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pro vyhledávání: '"Malyska, Michal"'
The International Classification of Diseases (ICD) system is the international standard for classifying diseases and procedures during a healthcare encounter and is widely used for healthcare reporting and management purposes. Assigning correct codes
Externí odkaz:
http://arxiv.org/abs/2204.10408
Autor:
Ferreira, Martha Dais, Malyska, Michal, Sahar, Nicola, Miotto, Riccardo, Paulovich, Fernando, Milios, Evangelos
Machine Learning (ML) is widely used to automatically extract meaningful information from Electronic Health Records (EHR) to support operational, clinical, and financial decision-making. However, ML models require a large number of annotated examples
Externí odkaz:
http://arxiv.org/abs/2104.05741
Autor:
Costa, Alister D, Denkovski, Stefan, Malyska, Michal, Moon, Sae Young, Rufino, Brandon, Yang, Zhen, Killian, Taylor, Ghassemi, Marzyeh
Multiple Sclerosis (MS) is a chronic, inflammatory and degenerative neurological disease, which is monitored by a specialist using the Expanded Disability Status Scale (EDSS) and recorded in unstructured text in the form of a neurology consult note.
Externí odkaz:
http://arxiv.org/abs/2010.15316