Kommande
Kropp & själ
Machine Learning in Biomedical and Health Informatics
Sudip Kumar Sahana • Rajendrani Mukherjee • Panchali Datta Choudhury • Prasenjit Chatterjee
Inbunden
2819:-
Machine learning is playing an indispensable role in framing clinical decisions and enhancing accuracy. This new book offers a comprehensive take on the field of biomedical and health informatics, discussing topics that include predictive health analytics, pandemic management, AI ethics, application and integration of Internet of Things and machine learning for effective healthcare, and more. The book covers a range of bioinformatics tools and methods and their relation to drug designing and drug screening using ML. Several chapters cover clustering techniques and other methods for analyzing human heart-related disorders. The authors also explore the use of ML in creating adaptive therapies for using chemotherapy and androgen deprivation therapy for prostate cancer and for tracking diseases such as Parkinson's Speech, Covid-19, and others. Case studies are included that demonstrate the practical use of ML in healthcare informatics.
- Format: Inbunden
- ISBN: 9781774919545
- Språk: Engelska
- Antal sidor: 266
- Utgivningsdatum: 2025-09-23
- Förlag: Apple Academic Press Inc.