Enhanced SpO2 estimation using explainable machine learning and neck photoplethysmography

Explainable AI-infused ultrasonic inspection for internal defect detection

(2022) Adithyaa Karthikeyan et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

A meta-learning algorithm for respiratory flow prediction from FBG-based wearables in unrestrained conditions

(2022) Mariangela Filosa et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A manifesto on explainability for artificial intelligence in medicine

(2022) Carlo Combi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Development of a wearable belt with integrated sensors for measuring multiple physiological parameters related to heart failure

(2022) Sheikh M. A. Iqbal et al.   Scientific Reports

Validation of the Withings ScanWatch as a Wrist-Worn Reflective Pulse Oximeter: Prospective Interventional Clinical Study

(2021) Romain Kirszenblat et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Sources of Inaccuracy in Photoplethysmography for Continuous Cardiovascular Monitoring

(2021) Jesse Fine et al.   Biosensors-Basel

The accuracy of heartbeat detection using photoplethysmography technology in cardiac patients

(2021) S. Blok et al.   JOURNAL OF ELECTROCARDIOLOGY

Toward standardizing the clinical testing protocols of point-of-care devices for obstructive sleep apnea diagnosis

(2020) Vivek Tangudu et al.   Sleep and Breathing

A new framework for classification of multi-category hand grasps using EMG signals

(2020) Firas Sabar Miften et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study

(2019) Sam Ghazal et al.   PLoS One

A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations

(2019) Sally K. Longmore et al.   SENSORS

A modular cluster based collaborative recommender system for cardiac patients

(2019) Anam Mustaqeem et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

An Automated Baseline Correction Method Based on Iterative Morphological Operations

(2018) Yunliang Chen et al.   APPLIED SPECTROSCOPY

Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards

(2018) Cristiano André da Costa et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

OxiMA: A Frequency-Domain Approach to Address Motion Artifacts in Photoplethysmograms for Improved Estimation of Arterial Oxygen Saturation and Pulse Rates

(2018) Joshua Harvey et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package)

(2018) Maximilian Christ et al.   NEUROCOMPUTING

Health Care Savings: The Economic Value of Diagnostic and Therapeutic Care for Obstructive Sleep Apnea

(2016) Nathaniel F. Watson   Journal of Clinical Sleep Medicine

Cluster-Based Analysis for Personalized Stress Evaluation Using Physiological Signals

(2015) Qianli Xu et al.   IEEE Journal of Biomedical and Health Informatics

Topology and Random-Walk Network Representation of Cardiac Dynamics for Localization of Myocardial Infarction

(2013) Trung Q. Le et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

(2013) Nitesh V. Chawla et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Influence of skin type and wavelength on light wave reflectance

(2013) Bennett A. Fallow et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

Smart wearable systems: Current status and future challenges

(2012) Marie Chan et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features

(2010) Alan Jovic et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE