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Paul Grundmann

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
2022

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction

COLING 2022main

Diagnosis prediction on admission notes is a core clinical task. However, these notes may incompletely describe the patient. Also, clinical language models may suffer from idiosyncratic language or imbalanced vocabulary for describing diseases or symptoms. We tackle the task of diagnosis prediction,…