☆ 4.7 Review

The promise of digital healthcare technologies

FRONTIERS IN PUBLIC HEALTH (2023)

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Editorial Material Geriatrics & Gerontology

Telemedicine: Issues in the Analysis of Its Use in Elderly People and in People with Disabilities, According to the Perspective of the Clinical Psychology of Disability

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Digital health innovations for non-communicable disease management during the COVID-19 pandemic: a rapid scoping review

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Summary: The objective of this study was to identify and summarize the digital health interventions (DHIs) implemented for non-communicable disease (NCD) management during the COVID-19 pandemic. The results showed that the majority of DHIs targeted mental health conditions, with 40% of interventions implemented in the Americas. These interventions were predominantly delivered remotely and via telephones, with Zoom, email, and WhatsApp being the top three platforms for care delivery. However, most studies did not provide detailed information on associated costs, sustainability, scalability, and data governance of the DHI implementations.

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Summary: There is a global effort to develop policy frameworks for regulating the use of health apps. While countries are taking different paths, there is international convergence in terms of requirements for transparency, health content, interoperability, and privacy and security. However, the large number of apps in the market poses challenges for clinicians and patients, and more regulatory work is needed to address issues such as reimbursement, safety, and privacy.

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Going digital - a commentary on the terminology used at the intersection of physical activity and digital health

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Summary: In recent years, digital technologies have played a significant role in providing health-related services, especially during the COVID-19 pandemic. Digital technologies are increasingly used to promote both unstructured and structured forms of physical activity. However, the introduction of multiple terms to describe the application of digital technologies in health services has led to confusion and interchangeability. This article aims to clarify the subtle differences between these terms and provide up-to-date definitions at the intersection of physical activity and Digital Health.

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The cost-effectiveness of digital health interventions: A systematic review of the literature

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NATURE BIOTECHNOLOGY (2021)

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Gillian M. Belbin et al.

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CELL (2021)

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Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling

Yuri Rykov et al.

Summary: This study found that digital biomarkers from wearable devices could detect depression risk in working populations, with higher accuracy in subsamples of depressed and healthy individuals. Despite reliable associations, the overall ability of digital biomarkers to detect depression in the entire working population was limited.

JMIR MHEALTH AND UHEALTH (2021)

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Digital Health Value Realization Through Active Change Efforts

Rashaad Bhyat et al.

Summary: Digital health has great potential in healthcare, but faces challenges in aligning investor returns with patient value. Understanding and addressing the misalignment among health system stakeholders is critical to accelerating digital health adoption.

FRONTIERS IN PUBLIC HEALTH (2021)

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Parina Hassanaly et al.

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Federated learning for predicting clinical outcomes in patients with COVID-19

Ittai Dayan et al.

Summary: Federated learning, a method for training artificial intelligence algorithms while protecting data privacy, was used to predict future oxygen requirements of symptomatic patients with COVID-19 using data from 20 different institutes globally. The study showed improved predictive accuracy and generalizability, setting the stage for wider applications in healthcare.

NATURE MEDICINE (2021)

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Article Health Policy & Services

Harnessing the digital potential of the next generation of health professionals

Brian L. H. Wong et al.

Summary: Realizing the benefits of digital health requires prioritizing capacity building, providing opportunities for youth, and adopting an ethics-driven approach. Youth must be adequately prepared to maximize the potential of digital transformations.

HUMAN RESOURCES FOR HEALTH (2021)

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Article Health Care Sciences & Services

Telehealth in Times of COVID-19: Spotlight on Austria

Maria Kletecka-Pulker et al.

Summary: The study examined the use of telemedicine and gathered experiences during the COVID-19 pandemic in Austria. Results showed that 33% of patients contacted doctors using telemedical tools, with a high satisfaction rate among those with previous telehealth experience. Patients commonly used telephone to contact doctors, and over half of those surveyed saw significant advantages in telemedical aids. Satisfaction rate among telehealth service users reached 90%.

HEALTHCARE (2021)

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Article Computer Science, Artificial Intelligence

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts et al.

