Optimizing Hospital Wide Patient Scheduling

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Optimizing Hospital Wide Patient Scheduling

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Author : Daniel Gartner
language : en
Publisher: Springer
Release Date : 2015-05-23

Optimizing Hospital Wide Patient Scheduling written by Daniel Gartner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-23 with Business & Economics categories.

Diagnosis-related groups (DRGs) are used in hospitals for the reimbursement of inpatient services. The assignment of a patient to a DRG can be distinguished into billing- and operations-driven DRG classification. The topic of this monograph is operations-driven DRG classification, in which DRGs of inpatients are employed to improve contribution margin-based patient scheduling decisions. In the first part, attribute selection and classification techniques are evaluated in order to increase early DRG classification accuracy. Employing mathematical programming, the hospital-wide flow of elective patients is modelled taking into account DRGs, clinical pathways and scarce hospital resources. The results of the early DRG classification part reveal that a small set of attributes is sufficient in order to substantially improve DRG classification accuracy as compared to the current approach of many hospitals. Moreover, the results of the patient scheduling part reveal that the contribution margin can be increased as compared to current practice.

Handbook Of Healthcare Operations Management

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Author : Brian T. Denton
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-02-28

Handbook Of Healthcare Operations Management written by Brian T. Denton and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-28 with Business & Economics categories.

From the Preface: Collectively, the chapters in this book address application domains including inpatient and outpatient services, public health networks, supply chain management, and resource constrained settings in developing countries. Many of the chapters provide specific examples or case studies illustrating the applications of operations research methods across the globe, including Africa, Australia, Belgium, Canada, the United Kingdom, and the United States. Chapters 1-4 review operations research methods that are most commonly applied to health care operations management including: queuing, simulation, and mathematical programming. Chapters 5-7 address challenges related to inpatient services in hospitals such as surgery, intensive care units, and hospital wards. Chapters 8-10 cover outpatient services, the fastest growing part of many health systems, and describe operations research models for primary and specialty care services, and how to plan for patient no-shows. Chapters 12 – 16 cover topics related to the broader integration of health services in the context of public health, including optimizing the location of emergency vehicles, planning for mass vaccination events, and the coordination among different parts of a health system. Chapters 17-18 address supply chain management within hospitals, with a focus on pharmaceutical supply management, and the challenges of managing inventory for nursing units. Finally, Chapters 19-20 provide examples of important and emerging research in the realm of humanitarian logistics.

Proceedings Of International Conference On Computational Intelligence

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Author : Ritu Tiwari
language : en
Publisher: Springer Nature
Release Date : 2024-07-17

Proceedings Of International Conference On Computational Intelligence written by Ritu Tiwari and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-17 with Computers categories.

The book presents high-quality research papers presented at International Conference on Computational Intelligence (ICCI 2023) held at Sardar Vallabhbhai National Institute of Technology, Surat, India, during 4–5 November 2023. The topics covered are artificial intelligence, neural network, deep learning techniques, fuzzy theory and systems, rough sets, self-organizing maps, machine learning, chaotic systems, multi-agent systems, computational optimization ensemble classifiers, reinforcement learning, decision trees, support vector machines, hybrid learning, statistical learning, metaheuristics algorithms, machine vision, Internet of Things, image processing, image segmentation, data clustering, sentiment analysis, big data, computer networks, signal processing, supply chain management, web and text mining, distributed systems, bioinformatics, embedded systems, expert system, forecasting, pattern recognition, planning and scheduling, time series analysis, human-computer interaction, web mining, natural language processing, multimedia systems, and quantum computing.

Optimizing Patient Flow

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Author : Eugene Litvak
language : en
Publisher:
Release Date : 2018

Optimizing Patient Flow written by Eugene Litvak and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Hospital care categories.

Optimizing patient flow : advanced strategies for managing variability to enhance access, quality, and safety offers readers innovate techniques for maximizing patient flow and improving operations management while providing clear examples of successful impementation. This all-new book can help health care organizations to reduce and manage variability, thereby increasing the reliablity of systems and processes and improving health care quality and safety.

Medinfo 2017 Precision Healthcare Through Informatics

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Author : A.V. Gundlapalli
language : en
Publisher: IOS Press
Release Date : 2018-01-31

Medinfo 2017 Precision Healthcare Through Informatics written by A.V. Gundlapalli and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-31 with Medical categories.

