Frontiers in Digital Health

Perspective

Accepted on 29 Jan 2026

The Integration of Artificial Intelligence with Social Media: Opportunities, Challenges, and Pathways for Resource Optimization and Doctor-Patient Relationship Enhancement in Healthcare

in Health Communications and Behavior Change

Yi Yuan

Frontiers in Digital Health

142 views

Systematic Review

Published on 29 Jan 2026

Infectious disease burden and surveillance challenges in Jordan and Palestine: a systematic review and meta-analysis

in Health Informatics

Eman Farouq Badran
Abdullah Rayyan
Mira Al Jaberi
Muayyed Azzam
Raghad Ramadan
Yousef Khader
Raeda Alqutob
Faris G. Bakri
Radwan Qasrawi
Taimein Yacoub

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1713089

943 views

Brief Research Report

Published on 29 Jan 2026

Exploratory analysis of smartphone-based step counts as a digital biomarker for survival in ALS patients

in Health Informatics

Marcos Matabuena
Marcin Straczkiewicz
Narghes Calcagno
Katherine M. Burke
Timothy B. Royse
Amrita Iyer
Kendall T. Carney
Sydney Hall
James D. Berry
Jukka-Pekka Onnela

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1705368

712 views

Opinion

Published on 29 Jan 2026

From pilot to policy: why AI health interventions fail to scale in developing countries

in Health Technology Implementation

Jeena Joseph

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1699005

803 views

Systematic Review

Accepted on 28 Jan 2026

From Usability to Clinical Impact: A Systematic Review of Digital Technologies for Motor Rehabilitation in Multiple Sclerosis

in Personalized Medicine

Gabriele Triolo
Daniela Ivaldi
Roberta Lombardo
Angelo Quartarone
Viviana Lo Buono

Frontiers in Digital Health

127 views

Original Research

Accepted on 28 Jan 2026

Explainable Multimodal Feature Fusion Networks for Parkinson's Disease Prediction

in Health Informatics

Abishek Ravichandran
Tamilarasi Kathirvel Murugan
Logeswari Govindaraj
Vishal M

Frontiers in Digital Health

194 views

Original Research

Accepted on 27 Jan 2026

An explainable Ensemble Machine Learning Model Using Baseline Blood Transcriptomics to Predict Parkinson's Disease Motor Progression

in Personalized Medicine

Yelda Fırat

Frontiers in Digital Health

715 views

Original Research

Accepted on 27 Jan 2026

Technological architecture for a multi-region solution within the regulation of Brazil's Unified Health System

in Health Informatics

Pablo Holanda Cardoso
Tiago de Olivera Barreto
Janaína Valentim
Karilany Dantas Coutinho
João Paulo Queiroz dos Santos
Antonio Higor Freire de Morais
Nícolas Vinícius Rodrigues Veras
Aldo Eduardo de Almeida Portela
Juliano Silva Melo
Célio da Costa Barros

Frontiers in Digital Health

213 views

Review

Accepted on 27 Jan 2026

Multi-scale digital twins for personalized medicine

in Personalized Medicine

Alexandre VALLEE

Frontiers in Digital Health

190 views

Systematic Review

Accepted on 27 Jan 2026

Bibliometric Analysis of Deep Learning for Surgical Instrument Segmentation, Detection and Tracking in Minimally Invasive Surgery

in Health Informatics

Mahmoud Yousef
Kareem Essam Aly
Mariam Ahmed
Fatimaelzahraa Ali Ahmed
Khalid Al Jalham
Shidin Balakrishnan

Frontiers in Digital Health

168 views

Original Research

Published on 27 Jan 2026

A GPT-reinforced social robot for patient communication: a pilot study

in Health Technology Implementation

Jan-Willem J. R. van 't Klooster
Michela Capasso
Daan van Gorssel
Elvis Vrolijk
Giorgio Rettagliata
Demy Gerritsen
Mirjam Hegeman
Emanuele Tauro
Enrico Gianluca Caiani
Harald E. Vonkeman

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1653168

1,003 views

Brief Research Report

Published on 27 Jan 2026

A comparative accuracy study of multimodal LLMs, VLM and agent-based framework for pulmonary nodule detection on chest radiographs

in Health Technology Implementation

Daria Khovanova
Yuriy Vasilev
Anton Vladzymyrskyy
Olga Omelyanskaya
Anastasia Pamova
Kirill Arzamasov

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1674835

857 views

Methods

Published on 27 Jan 2026

Multimodal learning for scalable representation of high-dimensional medical data

in Health Informatics

Areej Alsaafin
Abubakr Shafique
Saghir Alfasly
Krishna R. Kalari
H. R. Tizhoosh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1709277

914 views

Systematic Review

Accepted on 26 Jan 2026

Digital Health Technologies for Adults with ADHD: A Scoping Review

in Digital Mental Health

Fin James Schofield
Sarah Wilkie
Emily Nielsen
Amberly Brigden
Matt W Jones
Hanna Isotalus

Frontiers in Digital Health

387 views

Systematic Review

Accepted on 26 Jan 2026

PICO-based Assessment and Categorization of Evidence for Digital Health Interventions (PACE4DHI): An inductive framework development

in Health Technology Implementation

Uwe Buddrus
Jan-Oliver Kutza
Johannes Thye
Moritz Esdar
Ursula Hertha Hübner
Jan-David Liebe

