3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.CL2020
Quantification of BERT Diagnosis Generalizability Across Medical Specialties Using Semantic Dataset Distance
Mihir P. Khambete, William Su, Juan Garcia +1
Deep learning models in healthcare may fail to generalize on data from unseen corpora. Additionally, no quantitative metric exists to tell how existing models will perform on new d…
cs.LG2020★ 3 cited
Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis
FNU Shweta, Karthik Murugadoss, Samir Awasthi +24
Understanding the temporal dynamics of COVID-19 patient phenotypes is necessary to derive fine-grained resolution of pathophysiology. Here we use state-of-the-art deep neural netwo…