Algorithm Management Optimization: Intelligent Series Algorithm Management in Healthcare

Algorithm Management Optimization: Intelligent Series Algorithm Management in Healthcare takes a forward-looking approach to the deployment, management, and optimization of series algorithms within modern healthcare systems.

The book addresses the critical need for efficient, secure, and scalable algorithmic solutions that enhance decision-making, improve operational efficiency, and support real-time healthcare delivery.

Structured across ten chapters, the book explores the design, implementation, and governance of intelligent algorithmic systems in healthcare. It begins by introducing adaptive algorithm frameworks for hospital management, focusing on patient flow optimization, workforce planning, and predictive modelling using real-time data and machine learning. Subsequent chapters examine cost-effective resource allocation strategies enabled by AI, cloud computing, automation, and parallel processing, highlighting improvements in scheduling efficiency and reductions in operational costs.

The book further explores performance benchmarking in community medicine using key metrics such as accuracy, latency, throughput, and scalability, as well as automated monitoring systems for continuous optimization. It also addresses the role of advanced intelligent systems in public health governance, including epidemic prediction, genomic analytics, and healthcare resource management. Additional chapters focus on blockchain-based security for electronic health records, algorithm lifecycle management, risk mitigation, and ethical considerations in medical AI deployment.

Key Features

- Comprehensive framework for intelligent series algorithm management in hospital management and patient flow optimization.
- AI- and ML-based and cloud-based strategies for cost-effective resource allocation with performance-based benchmarking using real-time metrics and monitoring systems.
- Blockchain-enabled security solutions for data integrity in electronic health records.
- Scalable distributed architectures for public health and emergency response systems.
- Integration of interdisciplinary team structures for algorithm deployment and oversight.

Target Readership :

Researchers, academics, students and professionals in artificial intelligence, machine learning, healthcare informatics, and operations management.

Editor(s):

Abhishek Kumar
Department of Computer Science
Chandigarh University
Mohali, Punjab
India

Pramod Singh Rathore
Department of Computer and Communication Engineering
Manipal University Jaipur
Jaipur, Rajasthan
India

Kumari Lipi
Akhildev IPR and Research Services
Noida, Uttar Pradesh
India

Sachin Ahuja
University Institute of Engineering (UIE)
Chandigarh University
Mohali, Punjab
India

J. Reyes Juárez Ramírez
Facultad de Ciencias Químicas e Ingeniería
Universidad Autónoma de Baja California
Tijuana, Baja California
Mexico

Contributor(s):

Ajay Pednekar
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Ashish Alok
Department of Mass Communication & Journalism
Dr. Ram Dayal Munda Tribal Welfare Research Institute
Ranchi, Jharkhand
India

Anil Bhattad
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Emmanuel Bhore
Department of Orthopaedics
Krishna Institute of Medical Sciences, Krishna Vishwa Vidhyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Ganesh Thorat
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Girish Gadre
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Hemanth Kumar R. G.
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Ibrahim Kadriinamdar
Department Commerce and Management
Sri Balaji University
Pune, Maharashtra
India

Inamdar Sharifnawaj Y.
Department of Computer Science & Engineering
Jaywant College of Engineering & Polytechnic
K.M.Gad, Maharashtra
India

Jujar Komal
Electrical Department
Jaywant College of Engineering & Polytechnic
K.M. Gad, Maharashtra
India

Kalpana Malpe
Department of Computer Science
Suryodaya College of Engineering and Technology
Nagpur, Maharashtra
India

Kale Amruta B.
Department of Electronics and Telecommunication Engineering
Jaywant College of Engineering & Polytechnic
K.M. Gad, Maharashtra
India

Kadam Shrikant Rangrao
Department of Computer Engineering
Jaywant College of Engineering & Polytechnic
K.M. Gad, Maharashtra
India

Kirti Thakur
Department of Chemistry
Mittal Institute of Technology
Bhopal, Madhya Pradesh
India

M. M. Thorat
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Manisha Paliwal
Department of Research and Development Cell
Sri Balaji University
Pune, Maharashtra
India

Mario Antony
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Madhuranjan Vatsa
Department of Research and Development
Akhildev IPR and Research Services
Greater Noida, Uttar Pradesh
India

Nikhilchandra Mahajan
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

P. N. Kulkarni
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Patil Ashish N.
Department of Computer Engineering
Jaywant College of Engineering & Polytechnic
K.M.Gad, Maharashtra
India

Patil Nitin S.
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Patil Zunjar V.
Electronics and Telecommunication Engineering Department
Jaywant College of Engineering & Polytechnic
K.M.Gad, Maharashtra
India

Pawar Atul Namdev
Department of Computer Engineering
Jaywant College of Engineering & Polytechnic
K.M.Gad, Maharashtra
India

Ravindra S. Patil
Department of Emergency Medicine
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Sandeep Patil
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Sharmishtha K. Garud
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Shinde Patil Girisha Suresh
Department of Computer Science
Jaywant College of Engineering & Polytechnic
K.M.Gad, Maharashtra
India

Swapnil Bhanudas Kadam
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Sweta Colvin
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed To Be University"
Taluka-Karad, Maharashtra
India

Uddhav T. Kumbhar
Department of Community Medicine
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

Vivek Redkar
Krishna Institute of Medical Sciences, Krishna Vishwa Vidyapeeth "Deemed to be University"
Taluka-Karad, Maharashtra
India

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