Abstract
The Organisation for the Review of Care and Health Apps (ORCHA) is a UK based digital health compliance company. This study examines the data set of more than 2000 digital health apps assessed with ORCHA assessment tool. ORCHA assessment tool consists of approximately 300 questions and is used to assess digital health apps for quality (defined as "compliance with best practice standards"). The objective of the study was to select a small number (1-5) of important questions form the tool and determine if the app will pass or fail assessment. Accuracy was 76% with logistic regression and 78% with random forest.
| Original language | English |
|---|---|
| Title of host publication | Towards Rapid Quality Reviews for Digital Health Apps: A Machine Learning Approach |
| Number of pages | 4 |
| Publication status | Accepted/In press - 9 Mar 2023 |
| Event | Workgroup on Interactive Systems in Healthcare (WISH) - Hamburg, Germany Duration: 28 Apr 2023 → 28 Apr 2023 https://sites.uci.edu/wish2023/ |
Conference
| Conference | Workgroup on Interactive Systems in Healthcare (WISH) |
|---|---|
| Abbreviated title | WISH |
| Country/Territory | Germany |
| City | Hamburg |
| Period | 28/04/23 → 28/04/23 |
| Internet address |
Keywords
- machine learning
- quality assessment
- digital health
- mHealth
