91 citations · 116 across the 9 of their papers we have counts for
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cs.CL2023★ 4 cited
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making
D. Umerenkov, G. Zubkova, A. Nesterov
Clinical Decision Support Systems (CDSS) utilize evidence-based knowledge and patient data to offer real-time recommendations, with Large Language Models (LLMs) emerging as a promi…
cs.CL2023
Predicting COVID-19 and pneumonia complications from admission texts
Dmitriy Umerenkov, Oleg Cherkashin, Alexander Nesterov +4
In this paper we present a novel approach to risk assessment for patients hospitalized with pneumonia or COVID-19 based on their admission reports. We applied a Longformer neural n…