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Wearable sensor data and self-reported symptoms for COVID-19 detection

Giorgio Quer et al.

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The Case for Algorithmic Stewardship for Artificial Intelligence and Machine Learning Technologies

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ESC e-Cardiology Working Group Position Paper: Overcoming challenges in digital health implementation in cardiovascular medicine

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CANCER (2019)

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A longitudinal big data approach for precision health

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NATURE MEDICINE (2019)

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The virtual doctor: An interactive clinical-decision-support system based on deep learning for non-invasive prediction of diabetes

Sebastian Spaenig et al.

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Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation

Marco V. Perez et al.

NEW ENGLAND JOURNAL OF MEDICINE (2019)

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Suicide prevention and depression apps' suicide risk assessment and management: a systematic assessment of adherence to clinical guidelines

Laura Martinengo et al.

BMC MEDICINE (2019)

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A primer on deep learning in genomics

James Zou et al.

NATURE GENETICS (2019)

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A call for deep-learning healthcare

Beau Norgeot et al.

NATURE MEDICINE (2019)

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Omer Gottesman et al.

NATURE MEDICINE (2019)

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Artificial intelligence for the electrocardiogram

Ana Minchole et al.

NATURE MEDICINE (2019)

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Clemens Scott Kruse et al.

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Shanshan Yao et al.

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Al for medical imaging goes deep

Daniel S. W. Ting et al.

NATURE MEDICINE (2018)

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BMJ-BRITISH MEDICAL JOURNAL (2018)

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Tele-monitoring of ventilator-dependent patients: a European Respiratory Society Statement

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BMC MEDICINE (2015)

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Can Mobile Health Technologies Transform Health Care?

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JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2013)

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Skin scan: A demonstration of the need for FDA regulation of medical apps on iPhone

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Experimentally calibrated population of models predicts and explains intersubject variability in cardiac cellular electrophysiology

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SOCIAL THEORY & HEALTH (2013)

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eHealth Literacy: Extending the Digital Divide to the Realm of Health Information

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The Adoption and Implementation of RFID Technologies in Healthcare: A Literature Review

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JOURNAL OF MEDICAL SYSTEMS (2012)

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LANCET (2012)

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NATURE METHODS (2012)

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BRITISH MEDICAL JOURNAL (2012)

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Effect of telehealth on use of secondary care and mortality: findings from the Whole System Demonstrator cluster randomised trial

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BMJ-BRITISH MEDICAL JOURNAL (2012)

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Carsten Bocker Pedersen

SCANDINAVIAN JOURNAL OF PUBLIC HEALTH (2011)

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The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview

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PLOS MEDICINE (2011)

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In silico research in the era of cloud computing

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NATURE BIOTECHNOLOGY (2010)

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Article Biotechnology & Applied Microbiology

V3D enables real-time 3D visualization and quantitative analysis of large-scale biological image data sets

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NATURE BIOTECHNOLOGY (2010)

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Editorial Material Medicine, General & Internal

Can Electronic Clinical Documentation Help Prevent Diagnostic Errors?

Gordon D. Schiff et al.

NEW ENGLAND JOURNAL OF MEDICINE (2010)

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Article Medicine, General & Internal

Effect of Bar-Code Technology on the Safety of Medication Administration.

Eric G. Poon et al.

NEW ENGLAND JOURNAL OF MEDICINE (2010)

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Article Medicine, General & Internal

Medication dispensing errors and potential adverse drug events before and after implementing bar code technology in the pharmacy

Eric G. Poon et al.

ANNALS OF INTERNAL MEDICINE (2006)

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Article Medicine, General & Internal

Patient safety: Improving safety with information technology

DW Bates et al.

NEW ENGLAND JOURNAL OF MEDICINE (2003)

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J Car et al.

BMJ-BRITISH MEDICAL JOURNAL (2003)

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Article Medicine, General & Internal

Guided medication dosing for inpatients with renal insufficiency

GM Chertow et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2001)

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Article Medicine, General & Internal

Using information technology to reduce rates of medication errors in hospitals

DW Bates

BRITISH MEDICAL JOURNAL (2000)

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