21 citations · 42 across the 6 of their papers we have counts for
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cs.CL2025
Can human clinical rationales improve the performance and explainability of clinical text classification models?
Christoph Metzner, Shang Gao, Drahomira Herrmannova +1
AI-driven clinical text classification is vital for explainable automated retrieval of population-level health information. This work investigates whether human-based clinical rati…
cs.CL2018
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
Drahomira Herrmannova, Steven R. Young, Robert M. Patton +3
Identifying and extracting data elements such as study descriptors in publication full texts is a critical yet manual and labor-intensive step required in a number of tasks. In thi…