医学 AI

BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring

Rajan Das Gupta, Md Kishor Morol, Nafiz Fahad, Md Tanzib Hosain, Sumaya Binte Zilani Choya, Md Jakir Hossen

机构 * American International University-Bangladesh（美国国际大学-孟加拉国） ； Multimedia University（多媒体大学） ； George Mason University（乔治·梅森大学） ； ELITE Research Lab（ELITE研究实验室） 纠错

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

Comments Accepted for publication in ICMLA 2025

QuPCG: Quantum Convolutional Neural Network for Detecting Abnormal Patterns in PCG Signals

Yasaman Torabi, Shahram Shirani, James P. Reilly

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

KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records

Kun-Wei Lin, Yu-Chen Kuo, Hsin-Yao Wang, Yi-Ju Tseng

机构 * Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University（计算机科学与工程研究所，国立阳明交通大学） ； School of Medicine, National Tsing Hua University（医学院，国立清华大学） ； Department of Computer Science, National Yang Ming Chiao Tung University（计算机科学系，国立阳明交通大学） ； Computational Health Informatics Program, Boston Children’s Hospital（计算健康信息学计划，波士顿儿童医院） 纠错

专题命中 诊断辅助 ：CT(abstract)；分类 cs.LG

Comments 10 pages, 3 figures

Anatomically Constrained Transformers for Echocardiogram Analysis

Alexander Thorley, Agis Chartsias, Jordan Strom, Jeremy Slivnick, Dipak Kotecha, Alberto Gomez, Jinming Duan

机构 * University of Birmingham, School of Computer Science（英国伯明翰大学计算机科学学院） ； University of Chicago（芝加哥大学） ； Institute of Cardiovascular Sciences, University of Birmingham（英国伯明翰大学心血管科学研究所） ； Ultromics Ltd（Ultromics有限公司） 纠错

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

Optimizing Uncertainty-Aware Deep Learning for On-the-Edge Murmur Detection in Low-Resource Settings

Andrea De Simone, Noemi Giordano, Silvia Seoni, Kristen M. Meiburger, Fabrizio Riente

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Identifying Slug Formation in Oil Well Pipelines: A Use Case from Industrial Analytics

Abhishek Patange, Sharat Chidambaran, Prabhat Shankar, Manjunath G. B., Anindya Chatterjee

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

Comments This paper ID 254 has been accepted for presentation in the Demonstration Track of the 13th ACM IKDD CODS Conference on Data Science CODS 2025, IISER Pune, India, from December 17 to 20, 2025

Chronic Diseases Prediction using Machine Learning and Deep Learning Methods

Houda Belhad, Asmae Bourbia, Salma Boughanja

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

Comments The authors withdraw this paper following our supervisor's recommendation. Major modifications to the methodology and analysis are required, and the current version does not reflect the final validated work. A revised version will be submitted after completing the improvements

Classification of Induction Motor Fault and Imbalance Based on Vibration Signal Using Single Antenna's Reactive Near Field

Sagar Dutta, Banani Basu, Fazal Ahmed Talukdar

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Journal ref IEEE Transactions on Instrumentation and Measurement, vol. 70, 2021

A Hybrid Framework Bridging CNN and ViT based on Theory of Evidence for Diabetic Retinopathy Grading

Junlai Qiu, Yunzhu Chen, Hao Zheng, Yawen Huang, Yuexiang Li

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

AI-Powered Early Detection of Critical Diseases using Image Processing and Audio Analysis

Manisha More, Kavya Bhand, Kaustubh Mukdam, Kavya Sharma, Manas Kawtikwar, Hridayansh Kaware, Prajwal Kavhar

机构 * Dept. of Computer Engineering（计算机工程系） ； Vishwakarma Institute of Technology（维斯瓦卡arma技术学院） 纠错

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

Towards Real-Time Inference of Thin Liquid Film Thickness Profiles from Interference Patterns Using Vision Transformers

