Frontiers in Digital Health | Connected Health

Original Research

Published on 13 Apr 2026

Maccabi-RED, mHealth innovation in community emergency care: a 4-year analysis of adoption patterns and impact on healthcare utilization

in Connected Health

Osnat Bashkin
Tamar Shalom
Limor Adler
Ilan Yehoshua

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1752557

221 views

Editorial

Published on 10 Apr 2026

Editorial: Advancing vocal biomarkers and voice AI in healthcare: multidisciplinary focus on responsible and effective development and use

in Connected Health

Jean-Christophe Bélisle-Pipon
Jamie Toghranegar
Maria E. Powell

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1811486

375 views

Original Research

Published on 08 Apr 2026

Real-world outcomes from 2,905 episodes of hospital at home care: a propensity-matched cohort study

in Connected Health

Michael Shaw
Batool Almogheer
Dominique Auger
Andrew Barlow
Balasmita Bhaskaran
Maria Buxton
Marco Cerulli
Kalpana Giri Ghimire
Edward Hiller
Zoe Jayne

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1716319

1,020 views

Brief Research Report

Accepted on 06 Apr 2026

Patient Engagement with Consumer Wearable Devices in the Electronic Health Record

in Connected Health

Michael Sobolev
Allistair L Clark
Mitchell Kamrava
Joshua Pevnick
Brennan Spiegel
Raymond Duncan
Gillian Gresham

Frontiers in Digital Health

223 views

Systematic Review

Published on 01 Apr 2026

Deploying medical AI in low-resource settings: a scoping review of challenges and strategies

in Connected Health

Abdulelah Al-Ganad
Ahmed Al-Shahdhi
Othman Al-Dhaifi
Esam Hajeb
Huwaida Hajeb
Ahmed Al-Motarreb

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1743634

687 views

Original Research

Published on 30 Mar 2026

Cybersecurity breaches in medical devices: analyzing FDA safety communications in response to patient security concerns

in Connected Health

Vidya Menon

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1701551

276 views

Original Research

Published on 26 Mar 2026

Value, development challenges, and strategies for gaining internal endorsement of digitally connected subcutaneous drug delivery devices: a survey of pharmaceutical stakeholders

in Connected Health

Aaron Swick
S. Prasad Peri
Tanisha Hill
Mohamed Datoo
David Morra
Mehul Desai
Omar Rahman

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1684685

388 views

Original Research

Accepted on 25 Mar 2026

Development of reconfigurable smart medical wards using integrated components and complex features

in Connected Health

Radhakrishnan Delhibabu
Dmitriy Levonevskiy
Nataly Zhukova

Frontiers in Digital Health

Original Research

Published on 25 Mar 2026

Performance of federated versus centralized learning for mammography classification across film–digital domain shift

in Connected Health

Yaqeen Ali
Julia Müller
Andreas Weinmann
Johannes Gregori

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1715858

231 views

Brief Research Report

Published on 20 Mar 2026

An in-home engagement and usability study of GeRI: an open-source platform for remote symptom assessment and wearable activity monitoring in men with prostate cancer

in Connected Health

Nabiel Mir
Yan Che
Mohammad Taha Bin Firoz
Mohammad Ziad Siddiqui
Megan Mendez
Megan Huisingh-Scheetz
Russell Z. Szmulewitz

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1700852

280 views

Original Research

Accepted on 16 Mar 2026

Beyond the Algorithm: Embedding Ethics for Trustworthy AI in Radiology and Oncology

in Connected Health

Mónica Cano Abadía
Melanie Goisauf

Frontiers in Digital Health

Mini Review

Published on 16 Mar 2026

Translating AI research into reality: summary of the 2025 voice AI Symposium and Hackathon

in Connected Health

Samantha Salvi Cruz
Jamie Toghranegar
Bradley Malin
Tarun Mehra
Bob MacDonald
Marisha Speights
Camille Noufi
Yan Fossat
Guy Fagherrazi
Nicholas Cummins

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1754426

461 views

Original Research

Published on 10 Mar 2026

Assessing verbal and spatial memory via smartphone

in Connected Health

Peter Kosa
Amir Moghadam Ahmadi
Marie Kanu
Yolanda Mejia
Darwing Padilla-Rolon
Bibiana Bielekova

