazhen Pan

机构 * School of Computation, Information and Technology（计算信息学院） ； Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； School of Medicine, Klinikum Rechts der Isar（医学院，莱茵河右岸医院） ； Department of Quantitative Biomedicine（定量生物医学系） ； University of Zurich（苏黎世大学） ； Department of Computing（计算系） ； Imperial College London（伦敦帝国理工学院） 纠错

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

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment

Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan

机构 * Faculty of Applied Sciences, Macao Polytechnic University, Macao, China（澳门理工学院） ； Department of Engineer Science, University of Oxford, Oxford, UK（牛津大学工程科学系） ； Great Bay University, Dongguan, China（东莞大湾大学） ； College of Physics and Information Engineering, Fuzhou University, Fuzhou, China（福州大学物理与信息工程学院） ； Shanghai Jiao Tong University, Shanghai, China（上海交通大学） ； Department of Radiology, Shenzhen People’s Hospital, Shenzhen, China（深圳人民医院放射科） 纠错

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

Comments We note that the version after peer review of this paper has been provisionally accepted by The 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025)

RegScore: Scoring Systems for Regression Tasks

Michal K. Grzeszczyk, Tomasz Szczepański, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzciński, Arkadiusz Sitek

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

Comments Accepted for the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025

Unstable Prompts, Unreliable Segmentations: A Challenge for Longitudinal Lesion Analysis

Niels Rocholl, Ewoud Smit, Mathias Prokop, Alessa Hering

机构 * Department of Medical Imaging, Radboudumc, Nijmegen, The Netherlands（医学影像部门，Radboudumc，尼姆韦根，荷兰） 纠错

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

A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPD

Shuiqing Zhao, Meihuan Wang, Jiaxuan Xu, Jie Feng, Wei Qian, Rongchang Chen, Zhenyu Liang, Shouliang Qi, Yanan Wu

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

AI Flow: Perspectives, Scenarios, and Approaches

Hongjun An, Wenhan Hu, Sida Huang, Siqi Huang, Ruanjun Li, Yuanzhi Liang, Jiawei Shao, Yiliang Song, Zihan Wang, Cheng Yuan, Chi Zhang, Hongyuan Zhang, Wenhao Zhuang, Xuelong Li

机构 * Institute of Artificial Intelligence (TeleAI), China Telecom（人工智能研究院（TeleAI），中国电信） 纠错

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

Comments Authors are with Institute of Artificial Intelligence (TeleAI), China Telecom, China. Author names are listed alphabetically by surname. This work was conducted at TeleAI, facilitated by Dr. Jiawei Shao (e-mail: shaojw2@chinatelecom.cn) under the leadership of Prof. Xuelong Li. The corresponding author is Prof. Xuelong Li (e-mail: xuelong li@ieee.org), the CTO and Chief Scientist of China Telecom

Estimating Sensitivity Maps for X-Nuclei Magnetic Resonance Spectroscopic Imaging

Nicholas Dwork, Jeremy W. Gordon, Shuyu Tang, Peder E. Z. Larson

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

ABCD: Automatic Blood Cell Detection via Attention-Guided Improved YOLOX

Ahmed Endris Hasen, Yang Shangming, Chiagoziem C. Ukwuoma, Biniyam Gashaw, Abel Zenebe Yutra

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

SP-Mamba: Spatial-Perception State Space Model for Unsupervised Medical Anomaly Detection

Rui Pan, Ruiying Lu

机构 * Faculty of Integrated Circuit, Xidian University（集成电路学院，西安电子科技大学） ； School of Cyber Engineering, Xidian University（网络安全工程学院，西安电子科技大学） 纠错

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

Comments 11 pages

Mammo-Clustering: Context Clustering based Multi-view Tri Level Information Fusion for Lesion Location and Classification in Mammography

Shilong Yang, Chulong Zhang, Xiaokun Liang, Qi Zang, Juan Yu, Liang Zeng, Xiao Luo, Yexuan Xing, Xin Pan, Qi Li, Linlin Shen, Yaoqin Xie

专题命中 医学影像 ：diagnosis(abstract)；分类 q-bio

Comments 12pages, 7 figures

A distance theorem for inhomogenous random rectangular matrices

Manuel Fernandez

专题命中 医学影像 ：CT(abstract)

Comments Added new notation, simplified a number of proofs and fixed a number of typos and misprints

Super Ensemble Learning Using the Highly-Adaptive-Lasso

Zeyi Wang, Wenxin Zhang, Brian S Caffo, Martin Lindquist, Mark van der Laan

专题命中 医学影像 ：MRI(abstract)