Medical informatics is a field which continues to evolve with developments and improvements in foundational methods, applications, and technology, constantly offering opportunities for supporting the customization of healthcare to individual patients. This book presents the proceedings of the 16th World Congress of Medical and Health Informatics (MedInfo2017), held in Hangzhou, China, in August 2017, which also marked the 50th anniversary of the International Medical Informatics Association (IMIA). The central theme of MedInfo2017 was "Precision Healthcare through Informatics", and the scientific program was divided into five tracks: connected and digital health; human data science; human, organizational, and social aspects; knowledge management and quality; and safety and patient outcomes. The 249 accepted papers and 168 posters included here span the breadth and depth of sub-disciplines in biomedical and health informatics, such as clinical informatics; nursing informatics; consumer health informatics; public health informatics; human factors in healthcare; bioinformatics; translational informatics; quality and safety; research at the intersection of biomedical and health informatics; and precision medicine. The book will be of interest to all those who wish to keep pace with advances in the science, education, and practice of biomedical and health informatics worldwide.

Intelligent Sustainable Systems

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Author : Atulya Nagar
language : en
Publisher: Springer Nature
Release Date : 2025-08-02

Intelligent Sustainable Systems written by Atulya Nagar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-02 with Computers categories.

This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2024) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in four volumes. The book is helpful for active researchers and practitioners in the field.

Optimizing Your Capacity To Care

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Author : Pierce Story, MPHM
language : en
Publisher: CRC Press
Release Date : 2017-12-19

Optimizing Your Capacity To Care written by Pierce Story, MPHM and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-19 with Business & Economics categories.

Our nation's capacity to care is becoming increasingly stressed as an aging and increasingly unhealthy population collides with a relative reduction in the numbers of clinicians and ever-tightening financial resources. If even the mildest of future-state predictions are to be believed, we need a significant restructuring of our entire healthcare system and its total Capacity to Care, such that we can simultaneously improve care capacity, cost, quality, accessibility, and resource gratification. Optimizing Your Capacity to Care: A Systems Approach to Hospital and Population Health Management provides comprehensive guidance to a new way to optimize and manage community-wide Care Capacity via a unique, holistic approach to healthcare operations. Through clear examples and actual project results, the book demonstrates the outcomes of a systems-level way of thinking about a community's Capacity to Care that incorporates and integrates the full spectrum of available clinical and communal resources into the care of patients, including hospitals, physicians, emergency departments, surgical services, local churches, civic organizations, pharmacies, and volunteers. The book details operational models for each major department of the hospital and a fully integrated communal resource pool to demonstrate how the optimization of capacity, resource utilization, cost, and clinical outcomes can be attained. And by providing healthcare leaders with a deeper understanding of key elements missing from the most common process improvement methodologies and approaches, this book offers fresh perspectives and bold alternatives for hospitals, health systems, and entire communities.

Healthcare Management Optimization Of Resources And Determining Success And Performance Factors

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Author : Dr. Imran Aslan
language : en
Publisher: Lulu.com
Release Date : 2016-08-17

Healthcare Management Optimization Of Resources And Determining Success And Performance Factors written by Dr. Imran Aslan and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-17 with Science categories.

One of the aims of this study is to find weaknesses and strengths of healthcare industry by defining problems, finding solutions and suggesting some models through existing studies and analyzing current healthcare system in Turkey and other developed countries. These critical parts are tried to be modeled in case studies in each chapter such as dialysis analysis, breast cancer, congestion of system, stress, queues etc. Main problems depending on hospital type are defined and some solutions are tried to be developed. Later, the existing systems of the hospitals are generalized. Opportunities and threats of specific and general situations are determined in healthcare by SWOT analysis. Moreover, SWOT method and bench-marking are used to deploy strategies by TOWS matrix. This book can be used in every country to improve their current healthcare system and increase learning and awareness in health.

