Automated Categorization of Systemic Disease and Duration From Electronic Medical Record System Data Using Finite-State Machine Modeling: Prospective Validation Study.

Gumpili Sai Prashanthi Ayush Deva Ranganath Vadapalli Anthony Vipin Das

Published in: JMIR formative research (2020)

We demonstrated that the finite-state machine we developed in this study can be used to accurately identify disease names, associated keywords, and time durations from a large cohort of patient records obtained using an electronic medical record system.

Keyphrases

deep learning
machine learning
high throughput
electronic health record
big data