31 citations · 49 across the 9 of their papers we have counts for
Showing 2023Show all
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cs.CL2023★ 3 cited
Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks
Isotta Landi, Eugenia Alleva, Alissa A. Valentine +2
Despite being a unique source of information on patients' status and disease progression, clinical notes are characterized by high levels of duplication and information redundancy.…
cs.LG2023★ 2 cited
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets
Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska +11
The adoption of diagnosis and prognostic algorithms in healthcare has led to concerns about the perpetuation of bias against disadvantaged groups of individuals. Deep learning meth…