Articles liés à CLINICAL PREDICTIVE MODEL USING MACHINE LEARNING

CLINICAL PREDICTIVE MODEL USING MACHINE LEARNING - Couverture souple

ZEESHAN, MOHAMMAD; Kumar, Ashutosh; Shekhar, Ravi

 
9786205517093: CLINICAL PREDICTIVE MODEL USING MACHINE LEARNING
Couverture souple
ISBN 10 : 6205517094 ISBN 13 : 9786205517093
Editeur : LAP LAMBERT Academic Publishing, 2022

Synopsis

In the healthcare industry, big data analytics is extremely important, evidently since the industry itself is home to a vast sea of datasets. Analytics is used to examine these datasets and uncover hidden information and trends in order to extract knowledge and anticipate outcomes. The current existing approaches lack considerable categorization and prediction accuracy since the fetching of structured healthcare and clinical data is time-consuming and accurate prediction of diseases using real-time reports is a tough and computationally intensive task. Therefore, understanding motives behind machine learning approaches in healthcare are essential, since precision and accuracy are often critical in healthcare problems. The aims is to build a generalized clinical machine learning predictive model using supervised classification algorithms, in-order to predict various common yet severe health diseases through a binary output.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2022
Langue
anglais
ISBN 10 
6205517094
ISBN 13 
9786205517093
Reliure
Broché
Nombre de pages
96
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne