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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 |
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A novel application of deep learning for single-lead ECG classification. |
Comput Biol Med |
2018 |
Mathews SM;Kambhamettu C;Barner KE |
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Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals. |
Sensors (Basel) |
2019 |
Wang L;Zhou X |
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The Design of CNN Architectures for Optimal Six Basic Emotion Classification Using Multiple Physiological Signals. |
Sensors (Basel) |
2020 |
Oh S;Lee JY;Kim DK |
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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 |
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Automated Detection of Hypertension Using Physiological Signals: A Review. |
Int J Environ Res Public Health |
2021 |
Sharma M;Rajput JS;Tan RS;Acharya UR |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Hybrid Sneaky algorithm-based deep neural networks for Heart sound classification using phonocardiogram. |
Network |
2023 |
Shastri RK;Shastri AR;Nitnaware PP;Padulkar DM |
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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 |
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