Data science and artificial intelligence to improve clinical practice and research Journal of the American Medical Informatics Association Oxford Academic

Pattern recognition using machine learning methods is an area that exploded in recent years, given the increasing amount of available data. JAMIA has published an increased number of articles in this area in the past few years. Machine learning models to detect pulmonary nodules in CT scans are described by Grutzemacher (p. Developing new approaches to facilitate automation of clinical research is another area in which informatics has evolved considerably in the past few years. In particular, biomedical natural language processing and other methods to structure narrative text and voice recordings have motivated informatics research.