PMID Title Journal Publication Year Author View in RVdb
29420125 Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals. Telemed J E Health 2018 Hwang B;You J;Vaessen T;Myin-Germeys I;Park C;Zhang BT View More
29886261 A novel application of deep learning for single-lead ECG classification. Comput Biol Med 2018 Mathews SM;Kambhamettu C;Barner KE View More
30925693 Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals. Sensors (Basel) 2019 Wang L;Zhou X View More
32041226 The Design of CNN Architectures for Optimal Six Basic Emotion Classification Using Multiple Physiological Signals. Sensors (Basel) 2020 Oh S;Lee JY;Kim DK View More
33374527 Deep Neural Network Sleep Scoring Using Combined Motion and Heart Rate Variability Data. Sensors (Basel) 2020 Haghayegh S;Khoshnevis S;Smolensky MH;Diller KR;Castriotta RJ View More
34072304 Automated Detection of Hypertension Using Physiological Signals: A Review. Int J Environ Res Public Health 2021 Sharma M;Rajput JS;Tan RS;Acharya UR View More
34261486 AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. BMC Med Inform Decis Mak 2021 Tutuko B;Nurmaini S;Tondas AE;Rachmatullah MN;Darmawahyuni A;Esafri R;Firdaus F;Sapitri AI View More
34478912 TP-CNN: A Detection Method for atrial fibrillation based on transposed projection signals with compressed sensed ECG. Comput Methods Programs Biomed 2021 Zhang H;Dong Z;Sun M;Gu H;Wang Z View More
34490368 A Proposal for a Data-Driven Approach to the Influence of Music on Heart Dynamics. Front Cardiovasc Med 2021 Idrobo-Avila E;Loaiza-Correa H;Munoz-Bolanos F;van Noorden L;Vargas-Canas R View More
34770543 Atrial Fibrillation Classification with Smart Wearables Using Short-Term Heart Rate Variability and Deep Convolutional Neural Networks. Sensors (Basel) 2021 Ramesh J;Solatidehkordi Z;Aburukba R;Sagahyroon A View More
34814329 A deep bidirectional recurrent neural network for identification of SARS-CoV-2 from viral genome sequences. Math Biosci Eng 2021 Deif MA;Solyman AAA;Kamarposhti MA;Band SS;Hammam RE View More
34896885 Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network. Comput Biol Med 2021 Yang Q;Zou L;Wei K;Liu G View More
35468405 Automated detection of ADHD: Current trends and future perspective. Comput Biol Med 2022 Loh HW;Ooi CP;Barua PD;Palmer EE;Molinari F;Acharya UR View More
36078452 Multi-Level Classification of Driver Drowsiness by Simultaneous Analysis of ECG and Respiration Signals Using Deep Neural Networks. Int J Environ Res Public Health 2022 Ebrahimian S;Nahvi A;Tashakori M;Salmanzadeh H;Mohseni O;Leppanen T View More
36294943 A Deep Learning Framework for Automatic Sleep Apnea Classification Based on Empirical Mode Decomposition Derived from Single-Lead Electrocardiogram. Life (Basel) 2022 Setiawan F;Lin CW View More
36926545 Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks. Front Netw Physiol 2023 Ganglberger W;Krishnamurthy PV;Quadri SA;Tesh RA;Bucklin AA;Adra N;Da Silva Cardoso M;Leone MJ;Hemmige A;Rajan S;Panneerselvam E;Paixao L;Higgins J;Ayub MA;Shao YP;Coughlin B;Sun H;Ye EM;Cash SS;Thompson BT;Akeju O;Kuller D;Thomas RJ;Westover MB View More
37415686 Comprehensive evaluation of machine learning algorithms for predicting sleep-wake conditions and differentiating between the wake conditions before and after sleep during pregnancy based on heart rate variability. Front Psychiatry 2023 Li X;Ono C;Warita N;Shoji T;Nakagawa T;Usukura H;Yu Z;Takahashi Y;Ichiji K;Sugita N;Kobayashi N;Kikuchi S;Kimura R;Hamaie Y;Hino M;Kunii Y;Murakami K;Ishikuro M;Obara T;Nakamura T;Nagami F;Takai T;Ogishima S;Sugawara J;Hoshiai T;Saito M;Tamiya G;Fuse N;Fujii S;Nakayama M;Kuriyama S;Yamamoto M;Yaegashi N;Homma N;Tomita H View More
38018148 Hybrid Sneaky algorithm-based deep neural networks for Heart sound classification using phonocardiogram. Network 2023 Shastri RK;Shastri AR;Nitnaware PP;Padulkar DM View More
38025469 Severity identification for internet gaming disorder using heart rate variability reactivity for gaming cues: a deep learning approach. Front Psychiatry 2023 Hong SJ;Lee D;Park J;Kim T;Jung YC;Shon YM;Kim IY View More