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
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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
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|
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
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|
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
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|
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
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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
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|
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
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|
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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|
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
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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
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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
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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
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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
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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
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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
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|
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
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29061181
|
Paroxysmal atrial fibrillation recognition based on multi-scale wavelet alpha-entropy. |
Biomed Eng Online |
2017 |
Xin Y;Zhao Y |
View
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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
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|
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
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|
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
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30147095
|
Time-domain heart rate variability-based computer-aided prognosis of lung cancer. |
Indian J Cancer |
2018 |
Shukla RS;Aggarwal Y |
View
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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
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|
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
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|
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
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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
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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
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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 |
View
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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 |
View
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|
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
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|
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
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|
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
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|
A Novel Wearable EEG and ECG Recording System for Stress Assessment. |
Sensors (Basel) |
2019 |
Ahn JW;Ku Y;Kim HC |
View
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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
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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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
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
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|
Machine learning-based discrimination of panic disorder from other anxiety disorders. |
J Affect Disord |
2021 |
Na KS;Cho SE;Cho SJ |
View
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|
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
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|
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
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|
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
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|
HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices. |
Sensors (Basel) |
2021 |
Dalmeida KM;Masala GL |
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|
Classification of sleep apnea using EMD-based features and PSO-trained neural networks. |
Biomed Tech (Berl) |
2021 |
Afrakhteh S;Ayatollahi A;Soltani F |
View
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|
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
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|
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
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|
Event-related driver stress detection with smartphones among young novice drivers. |
Ergonomics |
2022 |
Zhou X;Ma L;Zhang W |
View
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|
Model Construction of Using Physiological Signals to Detect Mental Health Status. |
J Healthc Eng |
2021 |
Liu X |
View
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|
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
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|
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
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|
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
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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
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|
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 |
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