医学 AI - arXivDaily 专题

2310.03759 2023-10-09 eess.SP cs.AI cs.LG 62%

A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN

Promit Basak, A. H. M Nazmus Sakib, Muhammad E. H. Chowdhury, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud, Serkan Kiranyaz, Somaya Al-Maadeed

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 24 pages, 11 figures

Journal ref Expert Systems with Applications, Volume 235, 2024, 121196, ISSN 0957-4174

2310.02862 2023-10-05 cs.LG cs.AI eess.SP 62%

A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression

Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Cetin

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2303.11338 2023-08-30 eess.SP cs.LG 62%

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Aristotelis Ballas, Christos Diou

专题命中健康监测：biomedical(abstract)；分类 cs.LG、eess.SP

Comments Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence

2308.02395 2023-08-07 eess.SP cs.IR cs.LG 62%

ECG classification using Deep CNN and Gramian Angular Field

Youssef Elmir, Yassine Himeur, Abbes Amira

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 5 pages, 5 figures, and 1 table. Accepted at the 9th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, July 17-20, 2023 | Athens, Greece

2306.12098 2023-06-22 eess.SP cs.LG 62%

MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification

Renjie Cheng, Zhemin Zhuang, Shuxin Zhuang, Lei Xie, Jingfeng Guo

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2304.06476 2023-06-16 eess.SP cs.LG 62%

Joint optimization of a $β$-VAE for ECG task-specific feature extraction

Viktor van der Valk, Douwe Atsma, Roderick Scherptong, Marius Staring

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Conference paper, 10 pages, 3 figures, 1 table

2211.02626 2023-06-06 eess.SP cs.AI cs.LG 62%

Leveraging Statistical Shape Priors in GAN-based ECG Synthesis

Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 6 figures, 31 pages, under review

2207.10670 2023-05-30 cs.LG cs.AI eess.SP 62%

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z. Chen, Jian Wu

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Journal ref In International Conference on Machine Learning, 3360--3370, (2022), PMLR

2304.01990 2023-04-05 cs.CR cs.LG eess.SP 62%

Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification

Jialin Liu, Ning Miao, Chongzhou Fang, Houman Homayoun, Han Wang

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2303.09395 2023-03-17 cs.CL cs.LG eess.SP 62%

Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports

Hyunseung Chung, Jiho Kim, Joon-myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Accepted to ICASSP 2023 (5 pages, 3 figures, 4 tables)

2208.05433 2023-01-11 eess.IV cs.CV 62%

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks

Thao Nguyen, Hieu H. Pham, Huy Khiem Le, Anh Tu Nguyen, Ngoc Tien Thanh, Cuong Do

专题命中健康监测：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted with minor revision by Plos One

2301.03469 2023-01-10 eess.SP cs.LG 62%

KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study

Omar Elnaggar, Roselina Arelhi, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 18 pages, 8 figures, supplementary info included

2210.14253 2022-10-27 cs.LG eess.SP 62%

Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks

Bartosz Grabowski, Przemysław Głomb, Wojciech Masarczyk, Paweł Pławiak, Özal Yıldırım, U Rajendra Acharya, Ru-San Tan

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2207.06921 2022-10-27 eess.SP cs.LG 62%

Automatic Sleep Scoring from Large-scale Multi-channel Pediatric EEG

Harlin Lee, Aaqib Saeed

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Learning from Time Series for Health. Workshop at NeurIPS 2022

2210.06297 2022-10-13 eess.SP cs.AI cs.LG 62%

Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning

Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2208.02226 2022-08-04 eess.SP cs.AI cs.CY cs.LG 62%

Internet of Things (IoT) based ECG System for Rural Health Care

Md. Obaidur Rahman, Mohammod Abul Kashem, Al-Akhir Nayan, Most. Fahmida Akter, Fazly Rabbi, Marzia Ahmed, Mohammad Asaduzzaman

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Journal ref International Journal of Advanced Computer Science and Applications, vol. 12, no. 6, pp. 470-477, 2021

2202.05735 2022-05-02 cs.LG eess.SP 62%

SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography

Kevin Kotzen, Peter H. Charlton, Sharon Salabi, Lea Amar, Amir Landesberg, Joachim A. Behar