Gautam A. Viruthagiri, Arnuv Tandon, Gerald G. Fuller, Vinny Chandran Suja

机构 * John Marshall High School（约翰·马歇尔高中） ； Department of Computer Science, Stanford University（斯坦福大学计算机科学系） ； Department of Chemical Engineering, Stanford University（斯坦福大学化学工程系） ； School of Engineering and Applied Sciences, Harvard University（哈佛大学工程与应用科学学院） 纠错

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

Comments 6 pages, 2 figures, will be updated

NeuroPathNet: Dynamic Path Trajectory Learning for Brain Functional Connectivity Analysis

Tianqi Guo, Liping Chen, Ciyuan Peng, Jingjing Zhou, Jing Ren

机构 * Sussex Artificial Intelligence Institute（Sussex人工智能研究所） ； Zhejiang GongShang University（浙江工商大学） ； School of Computing Technologies（计算技术学院） ； RMIT University（皇家墨尔本理工大学） ； Institute of Innovation, Science and Sustainability（创新、科学与可持续性研究所） ； Federation University Australia（澳大利亚联邦大学） ； School of Information and Electronic Engineering（信息与电子工程学院） 纠错

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

Fixed Point Neural Acceleration and Inverse Surrogate Model for Battery Parameter Identification

Hojin Cheon, Hyeongseok Seo, Jihun Jeon, Wooju Lee, Dohyun Jeong, Hongseok Kim

机构 * Department of Electronic Engineering, Sogang University（电子工程系，ソガン大学） 纠错

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

Comments 31 pages, 11 figures, submitted to Applied Energy

ChessQA: Evaluating Large Language Models for Chess Understanding

Qianfeng Wen, Zhenwei Tang, Ashton Anderson

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

Comments 33 pages,8 figures

Hybrid Deep Learning Framework for Enhanced Diabetic Retinopathy Detection: Integrating Traditional Features with AI-driven Insights

Arpan Maity, Aviroop Pal, MD. Samiul Islam, Tamal Ghosh

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

Comments 11 pages, 3 figures

Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges

Zhenhuan Zhou, Jingbo Zhu, Yuchen Zhang, Xiaohang Guan, Peng Wang, Tao Li

机构 * College of Computer Science, Nankai University（南开大学计算机学院） ； Key Laboratory of Data and Intelligent System Security, Ministry of Education（教育部数据与智能系统安全重点实验室） ； College of Software, Nankai University（南开大学软件学院） ； Department of stomatology, Tianjin Union Medical Center (The First Affiliated Hospital of Nankai University)（天津_union医疗中心口腔科（南开大学第一附属医院）） ； Tianjin Stomatological Hospital（天津口腔医院） ； Haihe Lab of ITAI（ITAI海河实验室） 纠错

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

Comments 52 pages, 24 figures. Under Review

Enhancing Diagnostic Accuracy for Urinary Tract Disease through Explainable SHAP-Guided Feature Selection and Classification

Filipe Ferreira de Oliveira, Matheus Becali Rocha, Renato A. Krohling

机构 * Labcin - Nature Inspired Computing Laboratory（Labcin - 自然启发计算实验室） ； Federal University of Espírito Santo（巴西圣埃斯皮里图联邦大学） ； Graduate Program in Computer Science（计算机科学研究生项目） 纠错

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

Malaria Detection from Blood Cell Images Using XceptionNet

Warisa Nusrat, Mostafijur Rahman, Ayatullah Faruk Mollah

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

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape

Ziquan Wei, Tingting Dan, Guorong Wu

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

Comments 12 pages 6 figures

Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model

Yuankang Zhao, Matthew Engelhard

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

Comments Machine Learning for Healthcare 2025

Journal ref Zhao, Y. & Engelhard, M.M.. (2025). Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model. In Machine Learning for Healthcare Conference, PMLR

Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis

机构 * School of Electrical & Computer Engineering, National Technical University of Athens（电气与计算机工程学院，雅典技术大学） 纠错

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

Journal ref Entropy 2025, 27(4), 403

EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image Classification

Bingrong Liu, Jun Shi, Yushan Zheng

机构 * School of Software（软件学院） ； Hefei University of Technology（合肥工业大学） ； School of Engineering Medicine（工程医学学院） ； Beijing Advanced Innovation Center on Biomedical Engineering（北京生物医学工程创新中心） ； Beihang University（北京航空航天大学） 纠错

