no code implementations • BioNLP (ACL) 2022 • George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen Chen
The International Classification of Diseases (ICD) system is the international standard for classifying diseases and procedures during a healthcare encounter and is widely used for healthcare reporting and management purposes.
no code implementations • 12 Apr 2021 • Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando Paulovich, Evangelos Milios
Machine Learning (ML) is widely used to automatically extract meaningful information from Electronic Health Records (EHR) to support operational, clinical, and financial decision-making.
1 code implementation • 20 Dec 2019 • John Giorgi, Xindi Wang, Nicola Sahar, Won Young Shin, Gary D. Bader, Bo wang
In this paper, we propose a neural, end-to-end model for jointly extracting entities and their relations which does not rely on external NLP tools and which integrates a large, pre-trained language model.