Frontiers in Digital Health

Original Research

Published on 21 Feb 2025

Using machine learning models for cuffless blood pressure estimation with ballistocardiogram and impedance plethysmogram

in Connected Health

Shing-Hong Liu
Yao Sun
Bo-Yan Wu
Wenxi Chen
Xin Zhu

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1511667

3,326 views
3 citations

Study Protocol

Published on 18 Feb 2025

Developing and testing tele-support psychotherapy using mobile phones for depression among youth in Kampala district, Uganda: study protocol for a pilot randomized controlled trial

in Digital Mental Health

Etheldreda Nakimuli-Mpungu
Jeremiah Mutinye Kwesiga
John Mark Bwanika
Davis Musinguzi
Caroline Nakanyike
Jane Iya
Sabrina Bakeera Kitaka
Benedict Akimana
Charlotte Hawkins
Patricia Cavazos

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1515193

3,456 views
2 citations

Original Research

Published on 18 Feb 2025

Virtual reality for training emergency medicine residents in emergency scenarios: usefulness of a tutorial to enhance the simulation experience

in Connected Health

A. Vittadello
S. Savino
S. Bressan
M. Costa
A. Boscolo
N. Sella
T. Pettenuzzo
F. Zarantonello
A. De Cassai
T. Chang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1466866

2,251 views
1 citation

Original Research

Published on 18 Feb 2025

Bridging language barriers in healthcare: a patient-centric mobile app for multilingual health record access and sharing

in Health Informatics

Theodoros Solomou
Stelios Mappouras
Efthyvoulos Kyriacou
Ioannis Constantinou
Zinonas Antoniou
Ionut Cristian Canciu
Marios Neophytou
Zoltan Lantos
Christos N. Schizas
Constantinos S. Pattichis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1542485

4,925 views
3 citations

Original Research

Published on 18 Feb 2025

Acceptance of a mental health app (JoyPopTM) for postsecondary students: a prospective evaluation using the UTAUT2

in Digital Mental Health

Ishaq Malik
Aislin R. Mushquash

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1503428

2,838 views
1 citation

Original Research

Published on 18 Feb 2025

Assessing accuracy of BiliPredics algorithm in predicting individual bilirubin progression in neonates—results from a prospective multi-center study

in Personalized Medicine

Britta Steffens
Gilbert Koch
Corinna Engel
Axel R. Franz
Marc Pfister
Sven Wellmann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1497165

1,765 views
2 citations

Original Research

Published on 18 Feb 2025

The impact of Internet-based healthcare derived from the COVID-19 pandemic on outpatients in a cardiology department

in Connected Health

Jie Liu
Yunhan Fei
Ying Gao
Yu Meng
Dongxue Huang
Wenjuan Zhao
Keliang Xie

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1475422

2,203 views

Original Research

Published on 18 Feb 2025

Adaptation of a digital health intervention for rural adults: application of the Framework for Reporting Adaptations and Modifications-Enhanced

in Health Communications and Behavior Change

Maura M. Kepper
Callie Walsh-Bailey
Loni Parrish
Ainsley Mackenzie
Lisa M. Klesges
Peg Allen
Kia L. Davis
Randi Foraker
Ross C. Brownson

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1493814

2,873 views

Original Research

Published on 17 Feb 2025

Evaluating working memory in young individuals with normal hearing through tele-assessment and traditional assessment: a comparative study

in Connected Health

Kavassery Venkateswaran Nisha
N. Devi
B. Vandana
E. Rashmi
Shraddha A. Shende
Raksha A. Mudar

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1499737

1,974 views

Original Research

Published on 14 Feb 2025

Equitable hospital length of stay prediction for patients with learning disabilities and multiple long-term conditions using machine learning

in Health Informatics

Emeka Abakasanga
Rania Kousovista
Georgina Cosma
Ashley Akbari
Francesco Zaccardi
Navjot Kaur
Danielle Fitt
Gyuchan Thomas Jun
Reza Kiani
Satheesh Gangadharan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1538793

4,087 views
2 citations

Original Research

Published on 13 Feb 2025

Usefulness of lumbar puncture educational videos for older people with HIV

in Connected Health

Chhitij Tiwari
Keely Copperthite
Tia Morgan
Jonathan Oakes
Luigi Troiani
Chris Evans
Sonia Napravnik
Claire E. Farel
Monica M. Diaz

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1508163

1,716 views

Original Research

Published on 13 Feb 2025

What social media analyses can tell us about Ghanaian women's concerns during pregnancy

in Human Factors and Digital Health

Martina Anto-Ocrah
Tori Valachovic
Joseph W. Lanning
Ali Ghanem
Claire Couturier
Celestin Hakizimana
Celestin Niyomugabo
Nabeeha Jabir Affan
Hemika Vempalli
Ruth Sally Kodam

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1479392

2,878 views
1 citation

Original Research

Published on 13 Feb 2025

Evaluating the feasibility of using the Multiphase Optimization Strategy framework to assess implementation strategies for digital mental health applications activations: a proof of concept study

in Digital Mental Health

Ayla Aydin
Wouter van Ballegooijen
Ilja Cornelisz
Anne Etzelmueller

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1509415

2,140 views

Original Research

Published on 12 Feb 2025

Predictors of smartphone addiction and its effect on quality of life: a cross-sectional study among the young adults in Bangladesh

in Digital Mental Health

Zubair Ahmed Ratan
Anne-Maree Parrish
Mohammad Saud Alotaibi
Hassan Hosseinzadeh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1351955