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

CARDIUM: Congenital Anomaly Recognition with Diagnostic Images and Unified Medical records

Daniela Vega, Hannah V. Ceballos, Javier S. Vera, Santiago Rodriguez, Alejandra Perez, Angela Castillo, Maria Escobar, Dario Londoño, Luis A. Sarmiento, Camila I. Castro, Nadiezhda Rodriguez, Juan C. Briceño, Pablo Arbeláez

机构 * Universidad de los Andes（andes大学） ； Fundación Santa Fe de Bogotá（圣费博多哥基金会） 纠错

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

Comments Accepted to CVAMD Workshop, ICCV 2025

Robust LLM Training Infrastructure at ByteDance

Borui Wan, Gaohong Liu, Zuquan Song, Jun Wang, Yun Zhang, Guangming Sheng, Shuguang Wang, Houmin Wei, Chenyuan Wang, Weiqiang Lou, Xi Yang, Mofan Zhang, Kaihua Jiang, Cheng Ren, Xiaoyun Zhi, Menghan Yu, Zhe Nan, Zhuolin Zheng, Baoquan Zhong, Qinlong Wang, Huan Yu, Jinxin Chi, Wang Zhang, Yuhan Li, Zixian Du, Sida Zhao, Yongqiang Zhang, Jingzhe Tang, Zherui Liu, Chuan Wu, Yanghua Peng, Haibin Lin, Wencong Xiao, Xin Liu, Liang Xiang

机构 * The University of Hong Kong（香港大学） ； ByteDance Seed（字节跳动种子） 纠错

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

A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification

Samiul Based Shuvo, Taufiq Hasan

机构 * Department of Biomedical Engineering, BUET, Dhaka, Bangladesh（生物医学工程系，比尔·克里希纳工程学院，达卡，孟加拉国） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Unsupervised anomaly detection using Bayesian flow networks: application to brain FDG PET in the context of Alzheimer's disease

Hugues Roy, Reuben Dorent, Ninon Burgos

机构 * Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013, Paris, France（索邦大学，大脑研究所-巴黎脑研究所-ICM，CNRS，Inria，Inserm，AP-HP，皮蒂埃-萨拉普特里医院，法国巴黎） ； MIND Team, Inria Saclay, Université Paris-Saclay, Palaiseau, France（MIND团队，Inria萨克利，巴黎-萨克利大学，帕莱赛，法国） 纠错

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

NeurIPT: Foundation Model for Neural Interfaces

Zitao Fang, Chenxuan Li, Hongting Zhou, Shuyang Yu, Guodong Du, Ashwaq Qasem, Yang Lu, Jing Li, Junsong Zhang, Sim Kuan Goh

机构 * Xiamen University Malaysia（马来西亚厦门大学） ； Columbia University（哥伦比亚大学） ； The Hong Kong Polytechnic University（香港理工大学） ； Xiamen University（厦门大学） ； Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳）） 纠错

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

Comments Accepted by The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). Project Page: https://ZzzitaoFang.github.io/projects/NeurIPT/

Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection

Dongchan Cho, Jiho Han, Keumyeong Kang, Minsang Kim, Honggyu Ryu, Namsoon Jung

机构 * Industrial AI Lab, SimPlatform Co. Ltd.（SimPlatform公司工业AI实验室） ； Affiliate Research Institute（附属研究机构） 纠错

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

Comments Accepted by NeurIPS 2025

Agentic System with Modal Logic for Autonomous Diagnostics

Antonin Sulc, Thorsten Hellert

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

Comments 10 pages, 1 figure

Interpretable Hybrid-Rule Temporal Point Processes

Yunyang Cao, Juekai Lin, Hongye Wang, Wenhao Li, Bo Jin

机构 * Tongji University（同济大学） 纠错

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

Journal ref Cao, Yunyang, et al. "Interpretable Hybrid-Rule Temporal Point Processes." Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Cham: Springer Nature Switzerland, 2025