医学 AI - arXivDaily 专题

2412.05004 2024-12-09 cs.LG cs.CY 79%

Prompt Transfer for Dual-Aspect Cross Domain Cognitive Diagnosis

Fei Liu, Yizhong Zhang, Shuochen Liu, Shengwei Ji, Kui Yu, Le Wu

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

2410.20351 2024-12-05 cs.LG 79%

Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning

Jinze Wang, Jiong Jin, Tiehua Zhang, Boon Xian Chai, Adriano Di Pietro, Dimitrios Georgakopoulos

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

2412.02621 2024-12-04 cs.AI cs.LG 79%

Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions

Kai Sun, Siyan Xue, Fuchun Sun, Haoran Sun, Yu Luo, Ling Wang, Siyuan Wang, Na Guo, Lei Liu, Tian Zhao, Xinzhou Wang, Lei Yang, Shuo Jin, Jun Yan, Jiahong Dong

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

2412.02273 2024-12-04 cs.LG 79%

Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning

Lillian Muyama, Estelle Lu, Geoffrey Cheminet, Jacques Pouchot, Bastien Rance, Anne-Isabelle Tropeano, Antoine Neuraz, Adrien Coulet

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

Comments arXiv admin note: text overlap with arXiv:2404.05913

2412.01218 2024-12-03 cs.AI cs.LG 79%

FD-LLM: Large Language Model for Fault Diagnosis of Machines

Hamzah A. A. M. Qaid, Bo Zhang, Dan Li, See-Kiong Ng, Wei Li

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

Comments 20 pages, 2 figures, 16 tables, including the tables in the appendix

2412.00146 2024-12-03 cs.LG cs.AI 79%

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

Martin Atzmueller, Tim Bohne, Patricia Windler

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

Comments 25 pages, 8 figures

2411.17707 2024-11-28 eess.SP cs.AI cs.SY eess.SY 79%

A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module

Siwei Li, Jiangwen Chen, Hua Lin, Wei Wang

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

2403.10842 2024-11-26 cs.LG cs.AI 79%

Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process

Mohammad Ali Labbaf-Khaniki, Mohammad Manthouri, Hanieh Ajami

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

2411.09140 2024-11-15 cs.CV 79%

Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis

Gozde Merve Demirci, Jiachen Yao, Ming-Chih Ho, Xiaoling Hu, Wei-Chi Wu, Chao Chen, Chia-Ling Tsai

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

Comments 10 pages, 5 figures

2411.08819 2024-11-14 eess.SP physics.med-ph 79%

Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis

Wei Tang, Kangning Cui, Raymond H. Chan, Jean-Michel Morel

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

Comments 9 pages, 5 figures

2411.08424 2024-11-14 cs.CV cs.AI 79%

A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis

Feiyu Yin, Yu Lei, Siyuan Dai, Wenwen Zeng, Guoqing Wu, Liang Zhan, Jinhua Yu

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

2411.02066 2024-11-12 cs.LG cs.AI 79%

Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling

Weibo Gao, Qi Liu, Linan Yue, Fangzhou Yao, Hao Wang, Yin Gu, Zheng Zhang

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

Comments Accepted by NeurIPS2024

2411.03044 2024-11-06 cs.CV 79%

Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

Peter Drotár, Jiří Mekyska, Irena Rektorová, Lucia Masarová, Zdeněk Smékal, Marcos Faundez-Zanuy

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

Comments 23 pages

Journal ref Artificial Intelligence in Medicine, Volume 67, 2016, Pages 39-46

2411.02718 2024-11-06 eess.SP 79%

LLM-based Framework for Bearing Fault Diagnosis

Laifa Tao, Haifei Liu, Guoao Ning, Wenyan Cao, Bohao Huang, Chen Lu

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

Comments 25 pages, 11 figures

2411.00845 2024-11-05 cs.LG cs.AI cs.CY 79%

End-to-end Graph Learning Approach for Cognitive Diagnosis of Student Tutorial

Fulai Yang, Di Wu, Yi He, Li Tao, Xin Luo

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

2411.01360 2024-11-05 cs.LG cs.RO 79%

Use Digital Twins to Support Fault Diagnosis From System-level Condition-monitoring Data

Killian Mc Court, Xavier Mc Court, Shijia Du, Zhiguo Zeng

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

Comments 6 pages, 4 figure. Paper submitted to 2025 22nd International Multi-Conference on Systems, Signals & Devices (SSD)

2411.00837 2024-11-05 cs.CV cs.AI 79%

Longitudinal Mammogram Exam-based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks

Zhengbo Zhou, Degan Hao, Dooman Arefan, Margarita Zuley, Jules Sumkin, Shandong Wu

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

2410.16737 2024-11-05 cs.LG 79%

Co-training partial domain adaptation networks for industrial Fault Diagnosis

Gecheng Chen

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

2312.06171 2024-10-29 cs.CV cs.MM 79%

Joint Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis

Qian Shao, Ye Dai, Haochao Ying, Kan Xu, Jinhong Wang, Wei Chi, Jian Wu

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

Comments IEEE MedAI 2024

2401.02429 2024-10-28 cs.NE cs.AI cs.LG 79%

Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities

Huan Wang, Yan-Fu Li, Konstantinos Gryllias

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

Comments This work has been submitted to the IEEE for possible publication

2308.15484 2024-10-28 eess.IV cs.AI cs.GR 79%

Dynamic Dual-Graph Fusion Convolutional Network For Alzheimer's Disease Diagnosis

Fanshi Li, Zhihui Wang, Yifan Guo, Congcong Liu, Yanjie Zhu, Yihang Zhou, Jun Li, Dong Liang, Haifeng Wang

专题命中诊断辅助：diagnosis(title,abstract)；分类 eess.IV

Comments This work has been submitted to the IEEE for possible publication

2410.17564 2024-10-24 cs.LG cs.CY 79%

DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis

Shangshang Yang, Mingyang Chen, Ziwen Wang, Xiaoshan Yu, Panpan Zhang, Haiping Ma, Xingyi Zhang

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

Comments 21 pages, Accepted by NeurIPS 2024 as a poster

2402.10940 2024-10-22 cs.CL cs.AI cs.LG 79%

Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification

Pei-Hung Chung, Shuhan He, Norawit Kijpaisalratana, Abdel-badih el Ariss, Byung-Jun Yoon

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

2410.14207 2024-10-21 cs.LG 79%

Flexi-Fuzz least squares SVM for Alzheimer's diagnosis: Tackling noise, outliers, and class imbalance

Mushir Akhtar, A. Quadir, M. Tanveer, Mohd. Arshad

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

2405.16003 2024-10-21 cs.AI cs.CY cs.LG 79%

Disentangling Heterogeneous Knowledge Concept Embedding for Cognitive Diagnosis on Untested Knowledge

Miao Zhang, Ziming Wang, Runtian Xing, Kui Xiao, Zhifei Li, Yan Zhang, Chang Tang

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

2408.09649 2024-10-15 eess.SP cs.AI 79%

Deep Learning-based Machine Condition Diagnosis using Short-time Fourier Transformation Variants

Eduardo Jr Piedad, Zherish Galvin Mayordo, Eduardo Prieto-Araujo, Oriol Gomis-Bellmunt

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

Comments 4 pages, 6 images, presented at 2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)

Journal ref 10.1109/Diagnostika61830.2024.10693710

2304.10207 2024-10-08 cs.LG 79%

Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain

Tae Yeob Kang, Haebom Lee, Sungho Suh

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

Comments Accepted in Microelectronics Reliability

2403.13036 2024-10-04 eess.SP 79%

Intelligent fault diagnosis of worm gearbox based on adaptive CNN using amended gorilla troop optimization with quantum gate mutation strategy

Govind Vashishtha, Sumika Chauhan, Surinder Kumar, Rajesh Kumar, Radoslaw Zimroz, Anil Kumar

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

Journal ref Knowledge-Based Systems Volume 280, 25 November 2023, 110984

2410.00292 2024-10-02 cs.CL cs.CV 79%

Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease Diagnosis

Chun-Hsiao Yeh, Jiayun Wang, Andrew D. Graham, Andrea J. Liu, Bo Tan, Yubei Chen, Yi Ma, Meng C. Lin

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

Comments Accepted to MICCAI 2024. Project Webpage: https://danielchyeh.github.io/MDPipe/

2409.19276 2024-10-02 eess.SP 79%

Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter

Wei Wang, Ruobing Song, Yunxiao Wu, Li Zheng, Wenyu Zhang, Zhaoxi Chen, Gang Li, Zhifei Xu

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

1. 诊断辅助 8215 篇

Prompt Transfer for Dual-Aspect Cross Domain Cognitive Diagnosis

Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning

Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions

Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning

FD-LLM: Large Language Model for Fault Diagnosis of Machines

Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module

Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process

Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis

Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis

A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis

Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling

Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

LLM-based Framework for Bearing Fault Diagnosis

End-to-end Graph Learning Approach for Cognitive Diagnosis of Student Tutorial

Use Digital Twins to Support Fault Diagnosis From System-level Condition-monitoring Data

Longitudinal Mammogram Exam-based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks

Co-training partial domain adaptation networks for industrial Fault Diagnosis

Joint Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis

Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities

Dynamic Dual-Graph Fusion Convolutional Network For Alzheimer's Disease Diagnosis

DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis

Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification

Flexi-Fuzz least squares SVM for Alzheimer's diagnosis: Tackling noise, outliers, and class imbalance

Disentangling Heterogeneous Knowledge Concept Embedding for Cognitive Diagnosis on Untested Knowledge

Deep Learning-based Machine Condition Diagnosis using Short-time Fourier Transformation Variants

Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain

Intelligent fault diagnosis of worm gearbox based on adaptive CNN using amended gorilla troop optimization with quantum gate mutation strategy

Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease Diagnosis

Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter