Frontiers in Digital Health

Original Research

Published on 30 Apr 2025

Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning

in Digital Mental Health

Lydia Helene Rupp
Akash Kumar
Misha Sadeghi
Lena Schindler-Gmelch
Marie Keinert
Bjoern M. Eskofier
Matthias Berking

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1578917

985 views

Original Research

Published on 30 Apr 2025

The quest for blood pressure markers in photoplethysmography and its applications in digital health

in Personalized Medicine

Josep Sola
Andreu Arderiu
Tiago P. Almeida
Sibylle Fallet
Sasan Yazdani
Serj Haddad
David Perruchoud
Olivier Grossenbacher
Jay Shah

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1518322

1,980 views

Original Research

Published on 30 Apr 2025

Comparison of the diagnostic concordance of tele-EMS and EMS physicians in the emergency medical service—a subanalysis of the TEMS-trial

in Personalized Medicine

Patrick P. Hess
Michael Czaplik
Johanna Hess
Hanna Schröder
Stefan K. Beckers
Andreas Follmann
Mark Pitsch
Marc Felzen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1519619

1,020 views

Original Research

Published on 29 Apr 2025

A novel transformer-based approach for cardiovascular disease detection

in Health Informatics

Nimra Noor
Muhammad Bilal
Saadullah Farooq Abbasi
Omid Pournik
Theodoros N. Arvanitis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1548448

1,155 views

Brief Research Report

Published on 29 Apr 2025

Summarizing clinical evidence utilizing large language models for cancer treatments: a blinded comparative analysis

in Health Technology Implementation

Samuel Rubinstein
Aleenah Mohsin
Rahul Banerjee
Will Ma
Sanjay Mishra
Mary Kwok
Peter Yang
Jeremy L. Warner
Andrew J. Cowan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1569554

1,314 views

Original Research

Published on 29 Apr 2025

Co-creating Wellby—a mobile app and wearable for student well-being management guided by a needs assessment and co-design

in Human Factors and Digital Health

Justin Laiti
Jennifer Donnelly
Elaine Byrne
Pádraic J. Dunne

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1560541

855 views

Systematic Review

Published on 29 Apr 2025

Artificial intelligence-based tools for patient support to enhance medication adherence: a focused review

in Health Informatics

Zilma Silveira Nogueira Reis
Gláucia Miranda Varella Pereira
Cristiane dos Santos Dias
Eura Martins Lage
Isaias José Ramos de Oliveira
Adriana Silvina Pagano

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1523070

2,010 views

Brief Research Report

Published on 29 Apr 2025

Feasibility, adherence and usability of an observational digital health study built using Apple’s ResearchKit among adults aged 18–84 years

in Human Factors and Digital Health

B. Brady
S. Zhou
D. Ashworth
L. Zheng
R. Eramudugolla
K. J. Anstey

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1520971

820 views

Original Research

Published on 28 Apr 2025

Urine non-contact sensor that evaluates multiple urination using capacitance change to inform when to replace inner diaper

in Connected Health

Keisuke Shichitani
Kazuki Nakajima

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1569144

732 views

Original Research

Published on 28 Apr 2025

Prenatal ultrasound utilization and associated factors among pregnant women attending antenatal care in south Wollo zone public hospitals, north east, Ethiopia, 2023

in Health Technology Implementation

Belay Susu
Kibir Temesgen
Sindu Ayalew
Selam Yibeltal
Tadele Emagneneh
Adem Yesuf
Chalie Mulugeta

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1547547

927 views

Original Research

Published on 28 Apr 2025

Perspectives of key stakeholders on integrating wearable sensor technology into rehabilitation care: a mixed-methods analysis

in Human Factors and Digital Health

Allison E. Miller
Carey L. Holleran
Marghuretta D. Bland
Ellen E. Fitzsimmons-Craft
Caitlin A. Newman
Thomas M. Maddox
Catherine E. Lang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1534419

754 views

Review

Published on 25 Apr 2025

Technology-enhanced practice competencies: scoping review and novel model development

in Health Technology Implementation

Jonathan G. Perle
Dilip N. Chandran
Emily Brezler
Michelle Coleman
Julia Deziel
Patrick Nahhas
Gabrielle McDonald
Jason F. Jent

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1571518

1,837 views

Original Research

Published on 25 Apr 2025

Evaluating diversity and stereotypes amongst AI generated representations of healthcare providers

in Human Factors and Digital Health

Anjali Agrawal
Gauri Gupta
Anushri Agrawal
Himanshu Gupta

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1537907

1,011 views

Original Research

Published on 25 Apr 2025

Implementation of artificial intelligence-based decision support systems for antibiotic prescribing in hospitals: a Delphi study

in Health Technology Implementation

Pinar Tokgöz
Joanna Albrecht
Christoph Dockweiler

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1555042

1,036 views

Original Research

Published on 24 Apr 2025

Comprehensive evaluation framework for synthetic tabular data in health: fidelity, utility and privacy analysis of generative models with and without privacy guarantees

in Health Informatics

Mikel Hernandez
Pablo A. Osorio-Marulanda
Mikel Catalina
Lorea Loinaz
Gorka Epelde
Naiara Aginako

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1576290

1,281 views

Systematic Review

Published on 24 Apr 2025

Visual communication of public health data: a scoping review

in Health Communications and Behavior Change

Michael Arthur Ofori
Stella Lartey
Polina Durneva
Niharika Jha
Nidhi Mittal
Shongkour Roy
Zebunnesa Zeba
Stella Chirwa
Nichole Saulsberry-Scarboro
Michelle Taylor

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1555231

1,944 views