医学 AI - arXivDaily 专题

2310.04704 2023-10-10 cs.LG cs.AI 79%

EdgeFD: An Edge-Friendly Drift-Aware Fault Diagnosis System for Industrial IoT

Chen Jiao, Mao Fengjian, Lv Zuohong, Tang Jianhua

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

Comments 2023 IEEE The 23rd International Conference on Communication Technology

2310.03472 2023-10-06 cs.CV 79%

Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis

Shunkai Shi, Yuqi Wang, Qihui Ye, Yanran Wang, Yiming Zhu, Muhammad Hassan, Aikaterini Melliou, Dongmei Yu

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

2310.03404 2023-10-06 cs.LG 79%

EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning

Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk

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

Comments 12 pages, 6 figures, 6 tables

2309.14383 2023-09-27 cs.SD cs.AI cs.LG eess.AS 79%

Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey

Aneeqa Ijaz, Muhammad Nabeel, Usama Masood, Tahir Mahmood, Mydah Sajid Hashmi, Iryna Posokhova, Ali Rizwan, Ali Imran

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

Comments 30 pages, 12 figures, 9 tables

2302.01599 2023-09-26 cs.LG 79%

SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples

Mengxuan Li, Peng Peng, Jingxin Zhang, Hongwei Wang, Weiming Shen

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

2309.11717 2023-09-22 eess.SP 79%

A class-weighted supervised contrastive learning long-tailed bearing fault diagnosis approach using quadratic neural network

Wei-En Yu, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Jing-Xiao Liao

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

2211.17139 2023-09-07 cs.LG 79%

Multidimensional analysis using sensor arrays with deep learning for high-precision and high-accuracy diagnosis

Julie Payette, Sylvain G. Cloutier, Fabrice Vaussenat

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

Comments Corrected typo

2308.10292 2023-08-22 cs.LG 79%

An interpretable deep learning method for bearing fault diagnosis

Hao Lu, Austin M. Bray, Chao Hu, Andrew T. Zimmerman, Hongyi Xu

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

2308.06055 2023-08-14 cs.CV 79%

Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification

Jan Krupiński, Maciej Wielgosz, Szymon Mazurek, Krystian Strzałka, Paweł Russek, Jakub Caputa, Daria Łukasik, Jakub Grzeszczyk, Michał Karwatowski, Rafał Fraczek, Ernest Jamro, Marcin Pietroń, Sebastian Koryciak, Agnieszka Dąbrowska-Boruch, Kazimierz Wiatr

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

2306.14701 2023-08-14 cs.LG cs.AI 79%

Hard Sample Mining Enabled Supervised Contrastive Feature Learning for Wind Turbine Pitch System Fault Diagnosis

Zixuan Wang, Bo Qin, Mengxuan Li, Chenlu Zhan, Mark D. Butala, Peng Peng, Hongwei Wang

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

2307.16891 2023-08-01 eess.SY cs.AI cs.LG cs.SY 79%

Foundational Models for Fault Diagnosis of Electrical Motors

Sriram Anbalagan, Deepesh Agarwal, Balasubramaniam Natarajan, Babji Srinivasan

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

Comments 7 pages, 1 figure, 5 tables, submitted to IEEE PESGRE 2023

2307.16363 2023-08-01 cs.LG cs.AI cs.AR 79%

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration

Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan

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

2307.04541 2023-07-24 cs.CV cs.AI 79%

Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis

Mingyuan Liu, Lu Xu, Jicong Zhang

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

2307.08308 2023-07-18 cs.CV cs.AI 79%

A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images

Yan-Jie Zhou, Wei Liu, Yuan Gao, Jing Xu, Le Lu, Yuping Duan, Hao Cheng, Na Jin, Xiaoyong Man, Shuang Zhao, Yu Wang

