PMID Title Journal Publication Year Author View in RVdb
22809682 Bispectral analysis and genetic algorithm for congestive heart failure recognition based on heart rate variability. Comput Biol Med 2012 Yu SN;Lee MY View More
24034744 Automated identification of normal and diabetes heart rate signals using nonlinear measures. Comput Biol Med 2013 Rajendra Acharya U;Faust O;Adib Kadri N;Suri JS;Yu W View More
24218703 An intelligent scoring system and its application to cardiac arrest prediction. IEEE Trans Inf Technol Biomed 2012 Liu N;Lin Z;Cao J;Koh Z;Zhang T;Huang GB;Ser W;Ong ME View More
24272142 Automated detection of perinatal hypoxia using time-frequency-based heart rate variability features. Med Biol Eng Comput 2014 Dong S;Boashash B;Azemi G;Lingwood BE;Colditz PB View More
24316564 Detection of driver drowsiness using wavelet analysis of heart rate variability and a support vector machine classifier. Sensors (Basel) 2013 Li G;Chung WY View More
24747432 A new approach to detect congestive heart failure using short-term heart rate variability measures. PLoS One 2014 Liu G;Wang L;Wang Q;Zhou G;Wang Y;Jiang Q View More
24886422 Usefulness of the heart-rate variability complex for predicting cardiac mortality after acute myocardial infarction. BMC Cardiovasc Disord 2014 Song T;Qu XF;Zhang YT;Cao W;Han BH;Li Y;Piao JY;Yin LL;Da Cheng H View More
25014935 An online sleep apnea detection method based on recurrence quantification analysis. IEEE J Biomed Health Inform 2014 Nguyen HD;Wilkins BA;Cheng Q;Benjamin BA View More
25570021 Wearable depression monitoring system with heart-rate variability. Annu Int Conf IEEE Eng Med Biol Soc 2014 Roh T;Hong S;Yoo HJ View More
25570611 Remote measurement of cognitive stress via heart rate variability. Annu Int Conf IEEE Eng Med Biol Soc 2014 McDuff D;Gontarek S;Picard R View More
25582837 Automatic recognition of cardiac arrhythmias based on the geometric patterns of Poincare plots. Physiol Meas 2015 Zhang L;Guo T;Xi B;Fan Y;Wang K;Bi J;Wang Y View More
26171965 Automated diagnosis of coronary artery diseased patients by heart rate variability analysis using linear and non-linear methods. J Med Eng Technol 2015 Poddar MG;Kumar V;Sharma YP View More
26736259 Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability. Annu Int Conf IEEE Eng Med Biol Soc 2015 Nardelli M;Valenza G;Bianchi M;Greco A;Lanata A;Bicchi A;Scilingo EP View More
26736318 Emotion state identification based on heart rate variability and genetic algorithm. Annu Int Conf IEEE Eng Med Biol Soc 2015 Sung-Nien Yu;Shu-Feng Chen View More
26736763 Time-dependent sleep stage transition model based on heart rate variability. Annu Int Conf IEEE Eng Med Biol Soc 2015 Takeda T;Mizuno O;Tanaka T View More
26738071 Sleep apnea detection using time-delayed heart rate variability. Annu Int Conf IEEE Eng Med Biol Soc 2015 Nano MM;Xi Long;Werth J;Aarts RM;Heusdens R View More
26738189 Development of sleep apnea syndrome screening algorithm by using heart rate variability analysis and support vector machine. Annu Int Conf IEEE Eng Med Biol Soc 2015 Nakayama C;Fujiwara K;Matsuo M;Kano M;Kadotani H View More
26851730 Symbolic features and classification via support vector machine for predicting death in patients with Chagas disease. Comput Biol Med 2016 Sady CCR;Ribeiro ALP View More
26871715 A Signal Processing Approach for Detection of Hemodynamic Instability before Decompensation. PLoS One 2016 Belle A;Ansari S;Spadafore M;Convertino VA;Ward KR;Derksen H;Najarian K View More
27480743 Paroxysmal atrial fibrillation prediction method with shorter HRV sequences. Comput Methods Programs Biomed 2016 Boon KH;Khalil-Hani M;Malarvili MB;Sia CW View More
27567781 An approach to predict Sudden Cardiac Death (SCD) using time domain and bispectrum features from HRV signal. Biomed Mater Eng 2016 Houshyarifar V;Chehel Amirani M View More
27833115 Transcriptome assists prognosis of disease severity in respiratory syncytial virus infected infants. Sci Rep 2016 Jong VL;Ahout IM;van den Ham HJ;Jans J;Zaaraoui-Boutahar F;Zomer A;Simonetti E;Bijl MA;Brand HK;van IJcken WF;de Jonge MI;Fraaij PL;de Groot R;Osterhaus AD;Eijkemans MJ;Ferwerda G;Andeweg AC View More
27835634 A Novel and Effective Method for Congestive Heart Failure Detection and Quantification Using Dynamic Heart Rate Variability Measurement. PLoS One 2016 Chen W;Zheng L;Li K;Wang Q;Liu G;Jiang Q View More
