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cs.CL2020
MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask Learning
Andriy Mulyar, Bridget T. McInnes
Clinical notes contain an abundance of important but not-readily accessible information about patients. Systems to automatically extract this information rely on large amounts of t…
cs.CL2019
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models
Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh +1
Clinical notes contain an extensive record of a patient's health status, such as smoking status or the presence of heart conditions. However, this detail is not replicated within t…