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Amy Siu

2 accepted papers

2024

Data Drift in Clinical Outcome Prediction from Admission Notes

COLING 2024main

Clinical NLP research faces a scarcity of publicly available datasets due to privacy concerns. MIMIC-III marked a significant milestone, enabling substantial progress, and now, with MIMIC-IV, the dataset has expanded significantly, offering a broader scope. In this paper, we focus on the task of pre…

Cited by 1SourcePDFScholar
2020

TrainX – Named Entity Linking with Active Sampling and Bi-Encoders

COLING 2020system demonstrations

We demonstrate TrainX, a system for Named Entity Linking for medical experts. It combines state-of-the-art entity recognition and linking architectures, such as Flair and fine-tuned Bi-Encoders based on BERT, with an easy-to-use interface for healthcare professionals. We support medical experts in a…