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1680389

332 views

Original Research

Published on 09 Mar 2026

Comparative performance of ChatGPT-5 and DeepSeek on the Chinese ultrasound medicine senior professional title examination

in Connected Health

Dao-Rong Hong
Chun-Yan Huang
Jiu Gao

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1783347

260 views

Original Research

Published on 06 Mar 2026

ChatGPT-4o with faculty guidance outperforms AI-only and traditional learning in ultrasonography training: a randomized trial

in Connected Health

Dao-Rong Hong
Chun-Yan Huang
Jiu Gao

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1772965

378 views

Original Research

Accepted on 23 Feb 2026

Stratified and Combined Analysis of the Quality of Lumbar Spinal Stenosis–Related Videos on Major Chinese Short Video Platforms

in Connected Health

Wenhui Zhao
Xinwei Chen
Zeda Wang
Zhehao Xiao
JiLin Yang
Zhipei Huang
Yanwei Jiang
Risheng Liang
Rui Wang

Frontiers in Digital Health

Review

Published on 05 Feb 2026

Artificial intelligence-assisted diagnosis and histopathological grading of bladder cancer: current status, challenges, and future directions

in Connected Health

Lihao Zhang
Yinghao Zhong
Gang Yang
Lige Huang
Aijia Deng
Mengxin Ao
Jiabing Li

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1708289

972 views
1 citation

Original Research

Published on 03 Feb 2026

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

in Connected Health

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

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1626279

1,020 views

Correction

Published on 30 Jan 2026

Correction: How effective are video animations as information tools for patients and the general public? An updated systematic review

in Connected Health

Frontiers Production Office

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1787856

526 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

in Connected Health

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

2,968 views

Editorial

Published on 30 Jan 2026

Editorial: Unlocking the potential of health data: interoperability, security, and emerging challenges in AI, LLM, precision medicine, and their impact on healthcare and research

in Connected Health

Eugenia Rinaldi
Rebecca Kush
Stefano Dalmiani

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1783831

922 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

1,107 views

Systematic Review

Published on 09 Jan 2026

Artificial intelligence, extended reality, and emerging AI–XR integrations in medical education

in Connected Health

Talia Tene
Diego Fabián Vique López
Marlene Jacqueline García Veloz
Byron Stalin Rojas Oviedo
Richard Tene-Fernandez

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1740557

2,414 views
1 citation

Original Research

Published on 09 Jan 2026

Combining shallow and deep neural networks on pseudo-color enhanced images for digital breast tomosynthesis lesion classification

in Connected Health

Zhikai Yang
Yingqing Liu
Örjan Smedby
Rodrigo Moreno

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1705044

1,049 views

325 articles

articles

Maccabi-RED, mHealth innovation in community emergency care: a 4-year analysis of adoption patterns and impact on healthcare utilization

Editorial: Advancing vocal biomarkers and voice AI in healthcare: multidisciplinary focus on responsible and effective development and use

Real-world outcomes from 2,905 episodes of hospital at home care: a propensity-matched cohort study

Patient Engagement with Consumer Wearable Devices in the Electronic Health Record

Deploying medical AI in low-resource settings: a scoping review of challenges and strategies

Cybersecurity breaches in medical devices: analyzing FDA safety communications in response to patient security concerns

Value, development challenges, and strategies for gaining internal endorsement of digitally connected subcutaneous drug delivery devices: a survey of pharmaceutical stakeholders

Development of reconfigurable smart medical wards using integrated components and complex features

Performance of federated versus centralized learning for mammography classification across film–digital domain shift

An in-home engagement and usability study of GeRI: an open-source platform for remote symptom assessment and wearable activity monitoring in men with prostate cancer

Beyond the Algorithm: Embedding Ethics for Trustworthy AI in Radiology and Oncology

Translating AI research into reality: summary of the 2025 voice AI Symposium and Hackathon

Assessing verbal and spatial memory via smartphone

Comparative performance of ChatGPT-5 and DeepSeek on the Chinese ultrasound medicine senior professional title examination

ChatGPT-4o with faculty guidance outperforms AI-only and traditional learning in ultrasonography training: a randomized trial

Stratified and Combined Analysis of the Quality of Lumbar Spinal Stenosis–Related Videos on Major Chinese Short Video Platforms

Artificial intelligence-assisted diagnosis and histopathological grading of bladder cancer: current status, challenges, and future directions

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

Correction: How effective are video animations as information tools for patients and the general public? An updated systematic review

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

Editorial: Unlocking the potential of health data: interoperability, security, and emerging challenges in AI, LLM, precision medicine, and their impact on healthcare and research

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

Artificial intelligence, extended reality, and emerging AI–XR integrations in medical education

Combining shallow and deep neural networks on pseudo-color enhanced images for digital breast tomosynthesis lesion classification