4,229 views
1 citation

Original Research

Published on 12 Feb 2025

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

in Health Informatics

Waqar A. Sulaiman
Charithea Stylianides
Andria Nikolaou
Zinonas Antoniou
Ioannis Constantinou
Lakis Palazis
Anna Vavlitou
Theodoros Kyprianou
Efthyvoulos Kyriacou
Antonis Kakas

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1498939

3,651 views
2 citations

Original Research

Published on 11 Feb 2025

Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations

in Digital Mental Health

David C. Mohr
Alexandra L. Silverman
Soo Jeong Youn
Patricia Areán
Andrew Bertagnolli
Jenna Carl
Tarolyn Carlton
Neha Chaudhary
David Cooper
Shelly DeVito

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1509387

9,404 views
9 citations

Systematic Review

Published on 11 Feb 2025

Artificially intelligent nursing homes: a scoping review of palliative care interventions

in Health Informatics

Isabel Ronan
Sabin Tabirca
David Murphy
Nicola Cornally
Mohamad M. Saab
Patrice Crowley

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484304

5,897 views
1 citation

Hypothesis and Theory

Published on 11 Feb 2025

Designing and developing a prescription digital therapeutic for at-home heart rate variability biofeedback to support and enhance patient outcomes in post-traumatic stress disorder treatment

in Digital Mental Health

Rebecca Macy
Flavio Somanji
Oleksandr Sverdlov

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1503361

4,643 views

Opinion

Published on 10 Feb 2025

Digital twins in dermatology: a new era of personalized skin care

in Connected Health

Diala Haykal

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1534859

6,122 views
10 citations

Original Research

Published on 10 Feb 2025

Top health service concerns: a data mining study of the Shanghai health hotline

in Health Informatics

Lili Shi
Tong Zhao
Shimiao Shi
Tianyu Tan
Aksara Regmi
Yuyang Cai

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1462167

2,662 views
1 citation

Original Research

Published on 07 Feb 2025

A patient-centered interactive voice response system for supporting self-management in kidney transplantation: design and field testing

in Health Technology Implementation

Raheleh Ganjali
Mahin Ghorban Sabbagh
Saeid Eslami

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1386012

1,838 views
1 citation

Original Research

Published on 07 Feb 2025

Prospective observational study to evaluate the feasibility of the mobile app for mild cognitive impairment detection and screening

in Connected Health

Reo Hamaguchi
Seiji Hongo
Naoto Doi
Hisamitsu Ide
Ryozo Saito
Junji Kishimoto
Nobuhiro Handa
Shigeo Horie

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1535900

2,124 views
1 citation

Opinion

Published on 06 Feb 2025

The data scientist as a mainstay of the tumor board: global implications and opportunities for the global south

in Personalized Medicine

Myles Joshua Toledo Tan
Daniel Andrew Lichlyter
Nicholle Mae Amor Tan Maravilla
Weston John Schrock
Frederic Ivan Leong Ting
Joanna Marie Choa-Go
Kishi Kobe Francisco
Mickael Cavanaugh Byers
Hezerul Abdul Karim
Nouar AlDahoul

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1535018

5,845 views
6 citations

Original Research

Published on 05 Feb 2025

ONLINE vs. FACE-TO-FACE group coaching to promote teachers mental health: an exploratory field study in German teachers

in Digital Mental Health

Sarah S. Lütke Lanfer
Ruth Pfeifer
Yannik Rieder
Alexander Wünsch
Matthias Braeunig
Claas Lahmann

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1479524

2,967 views
2 citations

1,593 articles

articles

Using machine learning models for cuffless blood pressure estimation with ballistocardiogram and impedance plethysmogram

Developing and testing tele-support psychotherapy using mobile phones for depression among youth in Kampala district, Uganda: study protocol for a pilot randomized controlled trial

Virtual reality for training emergency medicine residents in emergency scenarios: usefulness of a tutorial to enhance the simulation experience

Bridging language barriers in healthcare: a patient-centric mobile app for multilingual health record access and sharing

Acceptance of a mental health app (JoyPopTM) for postsecondary students: a prospective evaluation using the UTAUT2

Assessing accuracy of BiliPredics algorithm in predicting individual bilirubin progression in neonates—results from a prospective multi-center study

The impact of Internet-based healthcare derived from the COVID-19 pandemic on outpatients in a cardiology department

Adaptation of a digital health intervention for rural adults: application of the Framework for Reporting Adaptations and Modifications-Enhanced

Evaluating working memory in young individuals with normal hearing through tele-assessment and traditional assessment: a comparative study

Equitable hospital length of stay prediction for patients with learning disabilities and multiple long-term conditions using machine learning

Usefulness of lumbar puncture educational videos for older people with HIV

What social media analyses can tell us about Ghanaian women's concerns during pregnancy

Evaluating the feasibility of using the Multiphase Optimization Strategy framework to assess implementation strategies for digital mental health applications activations: a proof of concept study

Predictors of smartphone addiction and its effect on quality of life: a cross-sectional study among the young adults in Bangladesh

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations

Artificially intelligent nursing homes: a scoping review of palliative care interventions

Designing and developing a prescription digital therapeutic for at-home heart rate variability biofeedback to support and enhance patient outcomes in post-traumatic stress disorder treatment

Digital twins in dermatology: a new era of personalized skin care

Top health service concerns: a data mining study of the Shanghai health hotline

A patient-centered interactive voice response system for supporting self-management in kidney transplantation: design and field testing

Prospective observational study to evaluate the feasibility of the mobile app for mild cognitive impairment detection and screening

The data scientist as a mainstay of the tumor board: global implications and opportunities for the global south

ONLINE vs. FACE-TO-FACE group coaching to promote teachers mental health: an exploratory field study in German teachers