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cs.CL2025
Predicting Antibiotic Resistance Patterns Using Sentence-BERT: A Machine Learning Approach
Mahmoud Alwakeel, Michael E. Yarrington, Rebekah H. Wrenn +4
Antibiotic resistance poses a significant threat in in-patient settings with high mortality. Using MIMIC-III data, we generated Sentence-BERT embeddings from clinical notes and app…
cs.CL2023
Using natural language processing and structured medical data to phenotype patients hospitalized due to COVID-19
Feier Chang, Jay Krishnan, Jillian H Hurst +4
To identify patients who are hospitalized because of COVID-19 as opposed to those who were admitted for other indications, we compared the performance of different computable pheno…