Frontiers in Digital Health

Original Research

Published on 09 Jan 2026

Prioritizing clinical data for psychiatric inpatient dashboards: insights from a nationwide survey of German university centers

in Digital Mental Health

Julian Herpertz
Alina Brockmann
Maike Richter
Rogério Blitz
Marius Gruber
Kira F. Ahrens
Paula Rehm
Ramona Leenings
Luise Victoria Claaß
Jonathan Repple

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1617116

708 views

Systematic Review

Published on 09 Jan 2026

Artificial intelligence, extended reality, and emerging AI–XR integrations in medical education

in Connected Health

Talia Tene
Diego Fabián Vique López
Marlene Jacqueline García Veloz
Byron Stalin Rojas Oviedo
Richard Tene-Fernandez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1740557

1,753 views

Original Research

Published on 09 Jan 2026

Telehealth as a catalyst for smart rural development and sustainable tourism: a feasibility case study from Agrafa, Greece

in Health Technology Implementation

Yiannis Koumpouros
Androniki Kavoura

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1739417

1,120 views

Review

Published on 09 Jan 2026

Telemedicine and the European Health Data Space: a new paradigm for healthcare in the EU

in Connected Health

Margarida Carradinha
Vanessa I. S. Mendes
Rui Pedro Moura
Nuno P. Silva
Laura Rocha
João Gonçalves
Inês Antunes
Eirini Schiza
Constantinos S. Pattichis
Alberto Zanini

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1713758

2,294 views

Review

Published on 09 Jan 2026

Enhancing healthcare outcome with scalable processing and predictive analytics via cloud healthcare API

in Health Technology Implementation

Seyede Sana Salehi
Hamid Saadatfar
Solomon Sunday Oyelere
Sadiq Hussain
Javad Hassannataj Joloudari
Mohammad Taheri Ledari
Emrah Arslan
Behnam Barzegar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1687131

1,635 views

Original Research

Published on 09 Jan 2026

Extracting structured data from unstructured breast imaging reports with transformer-based models

in Health Informatics

Mikel Carrilero-Mardones
Jorge Pérez-Martín
Francisco Javier Díez
Iñigo Bermejo Delgado

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1718330

800 views

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

830 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

1,030 views

Brief Research Report

Published on 09 Jan 2026

Feasibility of one-month home-based HRV monitoring in ASD: a case study using smart clothing technology

in Digital Mental Health

Soichiro Matsuda
Yurina Shinohara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1741400

878 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

943 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

696 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

625 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

168 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

2,214 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

1,263 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

726 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

1,195 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

1,074 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

1,076 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

2,233 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

932 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

2,342 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

1,357 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

1,468 views

1,693 articles

articles

Prioritizing clinical data for psychiatric inpatient dashboards: insights from a nationwide survey of German university centers

Artificial intelligence, extended reality, and emerging AI–XR integrations in medical education

Telehealth as a catalyst for smart rural development and sustainable tourism: a feasibility case study from Agrafa, Greece

Telemedicine and the European Health Data Space: a new paradigm for healthcare in the EU

Enhancing healthcare outcome with scalable processing and predictive analytics via cloud healthcare API

Extracting structured data from unstructured breast imaging reports with transformer-based models

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

Feasibility of one-month home-based HRV monitoring in ASD: a case study using smart clothing technology

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

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

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

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

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

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

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

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

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