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researcher

E. Bernstam

2 papers hereh-index 365.7k citations192 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

most citedGeneralized and Transferable Patient Language Representation for Phenotyping with Limited Data

10 citations · 10 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2021★ 10 cited

Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data

Yuqi Si, Elmer V Bernstam, Kirk Roberts

The paradigm of representation learning through transfer learning has the potential to greatly enhance clinical natural language processing. In this work, we propose a multi-task p…

q-bio.QM2019

A frame semantic overview of NLP-based information extraction for cancer-related EHR notes

Surabhi Datta, Elmer V Bernstam, Kirk Roberts

Objective: There is a lot of information about cancer in Electronic Health Record (EHR) notes that can be useful for biomedical research provided natural language processing (NLP)…

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