医学 AI

Bearing fault diagnosis based on multi-scale spectral images and convolutional neural network

Tongchao Luo, Mingquan Qiu, Zhenyu Wu, Zebo Zhao, Dingyou Zhang

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

Comments 12pages, 10 figures and 8 tables

Journal ref Journal of Vibroengineering (2025, Vol. 27, No. 6)

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou

专题命中 诊断辅助 ：diagnosis(title,abstract)

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis

Mithat Can Ozgun, Jiahuan Pei, Koen Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； Wageningen University and Research（瓦赫宁根大学和研究中心） ； Guangzhou University（广州大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments This paper has been accepted by CIKM 2025 as a full paper

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories

Henri Aïdasso, Francis Bordeleau, Ali Tizghadam

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments This paper has been accepted at the 47th International Conference on Software Engineering: Software Engineering in Practice 2025

Intelligent Condition Monitoring of Industrial Plants: An Overview of Methodologies and Uncertainty Management Strategies

Maryam Ahang, Todd Charter, Mostafa Abbasi, Maziyar Khadivi, Oluwaseyi Ogunfowora, Homayoun Najjaran

机构 * Department of Electrical and Computer Engineering, University of Victoria（电气与计算机工程系，维多利亚大学） ； Department of Mechanical Engineering, University of Victoria（机械工程系，维多利亚大学） 纠错

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

LGE-Guided Cross-Modality Contrastive Learning for Gadolinium-Free Cardiomyopathy Screening in Cine CMR

Siqing Yuan, Yulin Wang, Zirui Cao, Yueyan Wang, Zehao Weng, Hui Wang, Lei Xu, Zixian Chen, Lei Chen, Zhong Xue, Dinggang Shen

机构 * School of Biomedical Engineering（生物医学工程学院） ； State Key Laboratory of Advanced Medical Materials and Devices（先进医疗材料与设备国家重点实验室） ； ShanghaiTech University（上海科技大学） ； United Imaging Intelligence（联合影像智能） ； Shanghai Clinical Research and Trial Center（上海临床研究与试验中心） ； Capital Medical University（首都医科大学） ； The First Hospital of Lanzhou University（兰州大学第一医院） 纠错

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

Comments Accepted to MLMI 2025 (MICCAI workshop); camera-ready version

Accelerating Historical K-Core Search in Temporal Graphs

Zhuo Ma, Dong Wen, Kaiyu Chen, Yixiang Fang, Xuemin Lin, Wenjie Zhang

专题命中 诊断辅助 ：diagnosis(abstract)

ResLink: A Novel Deep Learning Architecture for Brain Tumor Classification with Area Attention and Residual Connections

Sumedha Arya, Nirmal Gaud

专题命中 病理影像 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 9 pages, 6 figures

Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology

Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu

机构 * School of Biomedical Engineering, Faulty of Medicine, Dalian University of Technology, Dalian, China（生物医学工程学院） ； Faculty of Information Technology, University of Jyvaskyla, Jyvaskyla, Finland（信息科技学院） ； School of Software Technology, Dalian University of Technology, Dalian, China（软件技术学院） ； Department of Radiology, Guangdong Provincial People’s Hospital, Southern Medical University, Guangzhou, China（放射科） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2025

Learning ON Large Datasets Using Bit-String Trees

Prashant Gupta

机构 * DEPARTMENT OF ELECTRICAL ENGINEERING（电气工程系） ； INDIAN INSTITUTE OF TECHNOLOGY DELHI（印度理工学院德里） 纠错

专题命中 病理影像 ：biomedical(abstract)；分类 cs.LG

Comments PhD thesis

Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging

Farnaz Khun Jush, Steffen Vogler, Matthias Lenga

机构 * Radiology R&D（放射学研究与开发） 纠错

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV

Integrative Prognostic Modeling of Breast Cancer Survival with Gene Expression and Clinical Data

Robert Amevor, Emmanuel Kubuafor, Dennis Baidoo, Junaidu Salifu, Koshali Muthunama Gonnage, Onyedikachi Joshua Okeke

专题命中 病理影像 ：diagnosis(abstract)；分类 q-bio

Comments 14 pages, 8 figures

Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection

Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang

机构 * Peng Cheng Laboratory（鹏城实验室） ； Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； University of Nottingham Malaysia（诺丁汉大学（马来西亚）） ； Key Laboratory of Machine Intelligence and Advanced Computing, MOE（机器智能与高级计算重点实验室） 纠错

