Search Results for author: Jessie Liu

Found 2 papers, 1 papers with code

Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis

1 code implementation17 Aug 2021 Jessie Liu, Blanca Gallego, Sebastiano Barbieri

LDU was evaluated on the diagnosis of myocardial infarction (using discharge summaries), the diagnosis of any comorbidities (using structured data), and the diagnosis of pleural effusion and pneumothorax (using chest x-rays), and compared with 'learning to defer without uncertainty information' (LD) and 'direct triage by uncertainty' (DT) methods.

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