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
30441613 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 View More
30524025 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 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
33017999 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 View More
33137470 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 View More
33547380 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 View More
35417357 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 View More
35897999 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 View More
37023117 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 View More