Frontiers in Digital Health

Original Research

Accepted on 19 Jan 2026

Predicting Kidney Injury after Cardiac Surgery with Cardio-pulmonary Bypass using Machine Learning A secondary analysis of single-center data from the >>Implementation of the KDIGO Guidelines for the Prevention of AKI in Patients after Cardiac Surgery<< study

in Health Informatics

Janis Fliegenschmidt
Gunung Sasono
Patricia Cabanillas Silva
Laurent Meesseman
Mohamed Rezk
Fried Michael Dahlweid
Astrid Bergmann
Nikolai Hulde
Vera von Dossow

Frontiers in Digital Health

204 views

Original Research

Published on 19 Jan 2026

Leveraging telemedicine to improve MNCH uptake in Kenya: a community-based hybrid model

in Health Technology Implementation

Edna Anab
Tabither Gitau
Erick Yegon
Nzomo Mwita
Marlyn Ochieng
Alice Koimur
Rhonnie Omondi
Stephen Smith
Harriet Andrews
David Oluoch

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1668776

1,309 views

Original Research

Published on 19 Jan 2026

Convolutional automatic identification of B-lines and interstitial syndrome in lung ultrasound images using pre-trained neural networks with feature fusion

in Connected Health

Khalid Moafa
Maria Antico
Damjan Vukovic
Christopher Edwards
David Canty
Ximena Cid Serra
Alistair Royse
Colin Royse
Kavi Haji
Jason Dowling

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1632376

920 views

Original Research

Published on 19 Jan 2026

Development and independent validation of explainable radiomics-based machine learning models for prognosis in colorectal liver metastases

in Health Informatics

A. Brunetti
G. M. Zaccaria
E. Sibilano
S. Marzi
A. Vidiri
V. Bevilacqua

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1752699

952 views

Study Protocol

Accepted on 16 Jan 2026

Cohort profile: The Resilient Minds (ReMind) national study of mental health and cognitive resilience in community dwelling adults aged 18 to 93

in Health Technology Implementation

Kaarin J Anstey
Brooke Brady
Lidan Zheng
Jana Koch
Md Hamidul Huque
Michelle K. Lupton
Ralph Martins
Daniel Ashworth
Erin Goddard
Nikki-Anne Wilson

Frontiers in Digital Health

240 views

Original Research

Published on 16 Jan 2026

Feasibility and reliability of a smartwatch to detect atrial fibrillation after cardiac surgery: a prospective study

in Health Technology Implementation

Konrad Schreier
Michael Borger
Alireza Sepehri Shamloo
Lukas Hofmann
Thomas Schröter
Sandra Eifert
Angeliki Darma
Christian Etz
Sergey Leontyev
Martin Misfeld

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1718350

876 views

Review

Published on 16 Jan 2026

Federated multimodal AI for precision-equitable diabetes care

in Health Technology Implementation

Bing Bai
Xilin Liu
Hong Li

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1678047

2,167 views

Original Research

Published on 16 Jan 2026

Metaheuristic-based gallstone classification using rotational forest explained with SHAP

in Health Informatics

Keshika Shrestha
Proshenjit Sarker
Jun-Jiat Tiang
Abdullah-Al Nahid

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1727559

940 views

Original Research

Published on 16 Jan 2026

Using natural language processing to explore differences in healthcare professionals’ language on Functional Neurological Disorder: a comparative topic and sentiment analysis study

in Health Informatics

Md Shadab Mashuk
Yang Lu
Lana Y. H. Lai
Matthew Shardlow
Shumit Saha
Ashley Williams
Anna Lee
Sarah Lloyd
Rajiv Mohanraj
Daniela Di Basilio

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1691724

1,101 views

Original Research

Published on 16 Jan 2026

Type 2 diabetes prediction without labs: a systems-level neural framework for risk and behavioral network reorganization

in Health Informatics

Mahreen Kiran
Ying Xie
Graham Ball
Nasreen Anjum
Rudolph Schutte
Barbara Pierscionek

