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Artificial Neural Network-Based Automatic Detection of Food Intake for Neuromodulation in Treating Obesity and Diabetes. |
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Identification of Latent Risk Clinical Attributes for Children Born Under IUGR Condition Using Machine Learning Techniques. |
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Entropy-Based Measures of Hypnopompic Heart Rate Variability Contribute to the Automatic Prediction of Cardiovascular Events. |
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Deep Neural Network Sleep Scoring Using Combined Motion and Heart Rate Variability Data. |
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Utilizing machine learning dimensionality reduction for risk stratification of chest pain patients in the emergency department. |
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Prediction of paroxysmal atrial fibrillation using new heart rate variability features. |
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Measuring the contribution of built-settlement data to global population mapping. |
Soc Sci Humanit Open |
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Constructing an Emotion Estimation Model Based on EEG/HRV Indexes Using Feature Extraction and Feature Selection Algorithms. |
Sensors (Basel) |
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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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Early Warning of Infection in Patients Undergoing Hematopoietic Stem Cell Transplantation Using Heart Rate Variability and Serum Biomarkers. |
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Integrative psycho-biophysiological markers in predicting psychological resilience. |
Psychoneuroendocrinology |
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Fetal Cardiovascular Decompensation During Labor Predicted From the Individual Heart Rate Tracing: A Machine Learning Approach in Near-Term Fetal Sheep Model. |
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Pain Recognition With Electrocardiographic Features in Postoperative Patients: Method Validation Study. |
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Autoencoder-Based Extrasystole Detection and Modification of RRI Data for Precise Heart Rate Variability Analysis. |
Sensors (Basel) |
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Automated Detection of Hypertension Using Physiological Signals: A Review. |
Int J Environ Res Public Health |
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Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study. |
Front Physiol |
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Heart Rate Variability measured during rest and after orthostatic challenge to detect autonomic dysfunction in Type 2 Diabetes Mellitus using the Classification and Regression Tree model. |
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Judgement of valence of musical sounds by hand and by heart, a machine learning paradigm for reading the heart. |
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Unsupervised machine learning reveals key immune cell subsets in COVID-19, rhinovirus infection, and cancer therapy. |
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Proc Inst Mech Eng H |
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A Proposal for a Data-Driven Approach to the Influence of Music on Heart Dynamics. |
Front Cardiovasc Med |
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Assessment of the Impact of Alcohol Consumption Patterns on Heart Rate Variability by Machine Learning in Healthy Young Adults. |
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Prediction of GABA receptor antagonist-induced convulsion in cynomolgus monkeys by combining machine learning and heart rate variability analysis. |
J Pharmacol Toxicol Methods |
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COVID 19-related burnout among healthcare workers in India and ECG based predictive machine learning model: Insights from the BRUCEE- Li study. |
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Physiological and Behavioral Benefits for People and Horses during Guided Interactions at an Assisted Living Residence. |
Behav Sci (Basel) |
2021 |
Baldwin AL;Rector BK;Alden AC |
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Machine learning analysis of heart rate variability to detect delayed cerebral ischemia in subarachnoid hemorrhage. |
Acta Neurol Scand |
2022 |
Odenstedt Herges H;Vithal R;El-Merhi A;Naredi S;Staron M;Block L |
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Trends in Heart-Rate Variability Signal Analysis. |
Front Digit Health |
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Methodology for the prediction of paroxysmal atrial fibrillation based on heart rate variability feature analysis. |
Heliyon |
2021 |
Castro H;Garcia-Racines JD;Bernal-Norena A |
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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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Baseline heart rate variability (HRV) and performance during a set-shifting visuospatial learning task: The moderating effect of trait negative affectivity (NA) on behavioral flexibility(鉁?. |
Physiol Behav |
2022 |
Howell BC;Hamilton DA |
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Using a 360 degrees Virtual Reality or 2D Video to Learn History Taking and Physical Examination Skills for Undergraduate Medical Students: Pilot Randomized Controlled Trial. |
JMIR Serious Games |
