SOAP classifier for free-text clinical notes with domain-specific pre-trained language models

Author:

de Oliveira Jezer MachadoORCID,Antunes Rodolfo StoffelORCID,da Costa Cristiano AndrẽORCID

Funder

Instituto Federal do Rio Grande do Sul

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference53 articles.

1. A data science approach for early-stage prediction of Patient’s susceptibility to acute side effects of advanced radiotherapy;Aldraimli;Computers in Biology and Medicine,2021

2. Rule-based extraction of family history information from clinical notes;Almeida,2020

3. Publicly available clinical BERT embeddings;Alsentzer,2019

4. Use of an interactive online teaching module improved students’ ability to write a clinically appropriate SOAP note;Alvarez;J. Vet. Med. Educ.,2020

5. Construction of the literature graph in semantic scholar;Ammar,2018

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