Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review.

ABSTRACT:

Background

Major chronic diseases such as cardiovascular disease (CVD), diabetes, and cancer impose a significant burden on people and health care systems around the globe. Recently, deep learning (DL) has shown great potential for the development of intelligent mobile health (mHealth) interventions for chronic diseases that could revolutionize the delivery of health care anytime, anywhere.

Objective

The aim of this study is to present a systematic review of studies that have used DL based on mHealth data for the diagnosis, prognosis, management, and treatment of major chronic diseases and advance our understanding of the progress made in this rapidly developing field.

Methods

A search was conducted on the bibliographic databases Scopus and PubMed to identify papers w

SUBMITTER: Triantafyllidis A 

PROVIDER: S-EPMC9016515 | biostudies-literature | 2022 Apr

REPOSITORIES: biostudies-literature