Artificial Intelligence Techniques That May Be Applied to Primary Care Data to Facilitate Earlier Diagnosis of Cancer: Systematic Review.
Owain T JonesNatália CalanzaniSmiji SajiStephen W DuffyJon David EmeryWilliam T HamiltonHardeep SinghNiek J De WitFiona Mary WalterPublished in: Journal of medical Internet research (2021)
AI techniques have been applied to EHR-type data to facilitate early diagnosis of cancer, but their use in primary care settings is still at an early stage of maturity. Further evidence is needed on their performance using primary care data, implementation barriers, and cost-effectiveness before widespread adoption into routine primary care clinical practice can be recommended.
Keyphrases
- primary care
- artificial intelligence
- electronic health record
- big data
- systematic review
- clinical practice
- early stage
- machine learning
- papillary thyroid
- general practice
- deep learning
- squamous cell
- meta analyses
- healthcare
- childhood cancer
- lymph node metastasis
- young adults
- neoadjuvant chemotherapy
- sentinel lymph node