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Randomized clinical trials of machine learning interventions in health care: a systematic review
Importance Despite the potential of machine learning to improve multiple aspects of patient
care, barriers to clinical adoption remain. Randomized clinical trials (RCTs) are often a …
care, barriers to clinical adoption remain. Randomized clinical trials (RCTs) are often a …
[HTML][HTML] Preliminary evidence of the use of generative AI in health care clinical services: systematic narrative review
Background: Generative artificial intelligence tools and applications (GenAI) are being
increasingly used in health care. Physicians, specialists, and other providers have started …
increasingly used in health care. Physicians, specialists, and other providers have started …
[HTML][HTML] Randomized controlled trials of artificial intelligence in clinical practice: systematic review
Background The number of artificial intelligence (AI) studies in medicine has exponentially
increased recently. However, there is no clear quantification of the clinical benefits of …
increased recently. However, there is no clear quantification of the clinical benefits of …
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
Abstract The Consolidated Standards of Reporting Trials extension for Artificial Intelligence
interventions (CONSORT-AI) was published in September 2020. Since its publication …
interventions (CONSORT-AI) was published in September 2020. Since its publication …
Artificial intelligence for diabetes care: current and future prospects
Artificial intelligence (AI) use in diabetes care is increasingly being explored to personalise
care for people with diabetes and adapt treatments for complex presentations. However, the …
care for people with diabetes and adapt treatments for complex presentations. However, the …
[HTML][HTML] Applications of clinical decision support systems in diabetes care: sco** review
S Huang, Y Liang, J Li, X Li - Journal of Medical Internet Research, 2023 - jmir.org
Background Providing comprehensive and individualized diabetes care remains a
significant challenge in the face of the increasing complexity of diabetes management and a …
significant challenge in the face of the increasing complexity of diabetes management and a …
Enhancing the Capabilities of Continuous Glucose Monitoring With a Predictive App
P Herrero, M Andorrà, N Babion, H Bos, M Koehler… - 2024 - journals.sagepub.com
Background: Despite abundant evidence demonstrating the benefits of continuous glucose
monitoring (CGM) in diabetes management, a significant proportion of people using this …
monitoring (CGM) in diabetes management, a significant proportion of people using this …
[HTML][HTML] Artificial intelligence for diabetes: enhancing prevention, diagnosis, and effective management
M Khalifa, M Albadawy - Computer Methods and Programs in Biomedicine …, 2024 - Elsevier
Introduction Diabetes, a major cause of premature mortality and complications, affects
millions globally, with its prevalence increasing due to lifestyle factors and aging …
millions globally, with its prevalence increasing due to lifestyle factors and aging …
Impact of a novel diabetes support system on a cohort of individuals with type 1 diabetes treated with multiple daily injections: a multicenter randomized study
A Bisio, S Anderson, L Norlander, G O'Malley… - Diabetes …, 2022 - diabetesjournals.org
OBJECTIVE Achieving optimal glycemic control for many individuals with type 1 diabetes
(T1D) remains challenging, even with the advent of newer management tools, including …
(T1D) remains challenging, even with the advent of newer management tools, including …
Comparison of insulin dose adjustments made by artificial intelligence-based decision support systems and by physicians in people with type 1 diabetes using …
R Nimri, A Tirosh, I Muller, Y Shtrit… - Diabetes Technology …, 2022 - liebertpub.com
Objective: Artificial intelligence-based decision support systems (DSS) need to provide
decisions that are not inferior to those given by experts in the field. Recommended insulin …
decisions that are not inferior to those given by experts in the field. Recommended insulin …