医学 AI - arXivDaily 专题

2207.06096 2022-07-19 cs.LG eess.SP 81%

On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG

Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antonio Luiz P. Ribeiro, Joachim A. Behar

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

2207.06828 2022-07-15 cs.CV cs.LG 81%

Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video

Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum

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

Comments MICCAI 2022

2206.13043 2022-06-28 cs.LG cs.AI cs.CV 81%

Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework

Jayakanth Kunhoth, Somaya Al-Maadeed, Suchithra Kunhoth, Younus Akbari

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

2206.10096 2022-06-22 cs.CV cs.AI eess.IV 81%

Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms

Xuxin Chen, Ke Zhang, Neman Abdoli, Patrik W. Gilley, Ximin Wang, Hong Liu, Bin Zheng, Yuchen Qiu

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

1903.06753 2022-06-17 cs.LG eess.SP stat.ML 81%

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis

Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan

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

2205.10885 2022-05-24 eess.IV cs.CV 81%

Improving AMD diagnosis by the simultaneous identification of associated retinal lesions

José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José I. Fernández-Vigo, Marcos Ortega

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

Comments Accepted at 21st International Conference on Image Analysis and Processing (ICIAP 2021). The final authenticated publication is available online at https://doi.org/10.1007/978-3-031-06427-2_13

2205.04468 2022-05-11 eess.IV cs.AI cs.CV 81%

Skin disease diagnosis using image analysis and natural language processing

Martin Chileshe, Mayumbo Nyirenda

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

2205.03231 2022-05-09 eess.SP cs.LG 81%

Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus

Yun Li, Zhe Liu, Lina Yao, Molly Lucas, Jessica J. M. Monaghan, Yu Zhang

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

2203.15275 2022-04-19 eess.SP cs.AI cs.LG 81%

A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis

Guangwei Yu, Gang Li, Xingtong Si, Zhuoyuan Song

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

Comments 21 pages, 16 figures

2204.02969 2022-04-08 eess.SP cs.RO cs.SY eess.IV eess.SY 81%

Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM)

Ali Rohan

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

2203.11269 2022-03-23 eess.SP cs.CV 81%

Contribution of Different Handwriting Modalities to Differential Diagnosis of Parkinson's Disease

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

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

Comments The work was published by IEEE

Journal ref 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings, 2015

2112.06685 2021-12-14 cs.CV cs.LG cs.NE 81%

Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis

Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle

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

Journal ref A. Britto and K. Valdivia Delgado (Eds.): BRACIS 2021, LNAI 13074, pp. 280-293, 2021. Springer Nature Switzerland AG 2021

2112.06033 2021-12-14 eess.SY cs.LG cs.SY eess.SP 81%

Spatial Graph Convolutional Neural Network via Structured Subdomain Adaptation and Domain Adversarial Learning for Bearing Fault Diagnosis

Mohammadreza Ghorvei, Mohammadreza Kavianpour, Mohammad TH Beheshti, Amin Ramezani

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

2104.09079 2021-12-07 cs.AI cs.LG eess.SP 81%

A novel time-frequency Transformer based on self-attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao, Yudong Cao

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

Journal ref Mech. Syst. Signal Process., vol. 168, p. 108616, Apr. 2022

2109.01120 2021-12-02 eess.SP cs.LG 81%

Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jonathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang, Juan M. Gorriz

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

Journal ref Front. Neuroinform. 15:777977 (2021)

2109.13521 2021-11-24 cs.LG cs.AI eess.SP 81%

A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples

Tongda Sun, Gang Yu

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

Comments 24 pages, 15 figures and 59 references

1912.12528 2021-11-23 eess.SP cs.LG 81%

Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study

Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen

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

Comments This paper has been accepted by IEEE Transactions on Instrumentation and Measurement

2007.01285 2021-11-02 cs.LG eess.IV stat.ML 81%

Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review

Marjane Khodatars, Afshin Shoeibi, Delaram Sadeghi, Navid Ghassemi, Mahboobeh Jafari, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Assef Zare, Yinan Kong, Abbas Khosravi, Saeid Nahavandi, Sadiq Hussain, U. Rajendra Acharya, Michael Berk

