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20132025
most citedA Comparative Study of Pretrained Language Models for Long Clinical Text

146 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CL2023★ 146 cited

A Comparative Study of Pretrained Language Models for Long Clinical Text

Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad +2

Objective: Clinical knowledge enriched transformer models (e.g., ClinicalBERT) have state-of-the-art results on clinical NLP (natural language processing) tasks. One of the core li…

cs.CL2018

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Yizhen Zhong, Luke Rasmussen, Yu Deng +10

The automatic development of phenotype algorithms from Electronic Health Record data with machine learning (ML) techniques is of great interest given the current practice is very t…

cs.CL2018

Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective

Yuan Luo, Peter Szolovits

This paper presents a Lisp architecture for a portable NLP system, termed LAPNLP, for processing clinical notes. LAPNLP integrates multiple standard, customized and in-house develo…