Frontiers in Digital Health

172 views

Original Research

Accepted on 26 Jan 2026

Practical use of gamification in the field of patient-centered outcomes research and digital health, and acceptance in clinical trials

in Health Technology Implementation

Christopher Hartford
Roland Barge
Tenage McDowell
Beth Gentsch
Tara Symonds
Diana Rofail

Frontiers in Digital Health

252 views

Original Research

Accepted on 26 Jan 2026

Beyond the pilot phase: exploring the sustainable implementation of Artificial Intelligence in the English NHS

in Health Technology Implementation

Charitini Stavropoulou
Nilangi Patil

Frontiers in Digital Health

161 views

Systematic Review

Published on 26 Jan 2026

Artificial intelligence in transitional care: practice, promise, and pitfalls—a scoping review

in Health Informatics

Amal Fakha
Albert Boonstra

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1690223

1,210 views

Clinical Trial

Published on 26 Jan 2026

A randomized controlled trial on the application of a chronic disease management platform based on digital health technology combined with an innovative model of intelligent management for hypertension in patients with hypertension

in Health Technology Implementation

Keli Liu
Benshan Niu
Xiaoyi Zhang
Lingyuan Zhang
Yuexia Gao
Juying Lu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1678235

733 views

Study Protocol

Published on 26 Jan 2026

The COMFORTage project: study protocol for the integration of multiple sources towards personalised preventions at Ace Alzheimer Center Barcelona

in Health Technology Implementation

Sergi Valero
Andrea Miguel
Josep Blazquez-Folch
Berta Calm
Montserrat Alegret
Ariadna Solivar
George Manias
Athos Antoniades
Nelina Angelova
Despina Psimaris

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1633507

907 views

Original Research

Accepted on 23 Jan 2026

Non Invasive Blood Glucose Estimation using Green Light Photoplethysmography and Machine Learning

in Health Informatics

Khadija Khan
Laraib Malik
Abdul Qadeer Khan
Saadullah Farooq Abbasi
Theodoros N Arvanitis

Frontiers in Digital Health

474 views

Original Research

Published on 23 Jan 2026

Acceptability and use determinants of digital health technologies for HIV services: a qualitative study of emergency care patients in Nairobi, Kenya

in Health Technology Implementation

Joshua Smith-Sreen
Benson Timothy
Beatrice Ngila
John Wamutitu Maina
Sankei Pirirei
John Kinuthia
David Bukusi
Harriet Waweru
Rose Bosire
Carey Farquhar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1697814

851 views

Systematic Review

Published on 23 Jan 2026

Neurorehabilitation technologies and functional recovery after brain injury: influence of sex, an integrative review

in Human Factors and Digital Health

Phoebe Bennett
Neil Barr

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1677873

657 views

Original Research

Published on 23 Jan 2026

Young males in crisis: pathways, usage and acceptability of an online messenger based psychosocial counselling service

in Human Factors and Digital Health

Juliane Hug
Elisabeth Kohls
Konrad Jakob Endres
Melanie Eckert
Richard Wundrack
Shadi Saee
Juliane Pougin
Aneliana da Silva Prado
Christine Rummel-Kluge

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1735723

644 views

1,687 articles

articles

The Integration of Artificial Intelligence with Social Media: Opportunities, Challenges, and Pathways for Resource Optimization and Doctor-Patient Relationship Enhancement in Healthcare

Infectious disease burden and surveillance challenges in Jordan and Palestine: a systematic review and meta-analysis

Exploratory analysis of smartphone-based step counts as a digital biomarker for survival in ALS patients

From pilot to policy: why AI health interventions fail to scale in developing countries

From Usability to Clinical Impact: A Systematic Review of Digital Technologies for Motor Rehabilitation in Multiple Sclerosis

Explainable Multimodal Feature Fusion Networks for Parkinson's Disease Prediction

An explainable Ensemble Machine Learning Model Using Baseline Blood Transcriptomics to Predict Parkinson's Disease Motor Progression

Technological architecture for a multi-region solution within the regulation of Brazil's Unified Health System

Multi-scale digital twins for personalized medicine

Bibliometric Analysis of Deep Learning for Surgical Instrument Segmentation, Detection and Tracking in Minimally Invasive Surgery

A GPT-reinforced social robot for patient communication: a pilot study

A comparative accuracy study of multimodal LLMs, VLM and agent-based framework for pulmonary nodule detection on chest radiographs

Multimodal learning for scalable representation of high-dimensional medical data

Digital Health Technologies for Adults with ADHD: A Scoping Review

PICO-based Assessment and Categorization of Evidence for Digital Health Interventions (PACE4DHI): An inductive framework development

Practical use of gamification in the field of patient-centered outcomes research and digital health, and acceptance in clinical trials

Beyond the pilot phase: exploring the sustainable implementation of Artificial Intelligence in the English NHS

Artificial intelligence in transitional care: practice, promise, and pitfalls—a scoping review

A randomized controlled trial on the application of a chronic disease management platform based on digital health technology combined with an innovative model of intelligent management for hypertension in patients with hypertension

The COMFORTage project: study protocol for the integration of multiple sources towards personalised preventions at Ace Alzheimer Center Barcelona

Non Invasive Blood Glucose Estimation using Green Light Photoplethysmography and Machine Learning

Acceptability and use determinants of digital health technologies for HIV services: a qualitative study of emergency care patients in Nairobi, Kenya

Neurorehabilitation technologies and functional recovery after brain injury: influence of sex, an integrative review

Young males in crisis: pathways, usage and acceptability of an online messenger based psychosocial counselling service