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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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Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. |
Annu Int Conf IEEE Eng Med Biol Soc |
2018 |
Ansari S;Gryak J;Najarian K |
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Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram. |
Physiol Meas |
2018 |
Li Q;Li Q;Liu C;Shashikumar SP;Nemati S;Clifford GD |
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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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RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG. |
Annu Int Conf IEEE Eng Med Biol Soc |
2020 |
Vijayarangan S;R V;Murugesan B;Sp P;Joseph J;Sivaprakasam M |
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Deep learning with wearable based heart rate variability for prediction of mental and general health. |
J Biomed Inform |
2020 |
Coutts LV;Plans D;Brown AW;Collomosse J |
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PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses. |
Sci Rep |
2021 |
Acera Mateos P;Balboa RF;Easteal S;Eyras E;Patel HR |
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Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features and Parallel Heterogeneous Deep Learning Model Under IoMT. |
IEEE J Biomed Health Inform |
2022 |
Shao S;Han G;Wang T;Song C;Yao C;Hou J |
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Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index. |
Sensors (Basel) |
2022 |
Jean WH;Sutikno P;Fan SZ;Abbod MF;Shieh JS |
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Coupling analysis of heart rate variability and cortical arousal using a deep learning algorithm. |
PLoS One |
2023 |
Huo J;Quan SF;Roveda J;Li A |
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