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1714545

1,205 views

Opinion

Accepted on 15 Jan 2026

Through the looking glass: ethical considerations regarding LLM-induced hallucinations to medical questions

in Ethical Digital Health

Zisis Kozlakidis
Tracy Wootton
Michaela Theresia Mayrhofer

Frontiers in Digital Health

807 views

Review

Published on 15 Jan 2026

Rethinking the digital divide in health: a critical interpretive synthesis of research literature

in Human Factors and Digital Health

Meghan Bradway
Bo Wang
Henriette Lauvhaug Nybakke
Stine Agnete Ingebrigtsen
Kari Dyb
Eirin Rødseth

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1683565

1,172 views

Original Research

Published on 15 Jan 2026

Public perception of health technologies: an exploratory spatial mapping of risks, benefits, and value attributions

in Health Technology Implementation

Philipp Brauner
Julia Offermann
Martina Ziefle

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1715810

743 views

Review

Published on 14 Jan 2026

Application of artificial intelligence in postoperative orthopedic rehabilitation: a scoping review

in Health Informatics

Jue Wang
Huihui Bi
Yawen Wang
Yixin Song
Hai Xu
Shenjie Zhong
Qiao He
Qiong Zhang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1746552

1,258 views

Systematic Review

Published on 14 Jan 2026

Sensor-based motion analysis for dementia detection: a systematic review

in Health Technology Implementation

Zongyi Jiang
Maryam Ghahramani
Nathan M. D’Cunha
Raul Fernandez Rojas

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1698551

887 views

Original Research

Accepted on 13 Jan 2026

From raw data to actionable insights: preprocessing real-world data for machine learning in diabetes care

in Health Informatics

Marco Montagna
Aleksandar Svilenov Rabadzhiev
Alberto Traverso
Emanuela Setola
Edoardo Draetta
Alessio Dimonte
Simone Barbieri
Bruno Fabiani
Lorenzo Piemonti
Antonio Esposito

Frontiers in Digital Health

199 views

Hypothesis and Theory

Published on 13 Jan 2026

Achieving clinically meaningful outcomes in digital health: a six-step, cyclical precision engagement framework (ENGAGE)

in Human Factors and Digital Health

Anne-Kathrin Eiselt
Suzanne Kirkendall
Engelina Xiong
David Langner
Micah Goldfarb

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1713334

2,490 views

Systematic Review

Published on 13 Jan 2026

Autonomous chest x-ray image classification, capabilities and prospects: rapid evidence assessment

in Health Informatics

Yuriy Vasilev
Alexander Bazhin
Roman Reshetnikov
Olga Nanova
Anton Vladzymyrskyy
Kirill Arzamasov
Pavel Gelezhe
Olga Omelyanskaya

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1685771

922 views

Original Research

Published on 13 Jan 2026

Innovative digital approaches to characterize core factors of patients with late-stage knee osteoarthritis: a cross-sectional study

in Health Technology Implementation

Marco Alessandro Minetto
Elisabetta Quilico
Federica Massazza
Gianmosè Oprandi
Chiara Busso
Giorgio Gasparini
Angelo Pietrobelli
John A. Shepherd
Steven B. Heymsfield

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1709182

820 views

Original Research

Published on 13 Jan 2026

Influencing public acceptance of artificial intelligence (AI) in healthcare delivery

in Human Factors and Digital Health

Selin Aras
Calvin Drakos
Vineesha Manimangalam
Moiz Ali Nasir
Christina Burns
Davey Smith
Ozlem Equils

