医学 AI - arXivDaily 专题

2306.02449 2023-06-06 cs.LG 79%

The Power Of Simplicity: Why Simple Linear Models Outperform Complex Machine Learning Techniques -- Case Of Breast Cancer Diagnosis

Muhammad Arbab Arshad, Sakib Shahriar, Khizar Anjum

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

Comments 15 pages, 6 figures, conference or journal

2306.01499 2023-06-05 cs.CL cs.LG 79%

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

Zhuo Wang, Rongzhen Li, Bowen Dong, Jie Wang, Xiuxing Li, Ning Liu, Chenhui Mao, Wei Zhang, Liling Dong, Jing Gao, Jianyong Wang

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

Comments 16 pages, 6 figures

2305.19937 2023-06-01 cs.CV cs.AI 79%

Breast Cancer Detection and Diagnosis: A comparative study of state-of-the-arts deep learning architectures

Brennon Maistry, Absalom E. Ezugwu

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

2305.16055 2023-05-26 eess.SP 79%

Machine Learning-Based Automatic Cardiovascular Disease Diagnosis Using Two ECG Leads

Cheng Guo, Sajid Ahmed, Mohamed-Slim Alouini

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

Comments 15 pages, 11 figures

2305.14142 2023-05-24 cs.CV cs.AI 79%

A multimodal method based on cross-attention and convolution for postoperative infection diagnosis

Xianjie Liu, Hongwei Shi

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

2305.04670 2023-05-09 cs.LG 79%

Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems

Arman Mohammadi, Theodor Westny, Daniel Jung, Mattias Krysander

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

2305.02622 2023-05-05 physics.flu-dyn cs.LG 79%

Critical heat flux diagnosis using conditional generative adversarial networks

UngJin Na, Moonhee Choi, HangJin Jo

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

2304.10073 2023-04-24 cs.CV 79%

Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis

Mindi Ruan, Xiangxu Yu, Na Zhang, Chuanbo Hu, Shuo Wang, Xin Li

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

Comments Accepted by ACM Multimedia Systems Conference 2023

2304.09178 2023-04-20 cs.LG cs.AI 79%

Alzheimers Disease Diagnosis using Machine Learning: A Review

Nair Bini Balakrishnan, P. S. Sreeja, Jisha Jose Panackal

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

Comments 10 pages and 3 figures

Journal ref IJETT 71 3:120-129,March 2023. Published by Seventh Sense Research Group

2304.09100 2023-04-19 cs.LG cs.SY eess.SY 79%

Real Time Bearing Fault Diagnosis Based on Convolutional Neural Network and STM32 Microcontroller

Wenhao Liao

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

Comments 6 pages, 9 figures

2304.00697 2023-04-04 cs.CV 79%

D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators

Xin Zhang, Yuqi Song, Xiaofeng Wang, Fei Zuo

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

2304.00003 2023-04-04 eess.IV 79%

Multimodal Information Fusion For The Diagnosis Of Diabetic Retinopathy

Yihao Li, Hassan Al Hajj, Pierre-Henri Conze, Mostafa EI Habib Daho, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Mathieu Lamard, Gwenole Quellec

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

Comments Abstract

2210.11624 2023-03-31 eess.SY cs.LG cs.SY 79%

Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis

Houssem Meghnoudj, Bogdan Robu, Mazen Alamir

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

Comments 18 pages, 13 figures

2303.14958 2023-03-28 eess.SP 79%

Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis

Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan

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

Journal ref IEEE Transactions on Cybernetics,2023

2303.04731 2023-03-09 cs.CV cs.AI 79%

Towards Trust of Explainable AI in Thyroid Nodule Diagnosis

Truong Thanh Hung Nguyen, Van Binh Truong, Vo Thanh Khang Nguyen, Quoc Hung Cao, Quoc Khanh Nguyen

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

Comments Accepted by AAAI 2023 The 7th International Workshop on Health Intelligence (W3PHIAI-23)

2303.03672 2023-03-08 cs.CV 79%

CIFF-Net: Contextual Image Feature Fusion for Melanoma Diagnosis

Md Awsafur Rahman, Bishmoy Paul, Tanvir Mahmud, Shaikh Anowarul Fattah

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

2303.00885 2023-03-03 cs.CV 79%

Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision

Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, Peter Soyer, Zongyuan Ge

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

Comments Accepted by CVPR 2023

2302.10261 2023-03-01 cs.LG cs.AI 79%

Deep Reinforcement Learning for Cost-Effective Medical Diagnosis

Zheng Yu, Yikuan Li, Joseph Kim, Kaixuan Huang, Yuan Luo, Mengdi Wang

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

Comments Accepted to ICRL 2023

2302.11557 2023-02-28 cs.CV 79%

K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging

Chaoyi Wu, Xiaoman Zhang, Yanfeng Wang, Ya Zhang, Weidi Xie

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

2302.06613 2023-02-15 eess.IV 79%

Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography

Monica Hernandez, Ubaldo Ramon-Julvez, Elisa Vilades, Beatriz Cordon, Elvira Mayordomo, Elena Garcia-Martin

