Safwan Hossain

Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP

2020 · arXiv (Cornell University)

Clinical machine learning is increasingly multimodal, collected in both structured tabular formats and unstructured forms such as freetext. We propose a novel task of exploring fairness on a multimodal clinical dataset, adopting equalized odds for …