Data Leadership In The Age Of Ai Building Intelligent Scalable Analytics Systems 2025

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Author : Author : 1-Rajesh Sura, Author : 2-Dr. Sudhanshu Maurya
language : en
Publisher: RAVEENA PRAKASHAN OPC PVT LTD
Release Date :

Data Leadership In The Age Of Ai Building Intelligent Scalable Analytics Systems 2025 written by Author : 1-Rajesh Sura, Author : 2-Dr. Sudhanshu Maurya and has been published by RAVEENA PRAKASHAN OPC PVT LTD this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

PREFACE In an era where data is becoming the cornerstone of innovation and business growth, the ability to leverage this resource effectively has never been more crucial. As artificial intelligence (AI) continues to evolve and influence nearly every facet of business, organizations face the challenge of not only managing vast amounts of data but also transforming that data into actionable insights that drive decision-making and strategic direction. In this context, data leadership has emerged as a critical skill for businesses, government organizations, and technology leaders alike. The role of data leaders, those who are responsible for guiding organizations through data-driven transformations—has shifted from overseeing data collection and management to fostering a culture of intelligence, scalability, and innovation through advanced analytics. This book, Data Leadership in the Age of AI: Building Intelligent, Scalable Analytics Systems, aims to explore the evolving landscape of data leadership, offering insights into how organizations can build and scale intelligent analytics systems that leverage AI to drive efficiency, innovation, and competitive advantage. The integration of AI into data analytics systems is not just about enhancing existing processes but about fundamentally changing how organizations process, analyze, and derive value from data. With AI technologies like machine learning, natural language processing, and deep learning becoming more accessible and integrated into everyday operations, organizations must learn to navigate this new terrain with a strategic approach to data leadership. Data leadership is a multifaceted discipline that goes beyond simply managing data. It involves creating a vision for how data should be utilized to generate value, building scalable architectures that can support massive volumes of data, and developing the organizational culture necessary to foster collaboration, creativity, and innovation. As companies seek to implement AI-powered analytics systems, they must confront the complexities of data governance, data privacy, ethical concerns, and technological integration. A successful data leader is one who can effectively manage these complexities, ensuring that data systems are not only robust and scalable but also ethical, secure, and aligned with organizational goals. In this book, we will delve into the principles and strategies required to build intelligent, scalable analytics systems. We will explore key topics such as data architecture, data governance, and AI-driven insights, providing practical guidance for data leaders on how to design systems that can scale with the growing demands of today’s data-rich world. We will also examine how to foster a data-driven culture within organizations, ensuring that data and AI are at the heart of decision-making processes. Furthermore, this book will highlight case studies from leading organizations that have successfully integrated AI into their data analytics frameworks, showcasing the real-world applications and benefits of these systems. Through the insights and strategies presented in this book, readers will gain a deeper understanding of the intersection of data leadership and AI technologies, learning how to harness the power of AI to build intelligent systems that not only handle data on a scale but also extract meaningful, actionable insights in real time. Whether you are a data professional, a business leader, or someone looking to better understand the future of analytics in the AI-driven world, this book offers a comprehensive guide to navigating the evolving landscape of data leadership and AI-powered analytics. As we continue to move further into the age of AI, the role of data leadership will become even more critical to the success of organizations across industries. This book serves as a resource for those ready to take the helm in building intelligent, scalable analytics systems that will help drive their organizations forward into a new era of innovation and data-driven decision-making. Authors

Ai Powered Digital Twins For Predictive Healthcare Creating Virtual Replicas Of Humans

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Author : S., Balasubramaniam
language : en
Publisher: IGI Global
Release Date : 2025-03-28

Ai Powered Digital Twins For Predictive Healthcare Creating Virtual Replicas Of Humans written by S., Balasubramaniam and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-28 with Medical categories.

AI-powered digital twins for predictive healthcare may revolutionize monitoring, diagnosis, and treatment of health conditions. By leveraging AI, machine learning, and data, to utilizing wearable devices, medical imaging, genetic profiles, and clinical records, digital twins can simulate a wide range of health scenarios and predict outcomes with accuracy. This innovation allows for proactive, individualized care by forecasting disease risks, optimizing treatment plans, and enabling real-time health monitoring. AI-driven digital twins offer insights into how various treatments, environmental factors, and lifestyle changes might affect long-term health. As healthcare becomes data-driven, the potential of AI-powered digital twins to transform patient care may reduce hospital admissions, improve outcomes, and reshape the future of medicine. AI-Powered Digital Twins for Predictive Healthcare: Creating Virtual Replicas of Humans explores the science, technology, and real-world applications behind digital twins. It examines how these digital replicas are used for predictive healthcare, accelerating drug discovery, simulating surgical outcomes, and personalizing therapeutic interventions based on real-time, AI-driven insights. This book covers topics such as digital twins, healthcare monitoring, and ethics and law, and is a useful resource engineers, healthcare professionals, academicians, researchers, and scientists.