医学 AI - arXivDaily 专题

2502.17154 2025-02-25 cs.CV cs.AI 79%

MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images

Mustafa Yurdakul, Kubra Uyar, Sakir Tasdemir

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

2405.18843 2025-02-25 cs.AI cs.LG 79%

Data-driven Machinery Fault Diagnosis: A Comprehensive Review

Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal

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

Comments Published in Neurocomputing

Journal ref Neurocomputing, Article 129588 (2025)

2502.13996 2025-02-21 cs.LG 79%

Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis

Yicheng Lang, Kehan Guo, Yue Huang, Yujun Zhou, Haomin Zhuang, Tianyu Yang, Yao Su, Xiangliang Zhang

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

2502.13789 2025-02-20 cs.CV 79%

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education

Yi-Fan Zhang, Hang Li, Dingjie Song, Lichao Sun, Tianlong Xu, Qingsong Wen

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

2502.08689 2025-02-14 cs.LG cs.AI 79%

Advancing machine fault diagnosis: A detailed examination of convolutional neural networks

Govind Vashishtha, Sumika Chauhan, Mert Sehri, Justyna Hebda-Sobkowicz, Radoslaw Zimroz, Patrick Dumond, Rajesh Kumar

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

2404.14755 2025-02-14 cs.MM cs.AI cs.CV cs.HC 79%

SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models

Bo Lin, Yingjing Xu, Xuanwen Bao, Zhou Zhao, Zhouyang Wang, Jianwei Yin

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

2502.08362 2025-02-13 eess.SP 79%

A crayfish-optimized wavelet filter and its application to fault diagnosis

Sumika Chauhan, Govind Vashishtha, Radoslaw Zimroz, Rajesh Kumar

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

2502.06424 2025-02-11 cs.LG cs.AI 79%

CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis

Qian Chen, Xingjian Dong, Kui Hu, Kangkang Chen, Zhike Peng, Guang Meng

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

Comments 21 pages, 21 figures

2412.02006 2025-02-11 cs.CV 79%

Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

David Gimeno-Gómez, Catarina Botelho, Anna Pompili, Alberto Abad, Carlos-D. Martínez-Hinarejos

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

Comments Accepted in the Special Issue on "Modelling and Processing Language and Speech in Neurodegenerative Disorders" published by Journal of Selected Topics in Signal Processing (JSTSP)

2407.13978 2025-02-10 cs.LG 79%

Dual adversarial and contrastive network for single-source domain generalization in fault diagnosis

Guangqiang Li, M. Amine Atoui, Xiangshun Li

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

Journal ref Adv. Eng. Inform., vol. 65, p. 103140, 2025

2310.01766 2025-02-10 cs.LG 79%

Learning Causal Alignment for Reliable Disease Diagnosis

Mingzhou Liu, Ching-Wen Lee, Xinwei Sun, Yu Qiao, Yizhou Wang

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

Comments ICLR-25

2502.04288 2025-02-07 cs.LG 79%

Leveraging Geolocation in Clinical Records to Improve Alzheimer's Disease Diagnosis Using DMV Framework

Peng Zhang, Divya Chaudhary

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

2502.02104 2025-02-05 cs.LG 79%

Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis

Yawen Chen, Jiande Sun, Jing Li, Huaxiang Zhang

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

2501.18893 2025-02-03 cs.LG 79%

A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran

Mohamad Roshanzamir, Roohallah Alizadehsani, Ehsan Zarepur, Noushin Mohammadifard, Fatemeh Nouri, Mahdi Roshanzamir, Alireza Khosravi, Fereidoon Nouhi, Nizal Sarrafzadegan

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

2407.19540 2025-01-31 cs.LG cs.AI 79%

Overcoming Uncertain Incompleteness for Robust Multimodal Sequential Diagnosis Prediction via Curriculum Data Erasing Guided Knowledge Distillation

Heejoon Koo

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

Comments Accepted by ICASSP 2025 (2025 IEEE International Conference on Acoustics, Speech, and Signal Processing)

2501.17326 2025-01-30 cs.CL cs.AI cs.LG 79%

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei Wang

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

Comments To appear at AAAI 2025

2501.15264 2025-01-28 eess.SP 79%

Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome

Wei Wang, Zhaoxi Chen, Wenyu Zhang, Zetao Wang, Xiang Zhao, Chenyang Li, Jian Guan, Shankai Yin, Gang Li

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

2501.14885 2025-01-28 cs.CV 79%

Hybrid Interpretable Deep Learning Framework for Skin Cancer Diagnosis: Integrating Radial Basis Function Networks with Explainable AI

Mirza Ahsan Ullah, Tehseen Zia

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

Comments The paper has not been published by any journal/conference. It contains 14 pages, with six figures and five tables to demonstrate results