2021 |
Chao YP;Chuang HH;Hsin LJ;Kang CJ;Fang TJ;Li HY;Huang CG;Kuo TBJ;Yang CCH;Shyu HY;Wang SL;Shyu LY;Lee LA |
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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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A Practical Application for Quantitative Brain Fatigue Evaluation Based on Machine Learning and Ballistocardiogram. |
Healthcare (Basel) |
2021 |
Xu Y;Yang Z;Li G;Tian J;Jiang Y |
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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 |
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Yang Q;Zou L;Wei K;Liu G |
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[Trends of physical development and adaptation to the study load and health-improving sports activities in elementary schoolchildren of Moscow]. |
Vopr Kurortol Fizioter Lech Fiz Kult |
2021 |
Filippova SN;Alexeeva SI;Chernogorov DN;Matveev YA;Melkadze OV |
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Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms. |
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Lin CY;Wang YW;Setiawan F;Trang NTH;Lin CW |
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Entropy in Cardiac Autonomic Nervous System of Adolescents with General Learning Disabilities or Dyslexia. |
Adv Exp Med Biol |
2021 |
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Learn to breathe, breathe to learn? No evidence for effects of slow deep breathing at a 0.1 Hz frequency on reversal learning. |
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Heart rate variability as a marker of cardiovascular dysautonomia in post-COVID-19 syndrome using artificial intelligence. |
Indian Pacing Electrophysiol J |
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Interictal EEG and ECG for SUDEP Risk Assessment: A Retrospective Multicenter Cohort Study. |
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Recurrent Wheeze Exacerbations Following Acute Bronchiolitis-A Machine Learning Approach. |
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Automated detection of ADHD: Current trends and future perspective. |
Comput Biol Med |
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Physiol Meas |
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Heart Rate Variability-Based Subjective Physical Fatigue Assessment. |
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Ni Z;Sun F;Li Y |
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Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries. |
Sensors (Basel) |
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Estimation of Heart Rate Variability Parameters by Machine Learning Approaches Applied to Facial Infrared Thermal Imaging. |
Front Cardiovasc Med |
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| 35668230
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Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning. |
Med Biol Eng Comput |
2022 |
Harikrishnan NB;Pranay SY;Nagaraj N |
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| 35720409
|
Heart Rate as a Non-Invasive Biomarker of Inflammation: Implications for Digital Health. |
Front Immunol |
2022 |
Frasch MG |
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| 35765063
|
Heart rate variability as a biomarker in patients with Chronic Chagas Cardiomyopathy with or without concomitant digestive involvement and its relationship with the Rassi score. |
Biomed Eng Online |
2022 |
Silva LEV;Moreira HT;de Oliveira MM;Cintra LSS;Salgado HC;Fazan R Jr;Tinos R;Rassi A Jr;Schmidt A;Marin-Neto JA |
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| 35809191
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Toward a diagnostic CART model for Ischemic heart disease and idiopathic dilated cardiomyopathy based on heart rate total variability. |
Med Biol Eng Comput |
2022 |
Accardo A;Restivo L;Ajcevic M;Miladinovic A;Iscra K;Silveri G;Merlo M;Sinagra G |
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| 35887768
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Using Minimum Redundancy Maximum Relevance Algorithm to Select Minimal Sets of Heart Rate Variability Parameters for Atrial Fibrillation Detection. |
J Clin Med |
2022 |
Bus S;Jedrzejewski K;Guzik P |
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| 35958638
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Digital phenotype of mood disorders: A conceptual and critical review. |
Front Psychiatry |
2022 |
Maatoug R;Oudin A;Adrien V;Saudreau B;Bonnot O;Millet B;Ferreri F;Mouchabac S;Bourla A |
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| 35968688
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Decreased sympathetic cardiovascular influences and hormone-physiological changes in response to Covid-19-related adaptations under different learning environments. |
Anat Sci Educ |
2022 |
Gellisch M;Wolf OT;Minkley N;Kirchner WH;Brune M;Brand-Saberi B |
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| 36078452
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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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| 36146381
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Machine Learning Methods in Predicting Patients with Suspected Myocardial Infarction Based on Short-Time HRV Data. |
Sensors (Basel) |
2022 |
Chumachenko D;Butkevych M;Lode D;Frohme M;Schmailzl KJG;Nechyporenko A |
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| 36294943
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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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| 36326537
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Two-dimensional and three-dimensional multiple object tracking learning performance in adolescent female soccer players: The role of flow experience reflected by heart rate variability. |
Physiol Behav |
2023 |
Che X;Zhang Y;Lin J;Zhang K;Yao W;Lan J;Li J |
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| 36359532
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A Machine Learning Approach for Detecting Idiopathic REM Sleep Behavior Disorder. |
Diagnostics (Basel) |
2022 |
Salsone M;Quattrone A;Vescio B;Ferini-Strambi L;Quattrone A |
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| 36388285
|
Machine learning-based classification of circadian rhythm characteristics for mild cognitive impairment in the elderly. |
Front Public Health |
2022 |
Liu Z;Zhang L;Wu J;Zheng Z;Gao J;Lin Y;Liu Y;Xu H;Zhou Y |
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| 36502071
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Wearable Epileptic Seizure Prediction System Based on Machine Learning Techniques Using ECG, PPG and EEG Signals. |
Sensors (Basel) |
2022 |
Zambrana-Vinaroz D;Vicente-Samper JM;Manrique-Cordoba J;Sabater-Navarro JM |
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| 36658657
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How can gender be identified from heart rate data? Evaluation using ALLSTAR heart rate variability big data analysis. |
BMC Res Notes |
2023 |
Kaneko I;Hayano J;Yuda E |
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| 36699913
|
Automation of classification of sleep stages and estimation of sleep efficiency using actigraphy. |
Front Public Health |
2022 |
Kim H;Kim D;Oh J |
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| 36720392
|
Heart and brain traumatic stress biomarker analysis with and without machine learning: A scoping review. |
Int J Psychophysiol |
2023 |
Rountree-Harrison D;Berkovsky S;Kangas M |
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| 36805101
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A pilot study to predict cardiac arrest in the pediatric intensive care unit. |
Resuscitation |
2023 |
Kenet AL;Pemmaraju R;Ghate S;Raghunath S;Zhang Y;Yuan M;Wei TY;Desman JM;Greenstein JL;Taylor CO;Ruchti T;Fackler J;Bergmann J |
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| 36832561
|
Driver Stress Detection Using Ultra-Short-Term HRV Analysis under Real World Driving Conditions. |
Entropy (Basel) |
2023 |
Liu K;Jiao Y;Du C;Zhang X;Chen X;Xu F;Jiang C |
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| 36867960
|
Label-free detection and discrimination of respiratory pathogens based on electrochemical synthesis of biomaterials-mediated plasmonic composites and machine learning analysis. |
Biosens Bioelectron |
2023 |
Ansah IB;Leming M;Lee SH;Yang JY;Mun C;Noh K;An T;Lee S;Kim DH;Kim M;Im H;Park SG |
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| 36893657
|
Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review. |
Int J Med Inform |
2023 |
Vos G;Trinh K;Sarnyai Z;Rahimi Azghadi M |
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| 36926545
|
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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| 36970599
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DigitalExposome: quantifying impact of urban environment on wellbeing using sensor fusion and deep learning. |
Comput Urban Sci |
2023 |
Johnson T;Kanjo E;Woodward K |
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| 37067988
|
Cardiac arrest prediction in smokers using enhanced Artificial Bee Colony algorithm with stacked autoencoder model. |
Comput Methods Biomech Biomed Engin |
2023 |
Banu U;Vanjerkhede DK |
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| 37068328
|
Personalized seizure detection using logistic regression machine learning based on wearable ECG-monitoring device. |
Seizure |
2023 |
Jeppesen J;Christensen J;Johansen P;Beniczky S |
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| 37079032
|
Data lake-driven analytics identify nocturnal non-dipping of heart rate as predictor of unfavorable stroke outcome at discharge. |
J Neurol |
2023 |
Nelde A;Klammer MG;Nolte CH;Stengl H;Kramer M;von Rennenberg R;Meisel A;Scheibe F;Endres M;Scheitz JF;Meisel C |
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| 37107975
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Using Machine Learning for the Risk Factors Classification of Glycemic Control in Type 2 Diabetes Mellitus. |
Healthcare (Basel) |
2023 |
Cheng YL;Wu YR;Lin KD;Lin CR;Lin IM |
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| 37112208
|
Screening for Major Depressive Disorder Using a Wearable Ultra-Short-Term HRV Monitor and Signal Quality Indices. |
Sensors (Basel) |
2023 |
Sato S;Hiratsuka T;Hasegawa K;Watanabe K;Obara Y;Kariya N;Shinba T;Matsui T |
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| 37161402
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The prognostic value of intraoperative HRV during anesthesia in patients presenting for non-cardiac surgery. |
BMC Anesthesiol |
2023 |
Niu J;Lu Y;Xu R;Fang F;Hong S;Huang L;Xue Y;Fei J;Zhang X;Zhou B;Zhang P;Jiang R |
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| 37217414
|
Initial outcomes using a novel bedwetting alarm (Gogoband(R)) that utilizes real time artificial intelligence to wake users prior to wetting. |
J Pediatr Urol |
2023 |
Franco I;Coble J |
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| 37290394
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Identification of major depression patients using machine learning models based on heart rate variability during sleep stages for pre-hospital screening. |
Comput Biol Med |
2023 |
Geng D;An Q;Fu Z;Wang C;An H |
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| 37299947
|
Global Stress Detection Framework Combining a Reduced Set of HRV Features and Random Forest Model. |
Sensors (Basel) |
2023 |
Dahal K;Bogue-Jimenez B;Doblas A |
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| 37362184
|
Zoom-Based Mindfulness-Oriented Recovery Enhancement Plus Just-in-Time Mindfulness Practice Triggered by Wearable Sensors for Opioid Craving and Chronic Pain. |
Mindfulness (N Y) |
2023 |
Garland EL;Gullapalli BT;Prince KC;Hanley AW;Sanyer M;Tuomenoksa M;Rahman T |
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| 37372223
|
Detection of Respiratory Events during Sleep Based on Fusion Analysis and Entropy Features of Cardiopulmonary Signals. |
Entropy (Basel) |
2023 |
Yan X;Liu J;Wang L;Wang S;Zhang S;Xin Y |
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| 37386988
|
Exercise Exertion Levels Prediction Based on Real-Time Wearable Physiological Signal Monitoring. |
Stud Health Technol Inform |
2023 |
Smiley A;Tsai TY;Zakashansky E;Gabriel A;Xhakli T;Cui W;Huo X;Havrylchuk I;Cui H;Finkelstein J |
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| 37404475
|
Comparative analysis of machine learning approaches for predicting respiratory virus infection and symptom severity. |
PeerJ |
2023 |
Isik YE;Aydin Z |
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| 37415686
|
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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| 37420678
|
Experimental Verification of the Possibility of Reducing Photoplethysmography Measurement Time for Stress Index Calculation. |
Sensors (Basel) |
2023 |
Lee SG;Song YD;Lee EC |
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| 37438494
|
Prediction and detection of virtual reality induced cybersickness: a spiking neural network approach using spatiotemporal EEG brain data and heart rate variability. |
Brain Inform |
2023 |
Yang AHX;Kasabov NK;Cakmak YO |
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| 37455443
|
Uninterrupted real-time cerebral stress level monitoring using wearable biosensors: A review. |
Biotechnol Appl Biochem |
2023 |
Mishra A;Agrawal M;Ali A;Garg P |
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| 37508854
|
ECG Recordings as Predictors of Very Early Autism Likelihood: A Machine Learning Approach. |
Bioengineering (Basel) |
2023 |
Tilwani D;Bradshaw J;Sheth A;O'Reilly C |
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| 37652033
|
HIRA: heart rate interval based rapid alert score to characterize autonomic dysfunction among patients with sepsis-related acute respiratory failure (ARF). |
Physiol Meas |
2023 |
Krishnan P;Rad MG;Aggarwal P;Marshall C;Yang P;Bhavani SV;Holder AL;Esper A;Kamaleswaran R |
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| 37703656
|
Development of a Multivariable Seizure Likelihood Assessment Based on Clinical Information and Short Autonomic Activity Recordings for Children With Epilepsy. |
Pediatr Neurol |
2023 |
Vieluf S;Cantley S;Jackson M;Zhang B;Bosl WJ;Loddenkemper T |
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| 37835814
|
Wearable Devices and Explainable Unsupervised Learning for COVID-19 Detection and Monitoring. |
Diagnostics (Basel) |
2023 |
Hasasneh A;Hijazi H;Talib MA;Afadar Y;Nassif AB;Nasir Q |
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| 37836923
|
Harnessing Wearable Devices for Emotional Intelligence: Therapeutic Applications in Digital Health. |
Sensors (Basel) |
2023 |
Arabian H;Abdulbaki Alshirbaji T;Schmid R;Wagner-Hartl V;Chase JG;Moeller K |
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| 37851190
|
Machine learning using multimodal and autonomic nervous system parameters predicts clinically apparent stroke-associated pneumonia in a development and testing study. |
J Neurol |
2023 |
Nelde A;Krumm L;Arafat S;Hotter B;Nolte CH;Scheitz JF;Klammer MG;Kramer M;Scheib F;Endres M;Meisel A;Meisel C |
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| 37868857
|
Machine learning analysis of primary hyperhidrosis for classification of hyperhidrosis type and prediction of compensatory hyperhidrosis. |
J Thorac Dis |
2023 |
Hyun KY;Kim JJ;Im KS;Lee BS;Kim YJ |
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| 37939392
|
Predicting CPAP failure after less invasive surfactant administration (LISA) in preterm infants by machine learning model on vital parameter data: a pilot study. |
Physiol Meas |
2023 |
Kloonen RMJS;Varisco G;de Kort E;Andriessen P;Niemarkt HJ;van Pul C |
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| 37960397
|
Age and Gender Impact on Heart Rate Variability towards Noninvasive Glucose Measurement. |
Sensors (Basel) |
2023 |
Stojmenski A;Gusev M;Chorbev I;Tudjarski S;Poposka L;Vavlukis M |
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| 38009405
|
Time-domain heart rate variability features for automatic congestive heart failure prediction. |
ESC Heart Fail |
2023 |
Moses JC;Adibi S;Angelova M;Islam SMS |
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| 38018148
|
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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| 38025469
|
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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