Machine learning and digital biomarkers can detect early stages of neurodegenerative diseases

A Chudzik, A Śledzianowski, AW Przybyszewski - Sensors, 2024 - mdpi.com
Neurodegenerative diseases (NDs) such as Alzheimer's Disease (AD) and Parkinson's
Disease (PD) are devastating conditions that can develop without noticeable symptoms …

Automation of systematic reviews of biomedical literature: a scoping review of studies indexed in PubMed

B Tóth, L Berek, L Gulácsi, M Péntek, Z Zrubka - Systematic reviews, 2024 - Springer
Background The demand for high-quality systematic literature reviews (SRs) for evidence-
based medical decision-making is growing. SRs are costly and require the scarce resource …

[HTML][HTML] Exploring digital biomarkers of illness activity in mood episodes: hypotheses generating and model development study

G Anmella, F Corponi, BM Li, A Mas… - JMIR mHealth and …, 2023 - mhealth.jmir.org
Background: Depressive and manic episodes within bipolar disorder (BD) and major
depressive disorder (MDD) involve altered mood, sleep, and activity, alongside …

User experience of applying AMSTAR 2 to appraise systematic reviews of healthcare interventions: a commentary

KK De Santis, D Pieper, RC Lorenz… - BMC medical research …, 2023 - Springer
Abstract Background 'A Measurement Tool to Assess Systematic Reviews, version
2'(AMSTAR 2) is a validated 16-item scale designed to appraise systematic reviews (SRs) of …

[PDF][PDF] 10 pragmatic points to consider when performing a systematic literature review of clinical evidence on digital medical devices

M Péntek, Z Zrubka, L Gulácsi, M Weszl… - Acta Polytechnica …, 2023 - acta.uni-obuda.hu
Innovative Digital Medical Devices (DMDs) are gaining a growing importance in healthcare,
thus the interest regarding their actual clinical value is increasing. Gathering and evaluating …

[HTML][HTML] Methods for the clinical validation of digital endpoints: protocol for a scoping review abstract

S Rego, AR Henriques, SS Serra… - JMIR Research …, 2023 - researchprotocols.org
Background: Clinical trials often use digital technologies to collect data continuously outside
the clinic and use the derived digital endpoints as trial endpoints. Digital endpoints are also …

Discursive framework for a multi-disease digital health passport in Africa: a perspective

G Towett, RS Snead, J Marczika, I Prada - Globalization and Health, 2024 - Springer
Africa's dual burden of rising incidence of infectious diseases and increasing prevalence of
non-communicable diseases (NCDs), such as cardiovascular diseases and diabetes …

[HTML][HTML] An Introduction to Smart Home Ward–Based Hospital-at-Home Care in China

W Cheng, X Cao, W Lian, J Tian - JMIR mHealth and uHealth, 2024 - mhealth.jmir.org
Hospital-at-home has been gaining increased attention as a potential remedy for the current
shortcomings of our health care system, allowing for essential health services to be provided …

[PDF][PDF] The Bitemporal Lens Model—toward a holistic approach to chronic disease prevention with digital biomarkers

F Barata, J Shim, F Wu, P Langer, E Fleisch - JAMIA open, 2024 - academic.oup.com
Abstract Objectives We introduce the Bitemporal Lens Model, a comprehensive
methodology for chronic disease prevention using digital biomarkers. Materials and …

Different approaches to appraising systematic reviews of digital interventions for physical activity promotion using AMSTAR 2 tool: Cross-sectional study

KK De Santis, K Matthias - … Journal of Environmental Research and Public …, 2023 - mdpi.com
High-quality systematic reviews (SRs) can strengthen the evidence base for prevention and
health promotion. A 16-item AMSTAR 2 tool allows the appraisal of SRs by deriving a …