Frontiers in Digital Health

Original Research

Accepted on 02 Dec 2025

One view to rule them all? 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

284 views

Original Research

Published on 02 Dec 2025

Does human support add value to persuasive design-based digital mental health interventions? A propensity score matching study of a digital parenting program

in Digital Mental Health

Chen R. Saar
Or Brandes
Amit Baumel

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1586668

751 views

Editorial

Published on 02 Dec 2025

Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions

in Health Technology Implementation

Antonella Carbonaro
Alberto Marfoglia
Luigi Quaranta
Sabato Mellone
Filippo Lanubile

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1741466

784 views

Original Research

Accepted on 01 Dec 2025

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 Baio do Amaral
Cristina Vinicius Fagundes
Luis Felipe Dias Lopes
JOÃO FRANCISCO POLLO GASPARY

Frontiers in Digital Health

139 views

Original Research

Accepted on 01 Dec 2025

Evaluation of Multiple Generative Large Language Models on Neurology Board-Style Questions

in Health Informatics

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

Frontiers in Digital Health

139 views

Perspective

Accepted on 01 Dec 2025

Explainable and Reproducible AI: Culturally Responsive AI for Health Equity in Minoritized Groups

in Ethical Digital Health

Michelle King-Okoye
Harriett Fuller
Kuan Tan
Nick Marlow
Jacques Fleuriot
Chris Tzatzakis
Sweekrity Kanodia
Kenneth Odoh
Keerthi Dubbala
Jefferson Alvarez Alvarez

Frontiers in Digital Health

141 views

Original Research

Accepted on 01 Dec 2025

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 Veltkamp
Rens Brankaert
Inge MB Bongers
Eveline JM Wouters

Frontiers in Digital Health

128 views

Review

Accepted on 28 Nov 2025

Transforming Clinical Reasoning – The Role of AI in Supporting Human Cognitive Limitations

in Health Informatics

Colin John Greengrass

Frontiers in Digital Health

276 views

Brief Research Report

Published on 28 Nov 2025

From engagement to empowerment: integrating gamification and the Living Lab methodology into child-centered health innovation

in Human Factors and Digital Health

Abdolrasoul Habibipour

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685146

700 views

Original Research

Published on 28 Nov 2025

Akshar Mitra: a multimodal integrated framework for early dyslexia detection

in Digital Mental Health

Vibha Tiwari
Ocean Agarwal
Manya Sharma
Rashi Sahu
Radhika Babar
Rebakah Geddam
Muhammad Awais
Hemant Ghayvat

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1726307

900 views

Original Research

Published on 28 Nov 2025

AI-driven dynamic psychological measurement: correcting university student mental health scales using daily behavioral and cognitive data

in Digital Mental Health

B. G. Tong
Zihong Liang
Xuemei He
Fan Yang
Li Yang
Lijia Gao

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1615250

861 views

Original Research

Published on 28 Nov 2025

Voices from the field: healthcare professionals’ insights on sustaining telemedicine for diabetes management in Hong Kong primary care

in Health Technology Implementation

Arkers Kwan Ching Wong
Luna Ziqi Liu
Frances Kam Yuet Wong
Jun Liang
Danny Wah Kun Tong
Man Li Chan
Man Kin Wong
Bo Chu Wong
Cecilia Yeuk Sze Tang
Wai Hing Ho

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1665424

637 views

Mini Review

Accepted on 27 Nov 2025

Early Detection of Chronic Kidney Disease Using Deep Learning: A Mini Review

in Health Informatics

Md. Jakir Hossen
Hasanul Bannah
Ridwan Jamal Sadib

Frontiers in Digital Health

165 views

Brief Research Report

Accepted on 27 Nov 2025

Exploratory Analysis of Smartphone-based Step Counts as a Digital Biomarker for Survival in ALS Patients

in Health Informatics

Marcos Rodríguez
Marcin Straczkiewicz
Narghes Calcagno
Katherine M Burke
Timothy B. Royse
Amrita Iyer
Kendall T. Carney
Sydney Hall
JP Onnela
James Berry

Frontiers in Digital Health

189 views

Perspective

Published on 27 Nov 2025

UpSMART: five years of digital innovation in cancer clinical research—achievements, challenges, and recommendations

in Health Informatics

Paul O’Regan
Fouziah Butt
Louise Carter
Donna M. Graham
Anja Le Blanc
Richard Hoskins
Laura Stephenson
Akshita Patil
Muhammad Shabbir
Dilan Eken

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1708067

990 views

Editorial

Published on 27 Nov 2025

Editorial: Socioeconomic inequalities in digital health

in Ethical Digital Health

Lua Perimal-Lewis
Sónia Vladimira Correia
Evanthia Sakellari

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1680350

685 views

Systematic Review

Published on 27 Nov 2025

Advances in machine and deep learning for ECG beat classification: a systematic review

in Health Informatics

Allam Jaya Prakash
Abdelkader Nasreddine Belkacem
Ibrahim M. Elfadel
Herbert F. Jelinek
Mohamed Atef

