Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era - Proceedings of the 2021 EFMI Special Topic Conference, EFMI-STC 2021, Virtual Event / Seville, Spain, 22 - 24 November 2021

The proceedings contain 38 papers. The topics discussed include: encoding health records into pathway representations for deep learning;a learning framework for medical image-based intelligent diagnosis from imbalanced datasets;assessing acceptance level of a hybrid clinical decision support systems;a data-driven intervention framework for improving adherence to growth hormone therapy based on clustering analysis and traffic light alerting systems;best research practice implementation: the experience of the N.N. Burdenko National Medical Research Center of Neurosurgery;pilot study of an e-cohort to monitor adverse event for patient with hip prostheses from clinical data warehouse;extraction of temporal structures for clinical events in unlabeled free-text electronic health records in Russian;and automated modeling of clinical narrative with high definition natural language processing using Solor and analysis normal form.