Swarm Intelligence and Machine Learning: Applications in Healthcare - Rilegato

 
9781032145792: Swarm Intelligence and Machine Learning: Applications in Healthcare
Rilegato
ISBN 10: 103214579X ISBN 13: 9781032145792
Casa editrice: CRC Press, 2022

Sinossi

Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from tons of data being generated for saving lives, reducing medical errors, enhancing efficiency, reducing costs and making the whole world a healthy place.

The book introduces techniques that developed using machine learning along with swarm intelligence in healthcare informatics. It also discusses one of the major applications of artificial intelligence: using machine learning to extract useful information from multimodal data optimally by using swarm intelligence. It reviews optimization methods that help to minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The objective of this book is to use swarm intelligence and machine learning techniques for various medical issues such as diagnosing cancer, brain tumor, diabetic retinopathy, heart diseases as well as drug design and development. The book will act as one-stop reference to think and explore swarm intelligence and machine learning algorithms seriously for real-time patient diagnosis.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Shikha Agarwal, Dac-Nhuong Le

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
103214579X
ISBN 13 
9781032145792
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
228
Redattore
Agarwal Shikha, Gupta Manish, Agrawal Jitendra, Le Dac-Nhuong, Kumar Gupta Kamlesh
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781032145822: Swarm Intelligence and Machine Learning: Applications in Healthcare

Edizione in evidenza

ISBN 10:  103214582X ISBN 13:  9781032145822
Casa editrice: CRC Press, 2024
Brossura