27870943 Longitudinal monitoring of heartbeat dynamics predicts mood changes in bipolar patients: A pilot study. J Affect Disord 2017 Gentili C;Valenza G;Nardelli M;Lanata A;Bertschy G;Weiner L;Mauri M;Scilingo EP;Pietrini P View More
27886710 Automated diagnosis of coronary artery disease (CAD) patients using optimized SVM. Comput Methods Programs Biomed 2017 Davari Dolatabadi A;Khadem SEZ;Asl BM View More
28049413 Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. BMC Bioinformatics 2017 Radovic M;Ghalwash M;Filipovic N;Obradovic Z View More
28841459 Performance comparison between wrist and chest actigraphy in combination with heart rate variability for sleep classification. Comput Biol Med 2017 Aktaruzzaman M;Rivolta MW;Karmacharya R;Scarabottolo N;Pugnetti L;Garegnani M;Bovi G;Scalera G;Ferrarin M;Sassi R View More
28858220 A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability. Sensors (Basel) 2017 Awais M;Badruddin N;Drieberg M View More
29016970 A genome-by-environment interaction classifier for precision medicine: personal transcriptome response to rhinovirus identifies children prone to asthma exacerbations. J Am Med Inform Assoc 2017 Gardeux V;Berghout J;Achour I;Schissler AG;Li Q;Kenost C;Li J;Shang Y;Bosco A;Saner D;Halonen MJ;Jackson DJ;Li H;Martinez FD;Lussier YA View More
29061181 Paroxysmal atrial fibrillation recognition based on multi-scale wavelet alpha-entropy. Biomed Eng Online 2017 Xin Y;Zhao Y View More
29157449 Paroxysmal atrial fibrillation prediction based on HRV analysis and non-dominated sorting genetic algorithm III. Comput Methods Programs Biomed 2018 Boon KH;Khalil-Hani M;Malarvili MB View More
30008027 Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics. Med Biol Eng Comput 2019 Nardelli M;Greco A;Danzi OP;Perlini C;Tedeschi F;Scilingo EP;Del Piccolo L;Valenza G View More
30041417 Determination of Optimal Heart Rate Variability Features Based on SVM-Recursive Feature Elimination for Cumulative Stress Monitoring Using ECG Sensor. Sensors (Basel) 2018 Park D;Lee M;Park SE;Seong JK;Youn I View More
30147095 Time-domain heart rate variability-based computer-aided prognosis of lung cancer. Indian J Cancer 2018 Shukla RS;Aggarwal Y View More
30337081 Prediction of paroxysmal Atrial Fibrillation: A machine learning based approach using combined feature vector and mixture of expert classification on HRV signal. Comput Methods Programs Biomed 2018 Ebrahimzadeh E;Kalantari M;Joulani M;Shahraki RS;Fayaz F;Ahmadi F View More
30390223 A unified non-linear approach based on recurrence quantification analysis and approximate entropy: application to the classification of heart rate variability of age-stratified subjects. Med Biol Eng Comput 2019 Singh V;Gupta A;Sohal JS;Singh A View More
30427880 Development and validation of warning system of ventricular tachyarrhythmia in patients with heart failure with heart rate variability data. PLoS One 2018 Au-Yeung WM;Reinhall PG;Bardy GH;Brunton SL View More
30440450 Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. Annu Int Conf IEEE Eng Med Biol Soc 2018 Nguyen A;Ansari S;Hooshmand M;Lin K;Ghanbari H;Gryak J;Najarian K View More
30440855 Congestive Heart Failure Detection Via Short-Time Electrocardiographic Monitoring For Fast Reference Advice In Urgent Medical Conditions. Annu Int Conf IEEE Eng Med Biol Soc 2018 Zhang Y;Yang Q;Pang W;Argha A;Xu P;Su S;Yao D 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
30734153 Fusion of heart rate variability and salivary cortisol for stress response identification based on adverse childhood experience. Med Biol Eng Comput 2019 Aimie-Salleh N;Malarvili MB;Whittaker AC View More
30805022 Multiscale Fine-Grained Heart Rate Variability Analysis for Recognizing the Severity of Hypertension. Comput Math Methods Med 2019 Ni H;Wang Y;Xu G;Shao Z;Zhang W;Zhou X View More
31003176 Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals. Comput Biol Med 2019 Viswabhargav CSS;Tripathy RK;Acharya UR View More
31035399 A Novel Wearable EEG and ECG Recording System for Stress Assessment. Sensors (Basel) 2019 Ahn JW;Ku Y;Kim HC View More
31045534 Comparison of support vector machines based on particle swarm optimization and genetic algorithm in sleep staging. Technol Health Care 2019 Geng D;Zhao J;Dong J;Jiang X View More
31045557 Entropy analysis of heart rate variability and its application to recognize major depressive disorder: A pilot study. Technol Health Care 2019 Byun S;Kim AY;Jang EH;Kim S;Choi KW;Yu HY;Jeon HJ View More
