A wearable tele-health system towards monitoring COVID-19 and chronic diseases

W Jiang, S Majumder, S Kumar… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a pandemic
since early 2020. The coronavirus disease 2019 (COVID-19) has already caused more than …

Detection and monitoring of viral infections via wearable devices and biometric data

CJ Goergen, MKJ Tweardy, SR Steinhubl… - Annual review of …, 2022 - annualreviews.org
Mounting clinical evidence suggests that viral infections can lead to detectable changes in
an individual's normal physiologic and behavioral metrics, including heart and respiration …

Validation of a deep learning algorithm for continuous, real‐time detection of atrial fibrillation using a wrist‐worn device in an ambulatory environment

MZ Poh, AJ Battisti, LF Cheng, J Lin… - Journal of the …, 2023 - Am Heart Assoc
Background Wearable devices may be useful for identification, quantification and
characterization, and management of atrial fibrillation (AF). To date, consumer wrist‐worn …

A systematic review of methods used to conduct decentralised clinical trials

A Rogers, G De Paoli, S Subbarayan… - British journal of …, 2022 - Wiley Online Library
Aims To evaluate, using quantitative and qualitative approaches, published data on the
design and conduct of decentralised clinical trials (DCTs). Methods We searched MEDLINE …

The hopes and hazards of using personal health technologies in the diagnosis and prognosis of infections

JM Radin, G Quer, M Jalili, D Hamideh… - The Lancet Digital …, 2021 - thelancet.com
Work from numerous groups has shown the potential of using data from wearable devices to
characterise each individual's unique baseline, identify deviations from that baseline …

Applications of deep learning methods in digital biomarker research using noninvasive sensing data

H Jeong, YW Jeong, Y Park, K Kim, J Park… - Digital …, 2022 - journals.sagepub.com
Introduction: Noninvasive digital biomarkers are critical elements in digital healthcare in
terms of not only the ease of measurement but also their use of raw data. In recent years …

On the reliability of wearable technology: A tutorial on measuring heart rate and heart rate variability in the wild

V Dudarev, O Barral, C Zhang, G Davis, JT Enns - Sensors, 2023 - mdpi.com
Wearable sensors are quickly making their way into psychophysiological research, as they
allow collecting data outside of a laboratory and for an extended period of time. The present …

Defining valid activity monitor data: a multimethod analysis of weight-loss intervention participants' barriers to wear and first 100 days of physical activity

SL Orstad, L Gerchow, NR Patel, M Reddy… - Informatics, 2021 - mdpi.com
Despite the popularity of commercially available wearable activity monitors (WAMs), there is
a paucity of consistent methodology for analyzing large amounts of accelerometer data from …

Setup of consumer wearable devices for exposure and health monitoring in population studies

A Michanikou, P Kouis, K Karanicolas… - JoVE (Journal of …, 2023 - jove.com
Wearable sensors, which are often embedded in commercial smartwatches, allow for
continuous and non-invasive health measurements and exposure assessments in clinical …

Analysis Method of Real-World Digital Biomarkers for Clinical Impact in Cancer Patients

I Oakley-Girvan, Y Zhai, R Yunis, R Liu, SW Davis… - Digital …, 2025 - karger.com
Introduction: Wearable technologies can enhance measurements completed from home by
participants in decentralized clinical trials. These measurements have shown promise in …