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 11 pages, 10 figures

2203.00512 2022-03-02 eess.SP cs.AI cs.LG 62%

A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings

Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2203.00503 2022-03-02 eess.SP cs.AI cs.LG 62%

Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor

Muhammad Zeeshan Arshad, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 10 pages

2202.12943 2022-03-01 eess.SP cs.LG 62%

Arrhythmia Classifier Using Convolutional Neural Network with Adaptive Loss-aware Multi-bit Networks Quantization

Hanshi Sun, Ao Wang, Ninghao Pu, Zhiqing Li, Junguang Huang, Hao Liu, Zhi Qi

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 7 pages, 7 figures

2202.05676 2022-02-14 eess.SP cs.LG 62%

Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG

A. Scagnetto, G. Barbati, I. Gandin, C. Cappelletto, G. Baj, A. Cazzaniga, F. Cuturello, A. Ansuini, L. Bortolussi, A. Di Lenarda

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 10 pages, 2 figures, 5 tables

2202.00589 2022-02-02 eess.SP cs.AI cs.LG 62%

Blind ECG Restoration by Operational Cycle-GANs

Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 16 pages, 10 figures, journal article submission

2112.12956 2021-12-28 eess.SP cs.LG 62%

Machine Learning-based Efficient Ventricular Tachycardia Detection Model of ECG Signal

Pampa Howladar, Manodipan Sahoo

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 8 pages

2108.01995 2021-11-17 eess.SP cs.LG 62%

Robustness of convolutional neural networks to physiological ECG noise

J. Venton, P. M. Harris, A. Sundar, N. A. S. Smith, P. J. Aston

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 16 pages, 7 figures

2111.08195 2021-11-17 cs.LG eess.SP 62%

MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar

Tianyue Zheng, Zhe Chen, Shujie Zhang, Chao Cai, Jun Luo

专题命中健康监测：biomedical(abstract)；分类 cs.LG、eess.SP

Comments 14 pages

Journal ref SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems November 2021

2108.08972 2021-08-23 cs.LG cs.CR eess.SP 62%

Application of Adversarial Examples to Physical ECG Signals

Taiga Ono, Takeshi Sugawara, Jun Sakuma, Tatsuya Mori

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2107.08442 2021-08-17 cs.LG eess.SP 62%

Sleep Staging Based on Multi Scale Dual Attention Network

Huafeng Wang, Chonggang Lu, Qi Zhang, Zhimin Hu, Xiaodong Yuan, Pingshu Zhang, Wanquan Liu

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2107.13361 2021-07-29 cs.LG eess.SP 62%

Snippet Policy Network for Multi-class Varied-length ECG Early Classification

Yu Huang, Gary G. Yen, Vincent S. Tseng

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2101.02452 2021-06-21 stat.ML cs.LG eess.SP 62%

RobustSleepNet: Transfer learning for automated sleep staging at scale

Antoine Guillot, Valentin Thorey

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

2104.02054 2021-04-06 eess.SP cs.LG 62%

DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time

Girmaw Abebe Tadesse, Hamza Javed, Yong Liu, Jin Liu, Jiyan Chen, Komminist Weldemariam, Tingting Zhu

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 10 pages

1. 健康监测 429 篇

A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN

A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

ECG classification using Deep CNN and Gramian Angular Field

MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification

Joint optimization of a $β$-VAE for ECG task-specific feature extraction

Leveraging Statistical Shape Priors in GAN-based ECG Synthesis

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification

Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks

KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study

Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks

Automatic Sleep Scoring from Large-scale Multi-channel Pediatric EEG

Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning

Internet of Things (IoT) based ECG System for Rural Health Care

SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography

A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings

Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor

Arrhythmia Classifier Using Convolutional Neural Network with Adaptive Loss-aware Multi-bit Networks Quantization

Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG

Blind ECG Restoration by Operational Cycle-GANs

Machine Learning-based Efficient Ventricular Tachycardia Detection Model of ECG Signal

Robustness of convolutional neural networks to physiological ECG noise

MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar

Application of Adversarial Examples to Physical ECG Signals

Sleep Staging Based on Multi Scale Dual Attention Network

Snippet Policy Network for Multi-class Varied-length ECG Early Classification

RobustSleepNet: Transfer learning for automated sleep staging at scale

DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time