Healthcare System 4.0 Driven by Quantum Computing and Its Use Cases

Mysore, Naga Raju

doi:10.1201/9781003250357-7

Artificial Intelligence, Machine Learning and Blockchain in Quantum Satellite, Drone and Network 2022

DOI: 10.1201/9781003250357-7

|View full text |Cite

Healthcare System 4.0 Driven by Quantum Computing and Its Use Cases

Naga Raju Mysore¹

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Book1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Quantum Computing and Machine Learning for Transforming Precision Medicine and Drug Discovery

Yenduri,

M. H.,

Shahedhadeennisa

et al. 2024

Advances in Computer and Electrical Engineering

View full text Add to dashboard Cite

Quantum Machine Learning can be considered one of the transformational technologies in precision medicine and drug discovery because quantum computing combines immense processing power with high capability, predictive machine learning. This chapter will discuss the potential for QML to revolutionize complex biological data analysis to rapidly identify disease biomarkers and highly personalized treatment approaches. The chapter describes the two superior performances that can be achieved by quantum algorithms in simulating molecular interactions, and thereby drastically reducing time and cost in drug development. It also discusses key applications that include quantum-enhanced neural networks and support vector machines to diagnose diseases and predict outcomes of treatments. Challenges regarding scalability, noise reduction, and hardware limitations are discussed together with some very promising future directions. When quantum technology has reached full maturity, the opportunities it will give to machine learning will provide unparalleled breakthroughs in medical research.

show abstract

Quantum Computing and Machine Learning for Transforming Precision Medicine and Drug Discovery

Yenduri,

M. H.,

Shahedhadeennisa

et al. 2024

Advances in Computer and Electrical Engineering

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Healthcare System 4.0 Driven by Quantum Computing and Its Use Cases

Cited by 1 publication

References 0 publications

Quantum Computing and Machine Learning for Transforming Precision Medicine and Drug Discovery

Quantum Computing and Machine Learning for Transforming Precision Medicine and Drug Discovery

Contact Info

Product

Resources

About