Exponential growth of systematic reviews assessing artificial intelligence studies in medicine: challenges and opportunities
Thilo von Groote, Narges Ghoreishi, Maria Björklund, Christian Porschen, Livia Puljak
Abstract
The evidence-based medicine (EBM) movement is stepping up its efforts to assess medical artificial intelligence (AI) and data science studies. Since 2017, there has been a marked increase in the number of published systematic reviews that assess medical AI studies. Increasingly, data from observational studies are used in systematic reviews of medical AI studies. Assessment of risk of bias is especially important in medical AI studies to detect possible "AI bias".
Topics & Concepts
MedicineObservational studySystematic reviewMedical literatureMEDLINEData scienceArtificial intelligencePathologyComputer scienceLawPolitical scienceArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical ImagingMeta-analysis and systematic reviews