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

Comments MICCAI 2023 early accept

2307.07134 2023-07-17 cs.LG cs.AI 79%

Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms

Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong

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

2307.04981 2023-07-12 cs.CV 79%

A Multi-view Impartial Decision Network for Frontotemporal Dementia Diagnosis

Guoyao Deng, Ke Zou, Meng Wang, Xuedong Yuan, Sancong Ying, Huazhu Fu

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

2307.04442 2023-07-11 cs.CV 79%

Automatic diagnosis of knee osteoarthritis severity using Swin transformer

Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane

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

Comments CBMI 2023

2307.04429 2023-07-11 cs.NE cs.AI cs.LG 79%

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search

Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang

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

Comments 15 pages, 12 figures, 5 tables

2302.06243 2023-07-11 cs.LG 79%

An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis

Mengxuan Li, Peng Peng, Min Wang, Hongwei Wang

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

2209.06947 2023-07-06 cs.LG 79%

Metrics to guide development of machine learning algorithms for malaria diagnosis

Charles B. Delahunt, Noni Gachuhi, Matthew P. Horning

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

Comments 17 pages, 5 figures

2307.00965 2023-07-04 cs.LG cs.AI 79%

OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis

Yunyou Huang, Xiaoshuang Liang, Xiangjiang Lu, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Fan Zhang, Guoxin Kang, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan

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

Comments Real-world clinical setting,Alzheimer's disease,diagnose,AI,deep learning. arXiv admin note: text overlap with arXiv:2109.04004

2307.00936 2023-07-04 cs.LG cs.AI 79%

OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis

Yunyou Huang, Xianglong Guan, Xiangjiang Lu, Xiaoshuang Liang, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan

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

Comments Alzheimer's Disease, Abnormal Patterns, Open-set Recognition, OpenAPMax

2003.06534 2023-07-04 cs.CV 79%

Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis

Junfan Lin, Keze Wang, Ziliang Chen, Xiaodan Liang, Liang Lin

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

Comments To appear in TPAMI 2023. In the experiments, our trained agent achieves the new state-of-the-art under various experimental settings and possesses the advantage of sample-efficiency and robustness compared to other existing MDA methods

2307.00507 2023-07-04 cs.LG cs.AI 79%

Cloud Ensemble Learning for Fault Diagnosis of Rolling Bearings with Stochastic Configuration Networks

Wei Dai, Jiang Liu, Lanhao Wang

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

2306.04360 2023-06-08 eess.SP cs.AI 79%

Robust and Efficient Fault Diagnosis of mm-Wave Active Phased Arrays using Baseband Signal

Martin H. Nielsen, Yufeng Zhang, Changbin Xue, Jian Ren, Yingzeng Yin, Ming Shen, Gert F. Pedersen

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

Comments 10 pages

Journal ref in IEEE Transactions on Antennas and Propagation, vol. 70, no. 7, pp. 5044-5053, July 2022

2305.00169 2023-06-07 cs.LG cs.AI cs.SY eess.SY 79%

An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System

Chen Li, Zeyi Liu, Limin Wang, Minyue Li, Xiao He

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

Comments 6 pages, 11 figures, Accepted by the 34th Chinese Process Control Conference

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

1. 诊断辅助 8215 篇

EdgeFD: An Edge-Friendly Drift-Aware Fault Diagnosis System for Industrial IoT

Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis

EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning

Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey

SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples

A class-weighted supervised contrastive learning long-tailed bearing fault diagnosis approach using quadratic neural network

Multidimensional analysis using sensor arrays with deep learning for high-precision and high-accuracy diagnosis

An interpretable deep learning method for bearing fault diagnosis

Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification

Hard Sample Mining Enabled Supervised Contrastive Feature Learning for Wind Turbine Pitch System Fault Diagnosis

Foundational Models for Fault Diagnosis of Electrical Motors

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration

Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis

A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images

Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms

A Multi-view Impartial Decision Network for Frontotemporal Dementia Diagnosis

Automatic diagnosis of knee osteoarthritis severity using Swin transformer

Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search

An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis

Metrics to guide development of machine learning algorithms for malaria diagnosis

OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis

OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis

Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis

Cloud Ensemble Learning for Fault Diagnosis of Rolling Bearings with Stochastic Configuration Networks

Robust and Efficient Fault Diagnosis of mm-Wave Active Phased Arrays using Baseband Signal

An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System

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