专题命中 医疗多模态 ：medical image(abstract)；diagnosis(abstract)；分类 cs.CV

Comments 10 pages, 2 figures, Accepted by MICCAI2025

Multimodal Medical Endoscopic Image Analysis via Progressive Disentangle-aware Contrastive Learning

Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang

机构 * Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） ； First Affiliated Hospital, Sun Yat-sen University（中山大学第一附属医院） ； College of Big Data and Internet, Shenzhen Technology University（深圳技术大学大数据与互联网学院） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 12 pages,6 figures, 6 tables

ReProCon: Scalable and Resource-Efficient Few-Shot Biomedical Named Entity Recognition

Jeongkyun Yoo, Nela Riddle, Andrew Hoblitzell

机构 * Ain Hospital（AIN医院） ； Indiana University（印第安纳大学） ； Purdue University（普渡大学） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

What are the limits to biomedical research acceleration through general-purpose AI?

Konstantin Hebenstreit, Constantin Convalexius, Stephan Reichl, Stefan Huber, Christoph Bock, Matthias Samwald

专题命中 生物医学文本 ：biomedical(title,abstract)

OwkinZero: Accelerating Biological Discovery with AI

Nathan Bigaud, Vincent Cabeli, Meltem Gürel, Arthur Pignet, John Klein, Gilles Wainrib, Eric Durand

机构 * Owkin 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments Preprint

AI-Augmented Photon-Trapping Spectrometer-on-a-Chip on Silicon Platform with Extended Near-Infrared Sensitivity

Ahasan Ahamed, Htet Myat, Amita Rawat, Lisa N McPhillips, M Saif Islam

专题命中 生物医学文本 ：biomedical(abstract)；分类 eess.SP

Comments Article: 24 pages, 8 figures, 1 table Supplementary: 8 pages, 6 figures, 1 table Submitted to Advanced Photonics (SPIE), currently under review

GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Jiahui Zheng, Cole Jahnke, Wei "Wayne" Chen

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference

Carlos Cinelli, Avi Feller, Guido Imbens, Edward Kennedy, Sara Magliacane, Jose Zubizarreta

专题命中 生物医学文本 ：biomedical(abstract)

Causal Inference in Longitudinal Data under Unknown Interference

Ye Wang, Michael Jetsupphasuk

专题命中 生物医学文本 ：biomedical(abstract)

Low Power, Scalable Nanofabrication via Photon Upconversion

Qi Zhou, Hao-Chi Yen, Qizhen Lan, Arynn O. Gallegos, Manchen Hu, Kyle Frohna, Hannah Niese, Da Lin, Natalia Murrietta, Pournima Narayanan, Tracy H. Schloemer, Linda Pucurimay, Sebastian Fernández, Michael Seitz, Daniel N. Congreve

专题命中 生物医学文本 ：biomedical(abstract)

FloraSyntropy-Net: Scalable Deep Learning with Novel FloraSyntropy Archive for Large-Scale Plant Disease Diagnosis

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian Vollmer, Andreas Dengel

机构 * German Research Center for Artificial Intelligence（德国人工智能研究中心） ； Intelligentx GmbH 纠错

专题命中 医学数据与评测 ：diagnosis(title,abstract)；分类 cs.CV

Quantum-Inspired Privacy-Preserving Federated Learning Framework for Secure Dementia Classification

Gazi Tanbhir, Md. Farhan Shahriyar

专题命中 医学数据与评测 ：MRI(abstract)；diagnosis(abstract)

Comments This work has been accepted and presented at the 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025), held at Chittagong University of Engineering & Technology (CUET), Bangladesh, in February 2025

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging

Sunny Gupta, Amit Sethi

专题命中 医学数据与评测 ：medical image(abstract)；分类 cs.CV、cs.LG

Comments Need improvement

M^3-GloDets: Multi-Region and Multi-Scale Analysis of Fine-Grained Diseased Glomerular Detection

Tianyu Shi, Xinzi He, Kenji Ikemura, Mert R. Sabuncu, Yihe Yang, Ruining Deng

机构 * Sichuan University（四川大学） ； Cornell Tech（康奈尔科技） ； Weill Cornell Medicine（韦尔·科恩医学中心） ； Northwell Health（北well健康） 纠错

专题命中 医学数据与评测 ：pathology(abstract)；分类 cs.CV