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

Journal ref Computers in Biology and Medicine, Volume 139, 2021, 104949

2108.10226 2021-11-01 eess.SP cs.AI cs.LG 81%

ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks

Ziyu Liu, Xiang Zhang

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

Comments 7 pages, accepted by The 2021 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS 2021)

2110.11467 2021-10-25 cs.LG cs.AI eess.SP stat.CO stat.ML 81%

Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier

Shoaib Meraj Sami, Mohammed Imamul Hassan Bhuiyan

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

Comments 09 pages, 3 figures, conference

2110.06140 2021-10-13 eess.SP cs.CY cs.LG 81%

EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia

Caroline L. Alves, Aruane M. Pineda, Kirstin Roster, Christiane Thielemann, Francisco A. Rodrigues

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

Comments 10 pages, 5 figures, 9 tables

2110.03775 2021-10-11 eess.IV cs.CV physics.med-ph 81%

Proposing a System Level Machine Learning Hybrid Architecture and Approach for a Comprehensive Autism Spectrum Disorder Diagnosis

Ryan Liu, Spencer He

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

2108.05916 2021-09-28 cs.LG cs.CV 81%

Alzheimer's Disease Diagnosis via Deep Factorization Machine Models

Raphael Ronge, Kwangsik Nho, Christian Wachinger, Sebastian Pölsterl

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

Comments Accepted at International Workshop on Machine Learning in Medical Imaging (MLMI) 2021

2105.08267 2021-09-17 eess.IV cs.CV 81%

EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis

Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu

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

Comments MICCAI2021

2011.14306 2021-09-09 cs.CV cs.LG 81%

Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors

Ryoya Katafuchi, Terumasa Tokunaga

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

Comments This paper is accepted by IMPROVE 2021. 14 pages, 7 figures, 2 tables

2102.00508 2021-09-06 eess.IV cs.CV 81%

SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation

Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

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

Comments 5 pages, 4 Figures, Submitted at ICIP 2021

2108.04329 2021-08-29 eess.IV cs.CV 81%

Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays

G Jignesh Chowdary, Suganya G, Premalatha M, Karunamurthy K

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

2108.10205 2021-08-24 eess.SP cs.LG cs.SY eess.SY 81%

Power transformer faults diagnosis using undestructive methods (Roger and IEC) and artificial neural network for dissolved gas analysis applied on the functional transformer in the Algerian north-eastern: a comparative study

Bouchaoui Lahcene, Kamel Eddine Hemsas, Hacene Mellah, saad eddine benlahneche

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

Journal ref Electrical Engineering an Electromechanics 4 (2021) 3-11

2108.01033 2021-08-03 cs.DC cs.CV eess.IV 81%

Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis

Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci

专题命中诊断辅助：diagnosis(title)；CT(abstract)；分类 cs.CV、eess.IV

Journal ref In F. Iannone editor, ENEA CRESCO in the fight against COVID-19, pages 66-73. ISBN: 978-88-8286-415-6. June 2021

2107.10806 2021-07-23 eess.IV cs.CV 81%

Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI

Alvaro Fernandez-Quilez, Trygve Eftestøl, Morten Goodwin, Svein Reidar Kjosavik, Ketil Oppedal

专题命中诊断辅助：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments 13 pages. Article under review

1. 诊断辅助 8209 篇

On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG

Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video

Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework

Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis

Improving AMD diagnosis by the simultaneous identification of associated retinal lesions

Skin disease diagnosis using image analysis and natural language processing

Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus

A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis

Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM)

Contribution of Different Handwriting Modalities to Differential Diagnosis of Parkinson's Disease

Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis

Spatial Graph Convolutional Neural Network via Structured Subdomain Adaptation and Domain Adversarial Learning for Bearing Fault Diagnosis

A novel time-frequency Transformer based on self-attention mechanism and its application in fault diagnosis of rolling bearings

Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples

Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study

Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review

ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks

Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier

EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia

Proposing a System Level Machine Learning Hybrid Architecture and Approach for a Comprehensive Autism Spectrum Disorder Diagnosis

Alzheimer's Disease Diagnosis via Deep Factorization Machine Models

EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis

Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors

SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation

Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays

Power transformer faults diagnosis using undestructive methods (Roger and IEC) and artificial neural network for dissolved gas analysis applied on the functional transformer in the Algerian north-eastern: a comparative study

Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis

Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI