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From sleep medicine to medicine during sleep: a new paradigm

Sleep (New York, N.Y.), 2020-01, Vol.43 (1), p.1

Behar, Joachim A

2020

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Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry

Nature communications, 2023-08, Vol.14 (1), p.4881-12, Article 4881

2023

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Noninvasive fetal electrocardiography for the detection of fetal arrhythmias

Prenatal diagnosis, 2019-02, Vol.39 (3), p.178-187

2019

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On Merging Feature Engineering and Deep Learning for Diagnosis, Risk Prediction and Age Estimation Based on the 12-Lead ECG

IEEE transactions on biomedical engineering, 2023-07, Vol.70 (7), p.1-10

2023

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Deep Learning for Pediatric Sleep Staging from Photoplethysmography: A Transfer Learning Approach from Adults to Children

IEEE transactions on biomedical engineering, 2024-09, Vol.PP, p.1-8

2024

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Remote Atrial Fibrillation Burden Estimation Using Deep Recurrent Neural Network

IEEE transactions on biomedical engineering, 2021-08, Vol.68 (8), p.2447-2455

2021

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Distinct mechanisms mediate pacemaker dysfunction associated with catecholaminergic polymorphic ventricular tachycardia mutations: Insights from computational modeling

Journal of molecular and cellular cardiology, 2020-06, Vol.143, p.85-95

2020

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PhysioZoo: A Novel Open Access Platform for Heart Rate Variability Analysis of Mammalian Electrocardiographic Data

Frontiers in physiology, 2018-10, Vol.9, p.1390-1390

2018

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Using beat-to-beat heart signals for age-independent biometric verification

Scientific reports, 2023-10, Vol.13 (1), p.16937-16937, Article 16937

2023

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A Review of Signal Processing Techniques for Non-Invasive Fetal Electrocardiography

IEEE reviews in biomedical engineering, 2020, Vol.13, p.51-73

2020

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Descriptive characteristics of continuous oximetry measurement in moderate to severe covid-19 patients

Scientific reports, 2023-01, Vol.13 (1), p.442-442, Article 442

2023

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Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting

Physiological measurement, 2022-05, Vol.43 (5), p.54001

2022

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Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers

Physiological measurement, 2023-08, Vol.44 (8), p.85001

2023

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Detecting beats in the photoplethysmogram: benchmarking open-source algorithms

Physiological measurement, 2022-08, Vol.43 (8), p.85007

2022

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Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

Physiological measurement, 2021-05, Vol.42 (5), p.54001

2021

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A Review on Atrial Fibrillation Detection From Ambulatory ECG

IEEE transactions on biomedical engineering, 2024-03, Vol.71 (3), p.876-892

2024

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SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography

IEEE journal of biomedical and health informatics, 2023-02, Vol.27 (2), p.924-932

2023

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RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection From the Raw ECG

IEEE journal of biomedical and health informatics, 2024-09, Vol.28 (9), p.5180-5188

2024

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FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading

Computer methods and programs in biomedicine, 2023-09, Vol.239, p.107522-107522, Article 107522

2023

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Characteristics of patients with positional OSA according to ethnicity and the identification of a novel phenotype-lateral positional patients: a Multi-Ethnic Study of Atherosclerosis (MESA) study

Journal of clinical sleep medicine, 2023-03, Vol.19 (3), p.529-538

2023

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Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning

Physiological measurement, 2022-04, Vol.43 (4), p.45002

2022

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The Autonomic Nervous System Regulates the Heart Rate through cAMP-PKA Dependent and Independent Coupled-Clock Pacemaker Cell Mechanisms

Frontiers in physiology, 2016-09, Vol.7, p.419-419

2016

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pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis

Physiological measurement, 2024-04, Vol.45 (4), p.45001

2024

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Positive Feedback Mechanisms among Local Ca Releases, NCX, and ICaL Ignite Pacemaker Action Potentials

Biophysical journal, 2018-03, Vol.114 (5), p.1176-1189

2018

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Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes

NPJ digital medicine, 2023-03, Vol.6 (1), p.44-44, Article 44

2023

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From sleep medicine to medicine during sleep: a new paradigm

Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry

Noninvasive fetal electrocardiography for the detection of fetal arrhythmias

On Merging Feature Engineering and Deep Learning for Diagnosis, Risk Prediction and Age Estimation Based on the 12-Lead ECG

Deep Learning for Pediatric Sleep Staging from Photoplethysmography: A Transfer Learning Approach from Adults to Children

Remote Atrial Fibrillation Burden Estimation Using Deep Recurrent Neural Network

Distinct mechanisms mediate pacemaker dysfunction associated with catecholaminergic polymorphic ventricular tachycardia mutations: Insights from computational modeling

PhysioZoo: A Novel Open Access Platform for Heart Rate Variability Analysis of Mammalian Electrocardiographic Data

Using beat-to-beat heart signals for age-independent biometric verification

A Review of Signal Processing Techniques for Non-Invasive Fetal Electrocardiography

Descriptive characteristics of continuous oximetry measurement in moderate to severe covid-19 patients

Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting

Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers

Detecting beats in the photoplethysmogram: benchmarking open-source algorithms

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

A Review on Atrial Fibrillation Detection From Ambulatory ECG

SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography

RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection From the Raw ECG

FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading

Characteristics of patients with positional OSA according to ethnicity and the identification of a novel phenotype-lateral positional patients: a Multi-Ethnic Study of Atherosclerosis (MESA) study

Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning

The Autonomic Nervous System Regulates the Heart Rate through cAMP-PKA Dependent and Independent Coupled-Clock Pacemaker Cell Mechanisms

pyPPG: a Python toolbox for comprehensive photoplethysmography signal analysis

Positive Feedback Mechanisms among Local Ca Releases, NCX, and ICaL Ignite Pacemaker Action Potentials

Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes

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