医学 AI

Probabilistic Machine Learning for Uncertainty-Aware Diagnosis of Industrial Systems

Arman Mohammadi, Mattias Krysander, Daniel Jung, Erik Frisk

机构 * Linköping University（_linköping大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG

Development and validation of an AI foundation model for endoscopic diagnosis of esophagogastric junction adenocarcinoma: a cohort and deep learning study

Yikun Ma, Bo Li, Ying Chen, Zijie Yue, Shuchang Xu, Jingyao Li, Lei Ma, Liang Zhong, Duowu Zou, Leiming Xu, Yunshi Zhong, Xiaobo Li, Weiqun Ding, Minmin Zhang, Dongli He, Zhenghong Li, Ye Chen, Ye Zhao, Jialong Zhuo, Xiaofen Wu, Lisha Yi, Miaojing Shi, Huihui Sun

机构 * Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, China. ； Department of Gastroenterology, Tongji Institute of Digestive Disease, Tongji Hospital Affiliated to Tongji University, Medicine of Tongji University, China. ； College of Electronic ； Information Engineering, Tongji University, China. ； Department of Gastroenterology ； Endoscopy, Huashan Hospital Affiliated to Fudan University, China. ； Department of Gastroenterology, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China. ； Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China. ； Endoscopy Center ； Endoscopy Research Institute, Zhongshan Hospital Affiliated to Fudan University, China. ； Hepatology, Key Laboratory Gastroenterology ； Hepatology, Renji Hospital affiliated to Shanghai Jiao Tong University School of Medicine, China. ； Department of Information Center, Tongji Hospital Affiliated to Tongji University, China. ； Department of Gastroenterology, Zhangzhou Affiliated Hospital of Fujian Medical University, China. 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV

Comments Accepted to eClinicalMedicine, Part of The Lancet Discovery Science

A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems

Haeyoon Han, Mahdi Taheri, Soon-Jo Chung, Fred Y. Hadaegh

机构 * Division of Engineering and Applied Science, California Institute of Technology (Caltech)（工程与应用科学 division，加州理工学院） 纠错

专题命中 诊断辅助 ：diagnosis(title)

Brittleness and Promise: Knowledge Graph Based Reward Modeling for Diagnostic Reasoning

Saksham Khatwani, He Cheng, Majid Afshar, Dmitriy Dligach, Yanjun Gao

机构 * University of Colorado Boulder（科罗拉多大学博尔德分校） ； University of Colorado Anschutz（科罗拉多大学安舒茨分校） ； University of Wisconsin - Madison（威斯康星大学麦迪逊分校） ； Loyola University Chicago（芝加哥洛约拉大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Individualized Mapping of Aberrant Cortical Thickness via Stochastic Cortical Self-Reconstruction

Christian Wachinger, Dennis Hedderich, Melissa Thalhammer, Fabian Bongratz

机构 * Lab for Artificial Intelligence in Medical Imaging, Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（人工智能在医学影像中的实验室、诊断与介入放射学研究所、医学与健康学院、TUM医院、慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） ； Department of Neuroradiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（神经放射科、医学与健康学院、TUM医院、慕尼黑技术大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV；medical image(comments)

Comments Accepted for publication in Medical Image Analysis

Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls

Ali Khazaee, Abdolreza Mohammadi, Ruairi O'Reilly

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Journal ref SIViP 19, 1192 (2025)

YOLO-LAN: Precise Polyp Detection via Optimized Loss, Augmentations and Negatives

Siddharth Gupta, Jitin Singla

机构 * Department of Biosciences and Bioengineering, IIT Roorkee（生物科学与生物工程系，印度理工学院罗尔基） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia

Niharika Tewari, Nguyen Linh Dan Le, Mujie Liu, Jing Ren, Ziqi Xu, Tabinda Sarwar, Veeky Baths, Feng Xia

机构 * School of Computing Technologies RMIT University Melbourne VIC Australia ； Department of Biological Sciences ； Department of Computer Science \& Information Systems Birla Institute of Technology ； Institute of Innovation, Science ； Sustainability Federation University Australia Ballarat VIC Australia ； RMIT University ； Birla Institute of Technology ； Federation University Australia 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Understanding Clinical Decision-Making in Traditional East Asian Medicine through Dimensionality Reduction: An Empirical Investigation

Hyojin Bae, Bongsu Kang, Chang-Eop Kim

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 3 figures

Journal ref Computers in Biology and Medicine, Volume 197, Part B, 2025

On the Dynamics of Acceleration in First order Gradient Methods

M Parimi, Rachit Mehra, S. R. Wagh, Amol Yerudkar, Navdeep Singh

专题命中 诊断辅助 ：diagnosis(abstract)