Frontiers in Digital Health

Original Research

Published on 09 Jan 2026

AI-supported clinical decision-making: in silico simulation of physician-AI interactions

in Health Technology Implementation

Amun Hofmann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1697825

855 views

Original Research

Published on 09 Jan 2026

Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children

in Digital Mental Health

Guido Mascia
Hannah E. Frering
Robert R. Althoff
Erieshell Coney
Diana Hume Rivera
Za’Kiya Toomer-Sanders
Christine Erdie-Lalena
Mary Dame
Laura Beth Brown
Deborah Evans

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1641845

1,054 views

Perspective

Published on 08 Jan 2026

Timing is survival: modeling how earlier calls improve cardiac arrest outcomes

in Health Technology Implementation

Marius Ole Johansen
Rune Johan Krumsvik
Vegard Slettvoll

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1695377

711 views

Original Research

Published on 08 Jan 2026

High-accuracy prediction of mental health scores from English BERT embeddings trained on LLM-generated synthetic self-reports: a synthetic-only method development study

in Digital Mental Health

Birger Moëll
Fredrik Sand Aronsson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1694464

967 views

Original Research

Published on 08 Jan 2026

A transparent four-feature speech model for depression screening applicable across clinical and community settings, including assisted-living environments

in Digital Mental Health

Kevin Mekulu
Faisal Aqlan
Hui Yang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1675103

632 views

Original Research

Accepted on 07 Jan 2026

Machine Learning and Engagement Insights for Personalized Blood Glucose Management

in Human Factors and Digital Health

Inbar Breuer Asher
David L Horwitz
Omar Manejwala
Yifat Fundoiano-Hershcovitz

Frontiers in Digital Health

172 views

Original Research

Published on 06 Jan 2026

Artificial intelligence in emergency department triage: perspective of human professionals

in Human Factors and Digital Health

Alina Petrica
Adina Maria Marza
Claudiu Barsac
Andreea Cebzan
Ioan Dragan
Daniela Zaharie
Raluca Horhat
Diana Lungeanu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1693060

2,308 views

Mini Review

Published on 06 Jan 2026

Large language models for neurology: a mini review

in Health Informatics

Donald C. Wunsch III
Daniel B. Hier

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1732759

1,298 views

Original Research

Published on 06 Jan 2026

Advanced EEG signal classification for neural prosthetic devices using metaheuristic and deep learning techniques

in Health Informatics

Thippagudisa Kishore Babu
Damodar Reddy Edla
Suresh Dara
Mohan Allam

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1706660

742 views

Original Research

Published on 06 Jan 2026

Development and validation of screening tool for excessive and problematic use of internet and digital devices (STEPS-IDD) based on the WHO framework (ICD-11) for addictive behaviours

in Digital Mental Health

Yatan Pal Singh Balhara
Swarndeep Singh
Ilika Guha Majumdar
Ayesha Ayoob
Aastha Singh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1671623

1,208 views

Original Research

Published on 05 Jan 2026

Evaluation of multiple generative large language models on neurology board-style questions

in Health Informatics

Mohammad Almomani
Vijaya Valaparla
James Weatherhead
Xiang Fang
Alok Dabi
Chih-Ying Li
Peter McCaffrey
Dan Hier
Jorge Mario Rodríguez-Fernández

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1737882

1,089 views

Brief Research Report

Published on 05 Jan 2026

Large language model bias auditing for periodontal diagnosis using an ambiguity-probe methodology: a pilot study

in Ethical Digital Health

Teerachate Nantakeeratipat

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1687820

1,093 views

Original Research

Published on 05 Jan 2026

A structured framework to improve usability in EHR implementation: a user-centered case study in Brazilian mental healthcare

in Health Informatics

Fernanda Peron Gaspary
Daniel Baia Amaral
Cristian Vinicius Fagundes
Luis Felipe Dias Lopes
João Francisco Pollo Gaspary

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1676631

958 views

Review

Published on 05 Jan 2026

Remote photoplethysmography for health assessment: a review informed by IntelliProve technology

in Health Technology Implementation

Alora Brown
Joeri Tulkens
Maxime Mattelin
Tanguy Sanglet
Brecht Dhuyvetters

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1667423

2,330 views

Review

Published on 05 Jan 2026

Transforming clinical reasoning—the role of AI in supporting human cognitive limitations

in Health Informatics

Colin John Greengrass

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1715440

2,435 views

Brief Research Report

Published on 02 Jan 2026

Climbing the ladder: a ranking approach to burnout prediction

in Digital Mental Health

Alvise Dei Rossi
Davide Marzorati
Radoslava Švihrová
Jürg Grossenbacher
Vladislav Kochergin
Max Grossenbacher
Francesca Faraci