2501.13943 2025-01-27 cs.CL cs.AI cs.CY cs.LG 79%

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis

Shuo Liu, Zihan Zhou, Yuanhao Liu, Jing Zhang, Hong Qian

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

Journal ref KDD 2025

2403.05559 2025-01-23 cs.CY cs.LG 79%

Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education

Pengyang Shao, Yonghui Yang, Chen Gao, Lei Chen, Kun Zhang, Chenyi Zhuang, Le Wu, Yong Li, Meng Wang

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

2501.11715 2025-01-22 cs.CV cs.AI 79%

GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease

Wenjie Kang, Lize Jiskoot, Peter De Deyn, Geert Biessels, Huiberdina Koek, Jurgen Claassen, Huub Middelkoop, Wiesje Flier, Willemijn J. Jansen, Stefan Klein, Esther Bron

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

Comments 4 pages, 3 figures

2501.09525 2025-01-22 cs.LG cs.AI 79%

Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation

Hanrong Zhang, Yifei Yao, Zixuan Wang, Jiayuan Su, Mengxuan Li, Peng Peng, Hongwei Wang

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

2409.09520 2025-01-17 cs.CV cs.AI 79%

Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM

Xin Hu, Janet Wang, Jihun Hamm, Rie R Yotsu, Zhengming Ding

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

Comments This paper is accepted by WACV 2025

2501.08042 2025-01-15 cs.CV cs.AI 79%

Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma

Alvaro Pastor-Naranjo, Pablo Meseguer, Rocío del Amor, Jose Antonio Lopez-Guerrero, Samuel Navarro, Katia Scotlandi, Antonio Llombart-Bosch, Isidro Machado, Valery Naranjo

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

Comments 11 pages, 5 figures, 2 tables. Oral presentation at KES-InMed 2024 held in Madeira, Portugal

2412.19654 2024-12-30 cs.LG cs.DC 79%

Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis

Jiaqi Wang, Ziyi Yin, Quanzeng You, Lingjuan Lyu, Fenglong Ma

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

Comments Jiaqi Wang and Ziyi Yin equally contributed to this paper. This paper has been accepted by KDD 2025

2412.16098 2024-12-25 cs.LG cs.AI 79%

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis

Haowen Xu, Ali Boyaci, Jianming Lian, Aaron Wilson

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

2412.14492 2024-12-20 cs.AI cs.LG cs.SY eess.SY 79%

FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis

Abdullah Khan, Rahul Nahar, Hao Chen, Gonzalo E. Constante Flores, Can Li

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

2412.08683 2024-12-13 cs.SD cs.CV eess.AS 79%

Emotional Vietnamese Speech-Based Depression Diagnosis Using Dynamic Attention Mechanism

Quang-Anh N. D., Manh-Hung Ha, Thai Kim Dinh, Minh-Duc Pham, Ninh Nguyen Van

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

Comments 9 Page, 5 Figures

2412.08148 2024-12-12 cs.CV cs.AI 79%

A Review of Intelligent Device Fault Diagnosis Technologies Based on Machine Vision

Guiran Liu, Binrong Zhu

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

Comments 9 pages, This paper has been accepted for publication at RICAI 2024

2412.06709 2024-12-10 cs.CV cs.AI 79%

Parkinson's Disease Diagnosis Through Deep Learning: A Novel LSTM-Based Approach for Freezing of Gait Detection

Aqib Nazir Mir, Iqra Nissar, Mumtaz Ahmed, Sarfaraz Masood, Danish Raza Rizvi

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

Journal ref Advances in Distributed Computing and Machine Learning. ICADCML 2024. Lecture Notes in Networks and Systems, vol 1015

1. 诊断辅助 8215 篇

MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images

Data-driven Machinery Fault Diagnosis: A Comprehensive Review

Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education

Advancing machine fault diagnosis: A detailed examination of convolutional neural networks

SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models

A crayfish-optimized wavelet filter and its application to fault diagnosis

CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis

Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

Dual adversarial and contrastive network for single-source domain generalization in fault diagnosis

Learning Causal Alignment for Reliable Disease Diagnosis

Leveraging Geolocation in Clinical Records to Improve Alzheimer's Disease Diagnosis Using DMV Framework

Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis

A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran

Overcoming Uncertain Incompleteness for Robust Multimodal Sequential Diagnosis Prediction via Curriculum Data Erasing Guided Knowledge Distillation

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome

Hybrid Interpretable Deep Learning Framework for Skin Cancer Diagnosis: Integrating Radial Basis Function Networks with Explainable AI

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis

Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education

GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease

Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation

Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM

Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma

Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis

FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis

Emotional Vietnamese Speech-Based Depression Diagnosis Using Dynamic Attention Mechanism

A Review of Intelligent Device Fault Diagnosis Technologies Based on Machine Vision

Parkinson's Disease Diagnosis Through Deep Learning: A Novel LSTM-Based Approach for Freezing of Gait Detection