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

2302.05929 2023-02-14 cs.LG 79%

SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data

Peng Peng, Hanrong Zhang, Mengxuan Li, Gongzhuang Peng, Hongwei Wang, Weiming Shen

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

2108.03026 2023-02-14 eess.IV 79%

The Influence of Age and Gender Information on the Diagnosis of Diabetic Retinopathy: Based on Neural Networks

Long Bai, Sihang Chen, Mingyang Gao, Leila Abdelrahman, Manal Al Ghamdi, Mohamed Abdel-Mottaleb

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

Comments 4 pages, 4 figures, Accepted in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021

2301.11315 2023-01-31 cs.CV cs.AI 79%

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations

Mingquan Lin, Yuyun Xiao, Bojian Hou, Tingyi Wanyan, Mohit Manoj Sharma, Zhangyang Wang, Fei Wang, Sarah Van Tassel, Yifan Peng

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

Comments 9 pages, 2 figures, Accepted by AMIA 2023 Informatics Summit

Journal ref AMIA 2023 Informatics Summit

2301.00254 2023-01-03 cs.MM cs.AI cs.CV 79%

Depression Diagnosis and Analysis via Multimodal Multi-order Factor Fusion

Chengbo Yuan, Qianhui Xu, Yong Luo

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

2201.06444 2022-12-23 cs.LG cs.AI cs.SE 79%

Black-box Error Diagnosis in Deep Neural Networks for Computer Vision: a Survey of Tools

Piero Fraternali, Federico Milani, Rocio Nahime Torres, Niccolò Zangrando

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

Comments Published in Springer Neural Computing and Applications, https://link.springer.com/article/10.1007/s00521-022-08100-9

2212.06689 2022-12-14 eess.SP 79%

A Robust Data-Driven Fault Diagnosis scheme based on Recursive Dempster-Shafer Combination Rule *

Cartocci N., M. R. Napolitano, G. Costante, F. Crocetti, P. Valigi, M. L. Fravolini

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

2212.03564 2022-12-08 eess.SY cs.LG cs.SY 79%

Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach

Pavol Mulinka, Subham Sahoo, Charalampos Kalalas, Pedro H. J. Nardelli

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

Journal ref 2022 IEEE Energy Conversion Congress and Exposition (ECCE), 2022

2012.03861 2022-12-02 cs.LG cs.AI 79%

Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis

Piyush Agarwal, Jorge Ivan Mireles Gonzalez, Ali Elkamel, Hector Budman

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

Comments Under Review

Journal ref Processes 2022, 10, 2557

2211.15480 2022-11-29 cs.CV 79%

Underground Diagnosis Based on GPR and Learning in the Model Space

Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen

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

2103.12222 2022-11-21 cs.LG cs.SY eess.SY 79%

Explainability: Relevance based Dynamic Deep Learning Algorithm for Fault Detection and Diagnosis in Chemical Processes

Piyush Agarwal, Melih Tamer, Hector Budman

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

Comments Under Review. arXiv admin note: text overlap with arXiv:2012.03861

1. 诊断辅助 8251 篇

The Power Of Simplicity: Why Simple Linear Models Outperform Complex Machine Learning Techniques -- Case Of Breast Cancer Diagnosis

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

Breast Cancer Detection and Diagnosis: A comparative study of state-of-the-arts deep learning architectures

Machine Learning-Based Automatic Cardiovascular Disease Diagnosis Using Two ECG Leads

A multimodal method based on cross-attention and convolution for postoperative infection diagnosis

Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems

Critical heat flux diagnosis using conditional generative adversarial networks

Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis

Alzheimers Disease Diagnosis using Machine Learning: A Review

Real Time Bearing Fault Diagnosis Based on Convolutional Neural Network and STM32 Microcontroller

D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators

Multimodal Information Fusion For The Diagnosis Of Diabetic Retinopathy

Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis

Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis

Towards Trust of Explainable AI in Thyroid Nodule Diagnosis

CIFF-Net: Contextual Image Feature Fusion for Melanoma Diagnosis

Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision

Deep Reinforcement Learning for Cost-Effective Medical Diagnosis

K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging

Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography

SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data

The Influence of Age and Gender Information on the Diagnosis of Diabetic Retinopathy: Based on Neural Networks

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations

Depression Diagnosis and Analysis via Multimodal Multi-order Factor Fusion

Black-box Error Diagnosis in Deep Neural Networks for Computer Vision: a Survey of Tools

A Robust Data-Driven Fault Diagnosis scheme based on Recursive Dempster-Shafer Combination Rule *

Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach

Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis

Underground Diagnosis Based on GPR and Learning in the Model Space

Explainability: Relevance based Dynamic Deep Learning Algorithm for Fault Detection and Diagnosis in Chemical Processes