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1694666

1,051 views

Brief Research Report

Published on 02 Jan 2026

Digital technology empowers model innovation in chronic disease management in Chinese grassroots communities

in Health Technology Implementation

Quansheng Wang
Ziqing Zhang
Guoqing Han

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1726932

1,408 views

Review

Published on 02 Jan 2026

Evaluating AI-driven precision oncology for breast cancer in low- and middle-income countries: a review of machine learning performance, genomic data use, and clinical feasibility

in Health Technology Implementation

Luis Fabián Salazar-Garcés
Elizabeth Morales-Urrutia
Franklin Cashabamba
Ricardo Xavier Proaño Alulema
Lizette Elena Leiva Suero

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1702339

1,495 views

Original Research

Published on 02 Jan 2026

Experience sampling methodology in pediatrics: a qualitative analysis of user perspectives on the PROfeel blended mHealth intervention for fatigue

in Human Factors and Digital Health

Anna M. Braspenning
Maartje D. Stutvoet
Sanne L. Nijhof
Elise van de Putte
Remco C. Veltkamp
Rens Brankaert
Inge M. B. Bongers
Eveline J. M. Wouters

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1628823

1,189 views

Original Research

Published on 02 Jan 2026

Adapting virtual agent interaction style with reinforcement learning to enhance affective engagement

in Human Factors and Digital Health

Christian Tamantini
Alessandro Umbrico
Francesca Fracasso
Gloria Beraldo
Gabriella Cortellessa
Andrea Orlandini

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1680605

1,025 views

Systematic Review

Published on 02 Jan 2026

An in-depth exploration of machine learning methods for mental health state detection: a systematic review and analysis

in Health Informatics

Md Jawadul Hasan
Shadril Hassan Shifat
Joy Matubber
Rifat Hossain
Md Arifur Rahman
B. M. Taslimul Haque
Md Jakir Hossen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1724348

1,533 views

Systematic Review

Published on 02 Jan 2026

How effective are video animations as information tools for patients and the general public? An updated systematic review

in Connected Health

Thirimon Moe-Byrne
Peter Knapp
Amber Lidster
Mim Ahamed
Hugh O'Hare
Su Golder
Jennie Lister
Joy Adamson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1717044

1,391 views

Hypothesis and Theory

Accepted on 29 Dec 2025

AI Testing, Evaluation, Verification and Validation (TEVV) for Accessibility: A Comprehensive Framework

in Ethical Digital Health

Gabriella Waters

Frontiers in Digital Health

315 views

Original Research

Published on 19 Dec 2025

Foundational digital literacy training for frontline immunization officers: lessons from implementing the electronic stock management tool across selected comprehensive health centers in Sierra Leone

in Ethical Digital Health

Iniobong Ekong
Tom Sesay
Regina Samuels
Edward Foday
Francis Smart
Desmond Kangbai
Agazi Ameha
Vandana Joshi
Alhassan Mayei
Tessa Lennemann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1673085

1,408 views

1,708 articles

articles

AI-supported clinical decision-making: in silico simulation of physician-AI interactions

Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children

Timing is survival: modeling how earlier calls improve cardiac arrest outcomes

High-accuracy prediction of mental health scores from English BERT embeddings trained on LLM-generated synthetic self-reports: a synthetic-only method development study

A transparent four-feature speech model for depression screening applicable across clinical and community settings, including assisted-living environments

Machine Learning and Engagement Insights for Personalized Blood Glucose Management

Artificial intelligence in emergency department triage: perspective of human professionals

Large language models for neurology: a mini review

Advanced EEG signal classification for neural prosthetic devices using metaheuristic and deep learning techniques

Development and validation of screening tool for excessive and problematic use of internet and digital devices (STEPS-IDD) based on the WHO framework (ICD-11) for addictive behaviours

Evaluation of multiple generative large language models on neurology board-style questions

Large language model bias auditing for periodontal diagnosis using an ambiguity-probe methodology: a pilot study

A structured framework to improve usability in EHR implementation: a user-centered case study in Brazilian mental healthcare

Remote photoplethysmography for health assessment: a review informed by IntelliProve technology

Transforming clinical reasoning—the role of AI in supporting human cognitive limitations

Climbing the ladder: a ranking approach to burnout prediction

Digital technology empowers model innovation in chronic disease management in Chinese grassroots communities

Evaluating AI-driven precision oncology for breast cancer in low- and middle-income countries: a review of machine learning performance, genomic data use, and clinical feasibility

Experience sampling methodology in pediatrics: a qualitative analysis of user perspectives on the PROfeel blended mHealth intervention for fatigue

Adapting virtual agent interaction style with reinforcement learning to enhance affective engagement

An in-depth exploration of machine learning methods for mental health state detection: a systematic review and analysis

How effective are video animations as information tools for patients and the general public? An updated systematic review

AI Testing, Evaluation, Verification and Validation (TEVV) for Accessibility: A Comprehensive Framework

Foundational digital literacy training for frontline immunization officers: lessons from implementing the electronic stock management tool across selected comprehensive health centers in Sierra Leone