[HTML][HTML] Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and …

R Gonzalez, A Saha, CJV Campbell, P Nejat… - Journal of pathology …, 2024 - Elsevier
This paper discusses some overlooked challenges faced when working with machine
learning models for histopathology and presents a novel opportunity to support “Learning …

[HTML][HTML] Digital interventions for self-management of type 2 diabetes mellitus: systematic literature review and meta-analysis

D Kerr, D Ahn, K Waki, J Wang, B Breznen… - Journal of Medical …, 2024 - jmir.org
Background The proliferation of digital technology has the potential to transform diabetes
management. One of the critical aspects of modern diabetes management remains the …

[HTML][HTML] Equity in Digital Mental Health Interventions in the United States: Where to Next?

A Robinson, M Flom, VL Forman-Hoffman… - Journal of medical …, 2024 - jmir.org
Health care technologies have the ability to bridge or hinder equitable care. Advocates of
digital mental health interventions (DMHIs) report that such technologies are poised to …

[HTML][HTML] Challenges and Alternatives to Evaluation Methods and Regulation Approaches for Medical Apps as Mobile Medical Devices: International and …

L Maaß, R Hrynyschyn, M Lange, A Löwe… - Journal of Medical …, 2024 - jmir.org
Background The rapid proliferation of medical apps has transformed the health care
landscape by giving patients and health care providers unprecedented access to …

Navigating the US regulatory landscape for neurologic digital health technologies

NA Busis, D Marolia, R Montgomery, LJ Balcer… - NPJ Digital …, 2024 - nature.com
Digital health technologies (DHTs) can transform neurological assessments, improving
quality and continuity of care. In the United States, the Food & Drug Administration (FDA) …

Technology and health inequities in diabetes care: How do we widen access to underserved populations and utilize technology to improve outcomes for all?

O Ebekozien, K Fantasia, F Farrokhi… - Diabetes, Obesity …, 2024 - Wiley Online Library
Digital health technologies are being utilized increasingly in the modern management of
diabetes. These include tools such as continuous glucose monitoring systems, connected …

The impact of information and communication technology on immunisation and immunisation programmes in low-income and middle-income countries: a systematic …

M Zarekar, H Al-Shehabi, R Dörner, H Weishaar… - …, 2025 - thelancet.com
Summary Background Low-income and Middle-income Countries (LMIC) are continually
working to ensure everyone can access life-saving vaccines. Recognising the considerable …

A sociotechnical framework to assess patient-facing eHealth tools: results of a modified Delphi process

C Jacob, J Lindeque, R Müller, A Klein, T Metcalfe… - NPJ Digital …, 2023 - nature.com
Among the thousands of eHealth tools available, the vast majority do not get past pilot
phases because they cannot prove value, and only a few have been systematically …

[HTML][HTML] The PICOTS-ComTeC Framework for Defining Digital Health Interventions: An ISPOR Special Interest Group Report

Z Zrubka, A Champion, AP Holtorf, R Di Bidino… - Value in Health, 2024 - Elsevier
Objectives Digital health definitions are abundant, but often lack clarity and precision. We
aimed to develop a minimum information framework to define patient-facing digital health …

Methods for evaluating the efficacy and effectiveness of direct-to-consumer mobile health apps: a scoping review

C Prentice, K Peven, L Zhaunova, V Nayak… - BMC Digital Health, 2024 - Springer
Background There is an evaluation crisis in mobile health (mHealth). The majority of
mHealth apps are released with little evidence base. While many agree on the need for …