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1649923

1,568 views

Systematic Review

Accepted on 26 Nov 2025

An In-Depth Exploration of Machine Learning Methods for Mental Health State Detection: A Systematic Review and Analysis

in Health Informatics

Md Jawadul Hasan
Joy Matubber
Shadril Hassan Shifat
Rifat Hossain
Md Kishor Morol
Md. Jakir Hossen

Frontiers in Digital Health

157 views

Review

Accepted on 26 Nov 2025

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 Katalina Morales-Urrutia
Franklin Hernan Cashabamba
Xavier Ricardo Proaño
Lizette Elena Leiva

Frontiers in Digital Health

154 views

Original Research

Published on 26 Nov 2025

Dissecting the difference between positive and negative brain health sentiment using X data

in Health Communications and Behavior Change

Piotr Religa
Michel-Edwar Mickael
Marzena Łazarczyk
Norwin Kubick
Ibrahim F. Rehan
Jarosław Olav Horbańczuk
Asmaa Elnagar
Mariusz Sacharczuk
Atanas G. Atanasov

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1648671

1,015 views

Original Research

Published on 26 Nov 2025

Optimized BERT-based NLP outperforms zero-shot methods for automated symptom detection in clinical practice

in Health Informatics

Juan G. Diaz Ochoa
Natalie Layer
Jonas Mahr
Faizan E Mustafa
Christian U. Menzel
Martina Müller
Tobias Schilling
Gerald Illerhaus
Markus Knott
Alexander Krohn

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1623922

821 views

Original Research

Published on 25 Nov 2025

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis

in Human Factors and Digital Health

Suguru Shimokihara
Kazuki Yokoyama
Keitaro Makino
Nozomu Ikeda
Kiyoji Matsuyama
Tomonori Kashiwagi
Chiaki Kawanishi
Hikaru Ihira

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719318

624 views

Original Research

Published on 25 Nov 2025

Real-time digital monitoring of continuous bladder irrigation: clinical evaluation of a sensor-based system for hematuria and catheter-associated events

in Health Technology Implementation

M. Glienke
A. Krumnau
A. C. Reichelt
G. Reis
C. Steiner
P. F. Pohlmann
F. F. Dressler
C. Gratzke
A. Miernik
D. S. Schöb

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1634537

902 views

Original Research

Published on 24 Nov 2025

The evaluation of tooth whitening from a perspective of artificial intelligence: a comparative analytical study

in Health Communications and Behavior Change

Alaa Al-Haddad
Mikel Alrabadi
Othman Saadeh
George Alrabadi
Yazan Hassona

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1710159

1,009 views

1,570 articles

articles

One view to rule them all? Artificial Intelligence Assessment of Valvular Disease and Ventricular Function by a Single Echocardiography View

Does human support add value to persuasive design-based digital mental health interventions? A propensity score matching study of a digital parenting program

Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions

A Structured Framework to Improve Usability in EHR Implementation: A User-Centered Case Study in Brazilian Mental Healthcare

Evaluation of Multiple Generative Large Language Models on Neurology Board-Style Questions

Explainable and Reproducible AI: Culturally Responsive AI for Health Equity in Minoritized Groups

Experience Sampling Methodology in Pediatrics: A Qualitative Analysis of User Perspectives on the PROfeel Blended mHealth Intervention for Fatigue

Transforming Clinical Reasoning – The Role of AI in Supporting Human Cognitive Limitations

From engagement to empowerment: integrating gamification and the Living Lab methodology into child-centered health innovation

Akshar Mitra: a multimodal integrated framework for early dyslexia detection

AI-driven dynamic psychological measurement: correcting university student mental health scales using daily behavioral and cognitive data

Voices from the field: healthcare professionals’ insights on sustaining telemedicine for diabetes management in Hong Kong primary care

Early Detection of Chronic Kidney Disease Using Deep Learning: A Mini Review

Exploratory Analysis of Smartphone-based Step Counts as a Digital Biomarker for Survival in ALS Patients

UpSMART: five years of digital innovation in cancer clinical research—achievements, challenges, and recommendations

Editorial: Socioeconomic inequalities in digital health

Advances in machine and deep learning for ECG beat classification: a systematic review

An In-Depth Exploration of Machine Learning Methods for Mental Health State Detection: A Systematic Review and Analysis

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

Dissecting the difference between positive and negative brain health sentiment using X data

Optimized BERT-based NLP outperforms zero-shot methods for automated symptom detection in clinical practice

Mapping cognitive diversity in older adults through community-based digital screening via mobile devices: a cross-sectional latent class analysis

Real-time digital monitoring of continuous bladder irrigation: clinical evaluation of a sensor-based system for hematuria and catheter-associated events

The evaluation of tooth whitening from a perspective of artificial intelligence: a comparative analytical study