Frontiers in Digital Health

Original Research

Published on 17 Feb 2026

Guideline-based strategies to identify severe cytokine release syndrome in COVID-19 and cancer immunotherapy using large-scale electronic health records

Philippe A. Robert
Jonas Denck
Cao Tri Do
Elif Ozkirimli
Candice Jamois
Chiara Corso
Ken Wang
Christoph T. Berger

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1625889

486 views

Review

Published on 17 Feb 2026

Tele-rehabilitation in rural Nepal: a systematic review of effectiveness, barriers, and strategic directions for digital health equity

Amrit Dhakal
Md Shahariar Chowdhury

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1681313

320 views

Original Research

Published on 13 Feb 2026

MATRIX: Mental heAlth diagnostics Through Real time Intelligent unified X-AI attribution reasoning

Sweety Ramnani
Kaushik Roy
Amit Sheth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1621271

464 views

Brief Research Report

Published on 12 Feb 2026

Accelerating digital innovation in clinical neuropsychology: simulation approach to support medical device certification

Andrea Panzavolta
Federico Sternini
Paolo Caffarra
Dalila De Vita
Alessandra Dodich
Cristina Fonti
Federica L’Abbate
Luigi Lavorgna
Valentina Laganà
Camillo Marra

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1646694

496 views

Original Research

Published on 10 Feb 2026

Tests of large language models' medical competence and application for clinical decision support of musculoskeletal rehabilitation

Ruikang Liu
Qiaoling Liu
Qiang Hu
Ruixing Nan
Jian He
Jinru Yang
Jialin Zhang
Guang Yang
Zhaohui Yang
Xiling Xiao

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1719340

570 views

Clinical Trial

Published on 05 Feb 2026

Digital solutions, real-world challenges: lessons from mHealth trials in oncology

Dominique G. Stuijt
Igor Radanovic
Vasileios Exadaktylos
Ellen Kapiteijn
Tom van der Hulle
Jorg R. Oddens
Erik van Gennep
Lois A. Daamen
Marieke A. R. Bak
M. Corrette Ploem

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1721363

717 views

Brief Research Report

Published on 04 Feb 2026

Clinical experience with remote programming of cardiac implantable electronic devices

Karthik Venkatesh Prasad
Marko Tietz
Bobak Salehi
Crystal Miller
Peter Kabus
David Hayes

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1684695

987 views

Original Research

Published on 03 Feb 2026

Exploring the feasibility of real-time on-device ECG biometric classification using quantized neural networks

Martin Berki
Anton Mateasik
Michal Micjan
Erik Vavrinsky
Krisztian Gasparek
Lubos Cernaj

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1626279

810 views

Original Research

Published on 02 Feb 2026

Breaking barriers: harnessing artificial intelligence for a stigma-free, efficient HIV prevention assessment among adults in South Africa

Caroline Govathson
Candice Chetty-Makkan
Ross Greener
Sasha Frade
Dino Rech
Sarah Morris
Yohann Richard
Rouella Mendonca
Natalie Maricich
Lawrence Long

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1731002

760 views

Original Research

Published on 02 Feb 2026

Formative research and design for a mobile health platform for oral cancer screening and detection (OC-DETECT)—a mixed methods study

Krystyna R. Isaacs
Praveen N. Birur
Mariam Siddiqui
Kajal Patel
Aarenee I. Greene
Lopamudra Ray Saraswati
Jigyasa Singh
Yukiko Washio
Yi Cui
H. Katie Chang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1738874

710 views

Original Research

Published on 30 Jan 2026

Assessment and analysis of content and quality of children's influenza vaccine information on BiliBili, Douyin, and Xiaohongshu

Shanwei Jiang
Hui Sun
Xiaowei Chen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1591347

754 views

Original Research

Published on 30 Jan 2026

Development and implementation of an interoperable local health information exchange platform for the attainment of universal health coverage in the Philippines

Philip Christian Zuniga
Jan Jacob Carpio
Queen Anne Tayam
Patria Luwalhati Garcia
Andrew Lacsina
Jaztine Calderon
Jose Francisco Santiago
Dennis Batangan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1650273

1,939 views

Systematic Review

Published on 29 Jan 2026

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

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

1,007 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

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

757 views

Original Research

Published on 27 Jan 2026

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

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

1,123 views

Methods

Published on 27 Jan 2026

Multimodal learning for scalable representation of high-dimensional medical data

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1709277

1,007 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

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1674835

941 views

Systematic Review

Published on 26 Jan 2026

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

Amal Fakha
Albert Boonstra

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1690223

1,309 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

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1678235

819 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

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

1,027 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

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

891 views

Systematic Review

Published on 23 Jan 2026

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

Phoebe Bennett
Neil Barr

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1677873

720 views

Original Research

Published on 23 Jan 2026

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

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

683 views

Original Research

Published on 22 Jan 2026

The Jaga Diri digital intervention improved knowledge and adherence to weekly iron-folic acid supplementation among adolescent girls in Maluku Province, Indonesia

Lershito Antonio Pasamba
Christiana Rialine Titaley
Sean Samuel Istia
Ritha Tahitu
Elpira Asmin
Farah Christina Noya
Mega Clarita Laurence
Yudhie Djuhastidar Tando
Maxwell Landri Vers Malakauseya
Liyani Sartika Sara

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1729623

713 views

567 Publications

volumes

Guideline-based strategies to identify severe cytokine release syndrome in COVID-19 and cancer immunotherapy using large-scale electronic health records

Tele-rehabilitation in rural Nepal: a systematic review of effectiveness, barriers, and strategic directions for digital health equity

MATRIX: Mental heAlth diagnostics Through Real time Intelligent unified X-AI attribution reasoning

Accelerating digital innovation in clinical neuropsychology: simulation approach to support medical device certification

Tests of large language models' medical competence and application for clinical decision support of musculoskeletal rehabilitation

Digital solutions, real-world challenges: lessons from mHealth trials in oncology

Clinical experience with remote programming of cardiac implantable electronic devices

Exploring the feasibility of real-time on-device ECG biometric classification using quantized neural networks

Breaking barriers: harnessing artificial intelligence for a stigma-free, efficient HIV prevention assessment among adults in South Africa

Formative research and design for a mobile health platform for oral cancer screening and detection (OC-DETECT)—a mixed methods study

Assessment and analysis of content and quality of children's influenza vaccine information on BiliBili, Douyin, and Xiaohongshu

Development and implementation of an interoperable local health information exchange platform for the attainment of universal health coverage in the Philippines

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

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

Multimodal learning for scalable representation of high-dimensional medical data

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

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

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

The Jaga Diri digital intervention improved knowledge and adherence to weekly iron-folic acid supplementation among adolescent girls in Maluku Province, Indonesia