Decision Making in Medical Application-An Algorithmic Approach - Softcover

Kumar UM, Ashwin; Azam, Farooque; Priyadarshi, Neeraj

 
9786204203904: Decision Making in Medical Application-An Algorithmic Approach
Softcover
ISBN 10: 6204203908 ISBN 13: 9786204203904
Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

A large number of hospitals and healthcare set-ups are continuing to evolve, as they are finding better ways to institutionalize the adoption and universalize the use of healthcare information system (HIS), that assists in data gathering and sharing among inter-departmental (within hospitals) and inter-hospital (between hospitals) networks. Data mining techniques can be used in these settings to eliminate inefficiencies and overcome challenges in health care delivery, as identifying key patterns within the patient level data will help in understanding and thus timely action upon the key determinants of health prevents disease related burden. Finding an optimum algorithm based on data mining technique that is both effective and efficient, while extracting useful information for decision support from such ever growing HIS databases continues to be an unmet need.This work was subjected to ethical clearance and review at the Ethical Review Board (ERB) of the BGS Global hospital, Bangalore, India, and was duly approved before the study initiation. The book demonstrates results of cascading feature selection with Classification algorithm for medical datasets.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6204203908
ISBN 13 
9786204203904
Einband
Tapa blanda
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar