Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

Autor: Anne A. H. de Hond, Artuur M. Leeuwenberg, Lotty Hooft, Ilse M. J. Kant, Steven W. J. Nijman, Hendrikus J. A. van Os, Jiska J. Aardoom, Thomas P. A. Debray, Ewoud Schuit, Maarten van Smeden, Johannes B. Reitsma, Ewout W. Steyerberg, Niels H. Chavannes, Karel G. M. Moons

Publikováno v: npj Digital Medicine, Vol 5, Iss 1, Pp 1-13 (2022)

Abstract While the opportunities of ML and AI in healthcare are promising, the growth of complex data-driven prediction models requires careful quality and applicability assessment before they are applied and disseminated in daily practice. This scop

Externí odkaz: https://doaj.org/article/6d457ef87593436480c56d463e4239db

Optimizing the Acceptability, Adherence, and Inclusiveness of the COVID Radar Surveillance App: Qualitative Study Using Focus Groups, Thematic Content Analysis, and Usability Testing

Autor: Bas Splinter, Nicholas H Saadah, Niels H Chavannes, Jessica C Kiefte-de Jong, Jiska J Aardoom

Publikováno v: JMIR Formative Research, 6(9). JMIR PUBLICATIONS, INC

Background The COVID Radar app was developed as a population-based surveillance instrument to identify at-risk populations and regions in response to the COVID-19 pandemic. The app boasts of >8.5 million completed questionnaires, with >280,000 unique

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d7ba3cb6fc2e4ed9a690bf5264109f53
https://hdl.handle.net/1887/3562861

Using Animated Videos to Promote the Accessibility and Understandability of Package Leaflets: Retrospective Observational Study Evaluating the First Year of Implementation (Preprint)

Autor: Liselot N van den Berg, Niels H Chavannes, Jiska J Aardoom

BACKGROUND The medication package leaflet is the most used and trusted source of information in the home situation but is often incomprehensible for individuals, especially for those with limited health literacy. The platform “Watchyourmeds” comp

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::51f0cc40a03cadc989b5ce93e0e7c9f5
https://doi.org/10.2196/preprints.40914

A Pharmacy-Based eHealth Intervention Promoting Correct Use of Medication in Patients With Asthma and COPD: Nonrandomized Pre-Post Study

Autor: Kyma Schnoor, Anke Versluis, Robbert Bakema, Sanne van Luenen, Marcel J Kooij, J Maurik van den Heuvel, Martina Teichert, Persijn J Honkoop, Job F M van Boven, Niels H Chavannes, Jiska J Aardoom

Publikováno v: Journal of Medical Internet Research, 24(6)
Journal of Medical Internet Research, 24(6):e32396. JMIR PUBLICATIONS, INC
Journal of Medical Internet Research, e32396, 1-15
Journal of Medical Internet Research, 24(6). JMIR PUBLICATIONS, INC

Background Asthma and chronic obstructive pulmonary disease (COPD) affect millions of people worldwide. While medication can control and improve disease symptoms, incorrect use of medication is a common problem. The eHealth intervention SARA (Service

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3a8040649782cd3cd844687f1cf37112
https://hdl.handle.net/1887/3616935

Cost-effectiveness of eHealth interventions compared to treatment as usual for people with mental disorders: a systematic review and meta-analysis of randomized controlled trials (Preprint)

Autor: Pieter J. Rohrbach, Alexandra E. Dingemans, Catharine Evers, Eric F. Van Furth, Philip Spinhoven, Jiska J. Aardoom, Irene Lähde, Fleur C. Clemens, M. Elske Van den Akker-Van Marle

BACKGROUND Economic costs of mental disorders for society are huge. Internet-based interventions are often coined as cost-effective alternative to usual care, but evidence is mixed. OBJECTIVE The aim was to review the literature on cost-effectiveness

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d4725da58eb37984470b07e4710fd356
https://doi.org/10.2196/preprints.38204