48 citations · 51 across the 3 of their papers we have counts for
3 papers
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining
Zachariah Zhang, Jingshu Liu, Narges Razavian
Clinical interactions are initially recorded and documented in free text medical notes. ICD coding is the task of classifying and coding all diagnoses, symptoms and procedures asso…
Deep EHR: Chronic Disease Prediction Using Medical Notes
Jingshu Liu, Zachariah Zhang, Narges Razavian
Early detection of preventable diseases is important for better disease management, improved inter-ventions, and more efficient health-care resource allocation. Various machine lea…
Iterated geometric harmonics for data imputation and reconstruction of missing data
Chad Eckman, Jonathan A. Lindgren, Erin P. J. Pearse +2
The method of geometric harmonics is adapted to the situation of incomplete data by means of the iterated geometric harmonics (IGH) scheme. The method is tested on natural and synt…