£178.60

Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare

Data Mining

Price data last checked 18 day(s) ago - will refresh soon

View at Amazon

We'll watch every seller, every day. One email when your price arrives.

This is the most expensive it has ever been. Walk away.

£179 today · previous high £179 · all-time low £172

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 73 days · 73 data points (no recent data)

Historical

Generating forecast…

Price Distribution

Price distribution over 73 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £172 (72 days, 98.6%)

Price range: £172 - £179

Price levels: 2 different prices over 73 days

Description

Healthcare systems face the challenge of delivering high-quality care while efficiently managing costs and resources. Traditional methods of performance evaluation often fall short when addressing the complex and diverse nature of healthcare operations. Data envelopment analysis (DEA) has been used to measure the efficiency of healthcare providers, but its linear, deterministic nature limits its adaptability to dynamic environments. In contrast, machine learning (ML) can handle complex, non-linear relationships and high-dimensional data, offering deeper insights and predictive capabilities. The synergy between DEA and ML presents an opportunity to overcome these limitations and drive more effective performance optimization. It leads to efficiency assessments through predictive analytics and improved resource allocation with data-driven insights and optimizing clinical pathways and decision support systems for better patient outcomes. Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare explores the integration of DEA and ML to enhance performance optimization in healthcare, improving efficiency, care quality, and resource management. It examines theoretical foundations, methodological innovations, and practical applications, providing a comprehensive resource with a key focus on development of algorithms to address challenges in healthcare optimization. Covering topics such as healthcare equipment manufacturing, human augmentation, and robotic surgery, this book is an excellent resource for hospital administrators, clinical managers, clinical decision-makers, policymakers, public health officials, professionals, researchers, scholars, academics, and more.

Product Specifications

Format: hardcover
ASIN: B0F7FJ9LCY
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 02 May 2025
Listed Since: 03 May 2025

Barcode

No barcode data available

Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare

This is the most expensive it has ever been. Walk away.

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Combining Visual Intelligence and Federated Learning in Smart Healthcare

Integrative Machine Learning and Optimization Algorithms for Disease Prediction

Hybrid Soft Computing Techniques for Machine Learning and Optimization

Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing

AI Model Design and Data Management for Disease Prediction

AI Model Design and Data Management for Disease Prediction

Exploiting Machine Learning for Robust Security

Predictive Algorithms for Rehabilitation and Assistive Systems

Navigating Health Information in the Age of Artificial Intelligence

Promoting Integrated Healthcare Systems Through Team-Based Healthcare

AI and Blockchain Applications for Privacy and Security in Smart Medical Systems

Enhancing Business Communications and Collaboration Through Data Science Applications

Intersecting AI and Medicine for Improved Care and Administrative Efficiency

Intersecting Natural Language Processing and FinTech Innovations in Service Marketing

Leveraging Urban Computing for Sustainable Urban Development

Modern Computing Technologies for EV Efficiency and Sustainable Energy Integration

Automating Software Defect Detection Through Machine Learning and LLMs

Enhancing Public Sector Accountability and Services Through Digital Innovation

Digital Leadership for Sustainable Higher Education

Enabling Collaborative Health Intelligence With Federated Learning

Optimizing Automation in Engineering With Energy Systems and Communication Networks

Harnessing AI for Control Engineering

Optimizing Automation in Engineering With Energy Systems and Communication Networks

Fusion of Multimodal Generative AI and Blockchain Technology in Digital Media