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1664345

1,840 views

Perspective

Published on 12 Jan 2026

Merging multimodal digital biomarkers into “Digital Neuro Fingerprints” for precision neurology in dementias: the promise of the right treatment for the right patient at the right time in the age of AI

in Personalized Medicine

Ioannis Tarnanas
Azizi Seixas
Martin Wyss
Panagiotis Vlamos
Arzu Çöltekin

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1727707

1,109 views

Data Report

Published on 12 Jan 2026

SLID: a slit-lamp image dataset for deep learning-based anterior eye anatomical segmentation and multi-lesion detection

in Health Informatics

Mingyu Xu
Yiming Sun
Huimin Cheng
Yifan Zhou
Nuliqiman Maimaiti
Pengjie Chen
Qi Miao
Peifang Xu
Juan Ye

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1716501

1,193 views

Original Research

Published on 12 Jan 2026

Knee osteoarthritis health information on China's TikTok: a cross-sectional analysis of content quality and public health relevance

in Health Communications and Behavior Change

Zihan Ding
Jianan Wang
Wangnan Mao
Zheng Yan
Xuchen Zhong
Yintao Du
Lianguo Wu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1612749

998 views

Original Research

Published on 12 Jan 2026

Ecological momentary assessments for patients with hereditary angioedema: a feasibility and acceptability controlled study

in Digital Mental Health

Monica Parati
Luca Ranucci
Azzurra Cesoni Marcelli
Lorenza Chiara Zingale
Beatrice De Maria
Clara Gino
Aida Zulueta
Riccardo Sideri
Alessandra Gorini
Francesca Perego

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1693550

725 views

1,697 articles

articles

Predicting Kidney Injury after Cardiac Surgery with Cardio-pulmonary Bypass using Machine Learning A secondary analysis of single-center data from the >>Implementation of the KDIGO Guidelines for the Prevention of AKI in Patients after Cardiac Surgery<< study

Leveraging telemedicine to improve MNCH uptake in Kenya: a community-based hybrid model

Convolutional automatic identification of B-lines and interstitial syndrome in lung ultrasound images using pre-trained neural networks with feature fusion

Development and independent validation of explainable radiomics-based machine learning models for prognosis in colorectal liver metastases

Cohort profile: The Resilient Minds (ReMind) national study of mental health and cognitive resilience in community dwelling adults aged 18 to 93

Feasibility and reliability of a smartwatch to detect atrial fibrillation after cardiac surgery: a prospective study

Federated multimodal AI for precision-equitable diabetes care

Metaheuristic-based gallstone classification using rotational forest explained with SHAP

Using natural language processing to explore differences in healthcare professionals’ language on Functional Neurological Disorder: a comparative topic and sentiment analysis study

Type 2 diabetes prediction without labs: a systems-level neural framework for risk and behavioral network reorganization

Through the looking glass: ethical considerations regarding LLM-induced hallucinations to medical questions

Rethinking the digital divide in health: a critical interpretive synthesis of research literature

Public perception of health technologies: an exploratory spatial mapping of risks, benefits, and value attributions

Application of artificial intelligence in postoperative orthopedic rehabilitation: a scoping review

Sensor-based motion analysis for dementia detection: a systematic review

From raw data to actionable insights: preprocessing real-world data for machine learning in diabetes care

Achieving clinically meaningful outcomes in digital health: a six-step, cyclical precision engagement framework (ENGAGE)

Autonomous chest x-ray image classification, capabilities and prospects: rapid evidence assessment

Innovative digital approaches to characterize core factors of patients with late-stage knee osteoarthritis: a cross-sectional study

Influencing public acceptance of artificial intelligence (AI) in healthcare delivery

Merging multimodal digital biomarkers into “Digital Neuro Fingerprints” for precision neurology in dementias: the promise of the right treatment for the right patient at the right time in the age of AI

SLID: a slit-lamp image dataset for deep learning-based anterior eye anatomical segmentation and multi-lesion detection

Knee osteoarthritis health information on China's TikTok: a cross-sectional analysis of content quality and public health relevance

Ecological momentary assessments for patients with hereditary angioedema: a feasibility and acceptability controlled study