31404718 Detection of major depressive disorder from linear and nonlinear heart rate variability features during mental task protocol. Comput Biol Med 2019 Byun S;Kim AY;Jang EH;Kim S;Choi KW;Yu HY;Jeon HJ View More
31446317 SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram. Comput Biol Med 2019 Kei Fong MW;Ng EYK;Er Zi Jian K;Hong TJ View More
31515685 In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability. Australas Phys Eng Sci Med 2019 Bozkurt MR;Ucar MK;Bozkurt F;Bilgin C View More
31782358 New Computational Tool Based on Machine-learning Algorithms for the Identification of Rhinovirus Infection-Related Genes. Comb Chem High Throughput Screen 2019 Xu Y;Zhang YH;Li J;Pan XY;Huang T;Cai YD View More
31946968 The Role of Haptic Stimuli on Affective Reading: a Pilot Study. Annu Int Conf IEEE Eng Med Biol Soc 2019 Ghiasi S;Valenza G;Morelli MS;Bianchi M;Scilingo EP;Greco A View More
31947339 Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions(). Annu Int Conf IEEE Eng Med Biol Soc 2019 Persson A;Jonasson H;Fredriksson I;Wiklund U;Ahlstrom C View More
31998469 Fatigue Evaluation through Machine Learning and a Global Fatigue Descriptor. J Healthc Eng 2020 Ramos G;Vaz JR;Mendonca GV;Pezarat-Correia P;Rodrigues J;Alfaras M;Gamboa H View More
32019220 Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine. Sensors (Basel) 2020 Czabanski R;Horoba K;Wrobel J;Matonia A;Martinek R;Kupka T;Jezewski M;Kahankova R;Jezewski J;Leski JM View More
32149106 Detecting Congestive Heart Failure by Extracting Multimodal Features and Employing Machine Learning Techniques. Biomed Res Int 2020 Hussain L;Awan IA;Aziz W;Saeed S;Ali A;Zeeshan F;Kwak KS View More
32317680 Application of a convolutional neural network for predicting the occurrence of ventricular tachyarrhythmia using heart rate variability features. Sci Rep 2020 Taye GT;Hwang HJ;Lim KM View More
32942220 Machine learning-based discrimination of panic disorder from other anxiety disorders. J Affect Disord 2021 Na KS;Cho SE;Cho SJ View More
32992675 Prediction of Sudden Cardiac Death Risk with a Support Vector Machine Based on Heart Rate Variability and Heartprint Indices. Sensors (Basel) 2020 Martinez-Alanis M;Bojorges-Valdez E;Wessel N;Lerma C View More
33252718 Heart rate variability time domain features in automated prediction of diabetes in rat. Phys Eng Sci Med 2021 Aggarwal Y;Das J;Mazumder PM;Kumar R;Sinha RK View More
33653263 Heart rate variability-derived features based on deep neural network for distinguishing different anaesthesia states. BMC Anesthesiol 2021 Zhan J;Wu ZX;Duan ZX;Yang GY;Du ZY;Bao XH;Li H View More
33921884 HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices. Sensors (Basel) 2021 Dalmeida KM;Masala GL View More
33930264 Classification of sleep apnea using EMD-based features and PSO-trained neural networks. Biomed Tech (Berl) 2021 Afrakhteh S;Ayatollahi A;Soltani F View More
34047710 Pain Recognition With Electrocardiographic Features in Postoperative Patients: Method Validation Study. J Med Internet Res 2021 Kasaeyan Naeini E;Subramanian A;Calderon MD;Zheng K;Dutt N;Liljeberg P;Salantera S;Nelson AM;Rahmani AM View More
34365841 The effect of principal component analysis in the diagnosis of congestive heart failure via heart rate variability analysis. Proc Inst Mech Eng H 2021 Selek MB;Yesilkaya B;Egeli SS;Isler Y View More
34919031 Event-related driver stress detection with smartphones among young novice drivers. Ergonomics 2022 Zhou X;Ma L;Zhang W View More
35198130 Model Construction of Using Physiological Signals to Detect Mental Health Status. J Healthc Eng 2021 Liu X View More
35381584 Sleep staging classification based on a new parallel fusion method of multiple sources signals. Physiol Meas 2022 Hei Y;Yuan T;Fan Z;Yang B;Hu J View More
35727124 Heart rate dynamics in the prediction of coronary artery disease and myocardial infarction using artificial neural network and support vector machine. J Appl Biomed 2022 Kumar R;Aggarwal Y;Kumar Nigam V View More
35884267 Mental Stress Assessment Using Ultra Short Term HRV Analysis Based on Non-Linear Method. Biosensors (Basel) 2022 Lee S;Hwang HB;Park S;Kim S;Ha JH;Jang Y;Hwang S;Park HK;Lee J;Kim IY View More
36086284 Estimating Physical/Mental Health Condition Using Heart Rate Data from a Wearable Device. Annu Int Conf IEEE Eng Med Biol Soc 2022 Onuki M;Sato M;Sese J View More
36086436 Normal and Abnormal Classification of Electrocardiogram: A Primary Screening Tool Kit. Annu Int Conf IEEE Eng Med Biol Soc 2022 Kirodiwal A;Jahnavi D;Dash A;Ghosh N;Patra A View More