Toward precision health: applying artificial intelligence analytics to digital health biometric datasets

Validation of a wrist-type home nocturnal blood pressure monitor in the sitting and supine position according to the ANSI/AAMI/ISO81060-2:2013 guidelines: Omron HEM-9600T

(2019) Mitsuo Kuwabara et al.   Journal of Clinical Hypertension

Predicting Hemodynamic Shock from Thermal Images using Machine Learning

(2019) Aditya Nagori et al.   Scientific Reports

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram

(2019) Conner D. Galloway et al.   JAMA Cardiology

Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation

(2019) Marco V. Perez et al.   NEW ENGLAND JOURNAL OF MEDICINE

Study of continuous blood pressure estimation based on pulse transit time, heart rate and photoplethysmography-derived hemodynamic covariates

(2018) Jingjie Feng et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

The Emerging Role of Wearable Technologies in Arrhythmia Detection

(2018) Christopher C. Cheung et al.   CANADIAN JOURNAL OF CARDIOLOGY

Novel Wearable Seismocardiography and Machine Learning Algorithms Can Assess Clinical Status of Heart Failure Patients

(2018) Omer T. Inan et al.   Circulation-Heart Failure

Smartwatch Algorithm for Automated Detection of Atrial Fibrillation

(2018) Joseph M. Bumgarner et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Artificial Intelligence in Cardiology

(2018) Kipp W. Johnson et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances

(2018) Aurore Lyon et al.   Journal of the Royal Society Interface

From false positives to technological Darwinism: controversies in digital health

(2018) Sanjeev P Bhavnani et al.   Personalized Medicine

Using Sleep Time Data from Wearable Sensors for Early Detection of Migraine Attacks

(2018) Pekka Siirtola et al.   SENSORS

Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques

(2018) Monika Simjanoska et al.   SENSORS

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing

(2018) Ganjar Alfian et al.   SENSORS

Wearable non-invasive epidermal glucose sensors: A review

(2018) Jayoung Kim et al.   TALANTA

Continuous Vital Sign Analysis to Predict Secondary Neurological Decline After Traumatic Brain Injury

(2018) Christopher Melinosky et al.   Frontiers in Neurology

Monitoring of the central blood pressure waveform via a conformal ultrasonic device

(2018) Chonghe Wang et al.   Nature Biomedical Engineering

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

(2018) Zachi I. Attia et al.   NATURE MEDICINE

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning

(2018) Taylor Mauldin et al.   SENSORS

Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics

(2017) Supreeth P. Shashikumar et al.   JOURNAL OF ELECTROCARDIOLOGY

2017 Roadmap for Innovation—ACC Health Policy Statement on Healthcare Transformation in the Era of Digital Health, Big Data, and Precision Health

(2017) Sanjeev P. Bhavnani et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Effect of artificial pancreas systems on glycaemic control in patients with type 1 diabetes: a systematic review and meta-analysis of outpatient randomised controlled trials

(2017) Alanna Weisman et al.   Lancet Diabetes & Endocrinology

Artificial intelligence in healthcare: past, present and future

(2017) Fei Jiang et al.   JOURNAL OF INVESTIGATIVE MEDICINE

Mobile technology and the digitization of healthcare

(2016) Sanjeev P. Bhavnani et al.   EUROPEAN HEART JOURNAL

Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetes

(2016) Sai Ho Ling et al.   ISA TRANSACTIONS

EHDViz: clinical dashboard development using open-source technologies

(2016) Marcus A Badgeley et al.   BMJ Open

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

(2016) Riccardo Miotto et al.   Scientific Reports

Remote Monitoring of Implantable Cardioverter-Defibrillators

(2015) Nirmalatiban Parthiban et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Electrochemical Tattoo Biosensors for Real-Time Noninvasive Lactate Monitoring in Human Perspiration

(2013) Wenzhao Jia et al.   ANALYTICAL CHEMISTRY

Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring

(2013) Amay J. Bandodkar et al.   BIOSENSORS & BIOELECTRONICS

Wireless pulmonary artery haemodynamic monitoring in chronic heart failure: a randomised controlled trial

(2011) William T Abraham et al.   LANCET