Frontiers in Digital Health

Perspective

Published on 12 Jan 2026

From abandonment to adoption: advancing assistive technologies for blindness and low vision in the AI era

in Health Technology Implementation

Roni Barak Ventura
Giles Hamilton-Fletcher
John-Ross Rizzo

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719746

1,154 views

Original Research

Published on 12 Jan 2026

Artificial intelligence assessment of valvular disease and ventricular function by a single echocardiography view

in Health Technology Implementation

Lior Fisher
Michael Fiman
Ella Segal
Shira Lidar
Noa Rubin
Adiel Am-Shalom
Ido Cohen
Kobi Faierstein
Avishai M. Tsur
Ehud Schwammenthal

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1684933

1,891 views

Clinical Trial

Published on 12 Jan 2026

Effectiveness of motion-graphic video for informed consent in patients undergoing platelet-rich plasma therapy for androgenetic alopecia: a randomized controlled study

in Health Communications and Behavior Change

Dichitchai Mettarikanon
Chime Eden
Patsaraporn Manunyanon
Veerayut Boonpit
Naparat Chookerd
Weeratian Tawanwongsri

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1713274

762 views

Original Research

Accepted on 09 Jan 2026

Machine Learning Prediction of Oxygen Therapy in Pediatric Mycoplasma pneumoniae Pneumonia

in Health Informatics

Claudio Coppola
Judith Jeyafreeda Andrew
Martino Ruggieri
Milena La Spina
Maria Rosaria La Bianca
Salvatore Leonardi
Study Group N/A

Frontiers in Digital Health

1,116 views

Perspective

Accepted on 09 Jan 2026

Globalizing Digital Immunization Systems for the Sustainable Development Goals: A Perspective

in Health Technology Implementation

Sunny Ibeneme
Sean Blaschke
Khin Devi Aung
Benson Droti
Ridwan Gustiana
Hillary Kipruto
Basil Rodriques

Frontiers in Digital Health

259 views

Original Research

Published on 09 Jan 2026

Combining shallow and deep neural networks on pseudo-color enhanced images for digital breast tomosynthesis lesion classification

in Connected Health

Zhikai Yang
Yingqing Liu
Örjan Smedby
Rodrigo Moreno

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1705044

856 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

1,807 views

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

718 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

1,142 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

2,370 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

1,693 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

814 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

899 views
1 citation

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

1,697 articles

articles

From abandonment to adoption: advancing assistive technologies for blindness and low vision in the AI era

Artificial intelligence assessment of valvular disease and ventricular function by a single echocardiography view

Effectiveness of motion-graphic video for informed consent in patients undergoing platelet-rich plasma therapy for androgenetic alopecia: a randomized controlled study

Machine Learning Prediction of Oxygen Therapy in Pediatric Mycoplasma pneumoniae Pneumonia

Globalizing Digital Immunization Systems for the Sustainable Development Goals: A Perspective

Combining shallow and deep neural networks on pseudo-color enhanced images for digital breast tomosynthesis lesion classification

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

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

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

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

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