Artificial Intelligence and Machine Learning in Healthcare

Written By Ankur Saxena
Artificial Intelligence and Machine Learning in Healthcare
  • Publsiher : Springer Nature
  • Release : 06 May 2021
  • ISBN : 9811608113
  • Pages : 228 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Artificial Intelligence and Machine Learning in Healthcare written by Ankur Saxena which was release on 06 May 2021, this book published by Springer Nature. Available in PDF, EPUB and Kindle Format. Book excerpt: This book reviews the application of artificial intelligence and machine learning in healthcare. It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data and models. The initial chapters of the book cover the practical applications of artificial intelligence for disease prognosis & management. Further, the role of artificial intelligence and machine learning is discussed with reference to specific diseases like diabetes mellitus, cancer, mycobacterium tuberculosis, and Covid-19. The chapters provide working examples on how different types of healthcare data can be used to develop models and predict diseases using machine learning and artificial intelligence. The book also touches upon precision medicine, personalized medicine, and transfer learning, with the real examples. Further, it also discusses the use of machine learning and artificial intelligence for visualization, prediction, detection, and diagnosis of Covid -19. This book is a valuable source of information for programmers, healthcare professionals, and researchers interested in understanding the applications of artificial intelligence and machine learning in healthcare.

Artificial Intelligence and Machine Learning in Healthcare

Artificial Intelligence and Machine Learning in Healthcare
  • Author : Ankur Saxena,Shivani Chandra
  • Publisher : Springer Nature
  • Release Date : 2021-05-06
  • Total pages : 228
  • ISBN : 9811608113
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Summary : This book reviews the application of artificial intelligence and machine learning in healthcare. It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data ...

Handbook of Artificial Intelligence in Healthcare

Handbook of Artificial Intelligence in Healthcare
  • Author : Chee-Peng Lim
  • Publisher : Springer Nature
  • Release Date : 2022-06-25
  • Total pages : 212
  • ISBN : 9811608113
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Summary : Download or read online Handbook of Artificial Intelligence in Healthcare written by Chee-Peng Lim, published by Springer Nature which was released on . Get Handbook of Artificial Intelligence in Healthcare Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence and Machine Learning in Public Healthcare

Artificial Intelligence and Machine Learning in Public Healthcare
  • Author : KC Santosh,Loveleen Gaur
  • Publisher : Springer Nature
  • Release Date : 2022-01-01
  • Total pages : 74
  • ISBN : 9811608113
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Summary : This book discusses and evaluates AI and machine learning (ML) algorithms in dealing with challenges that are primarily related to public health. It also helps find ways in which we can measure possible consequences and societal impacts by taking the following factors into account: open public health issues and common ...

Machine Learning and AI for Healthcare

Machine Learning and AI for Healthcare
  • Author : Arjun Panesar
  • Publisher : Apress
  • Release Date : 2019-02-04
  • Total pages : 368
  • ISBN : 9811608113
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Summary : Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges. You’ll discover the ethical implications of healthcare data analytics and the future ...

Applications of Artificial Intelligence and Machine Learning in Healthcare

Applications of Artificial Intelligence and Machine Learning in Healthcare
  • Author : Hassan Alamoudi
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 9811608113
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Summary : Artificial Intelligence (AI) is becoming a ubiquitous term that is used in many fields of research or the popular culture. Among these fields that was affected by this hype is the healthcare sector. Along with its subdomain, Machine Learning (ML), they established an environment of interest in the promises of ...

Artificial Intelligence in Healthcare and Medicine

Artificial Intelligence in Healthcare and Medicine
  • Author : Kayvan Najarian,Delaram Kahrobaei,Enrique Dominguez,Reza Soroushmehr
  • Publisher : CRC Press
  • Release Date : 2022-04-06
  • Total pages : 300
  • ISBN : 9811608113
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Summary : This book provides a comprehensive overview of the recent developments in clinical decision support systems, precision health, and data science in medicine. The book targets clinical researchers and computational scientists seeking to understand the recent advances of artificial intelligence (AI) in health and medicine. Since AI and its applications are ...

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
  • Author : Adam Bohr,Kaveh Memarzadeh
  • Publisher : Academic Press
  • Release Date : 2020-07-10
  • Total pages : 378
  • ISBN : 9811608113
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Summary : Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ...

Demystifying Big Data and Machine Learning for Healthcare

Demystifying Big Data and Machine Learning for Healthcare
  • Author : Prashant Natarajan,John C. Frenzel,Detlev H. Smaltz
  • Publisher : CRC Press
  • Release Date : 2017-02-15
  • Total pages : 210
  • ISBN : 9811608113
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Summary : Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization today. Increasingly, the ability to glean and operationalize new insights efficiently as a byproduct of an organization’s day-to-day operations is becoming vital to hospitals and health systems ability ...

Applied Machine Learning and Multi Criteria Decision Making in Healthcare

Applied Machine Learning and Multi Criteria Decision Making in Healthcare
  • Author : Ilker Ozsahin
  • Publisher : Bentham Science Publishers
  • Release Date : 2021-11-18
  • Total pages : 330
  • ISBN : 9811608113
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Summary : This book provides an ideal foundation for readers to understand the application of artificial intelligence (AI) and machine learning (ML) techniques to expert systems in the healthcare sector. It starts with an introduction to the topic and presents chapters which progressively explain decision-making theory that helps solve problems which have ...

Machine Learning in Healthcare

Machine Learning in Healthcare
  • Author : Bikesh Kumar Singh,G.R. Sinha
  • Publisher : CRC Press
  • Release Date : 2022-02-18
  • Total pages : 252
  • ISBN : 9811608113
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Summary : Artificial intelligence (AI) and machine learning (ML) techniques play an important role in our daily lives by enhancing predictions and decision-making for the public in several fields such as financial services, real estate business, consumer goods, social media, etc. Despite several studies that have proved the efficacy of AI/ML ...

Multiple Perspectives on Artificial Intelligence in Healthcare

Multiple Perspectives on Artificial Intelligence in Healthcare
  • Author : Mowafa Househ,Elizabeth Borycki,Andre Kushniruk
  • Publisher : Springer Nature
  • Release Date : 2021-08-05
  • Total pages : 196
  • ISBN : 9811608113
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Summary : This book offers a comprehensive yet concise overview of the challenges and opportunities presented by the use of artificial intelligence in healthcare. It does so by approaching the topic from multiple perspectives, e.g. the nursing, consumer, medical practitioner, healthcare manager, and data analyst perspective. It covers human factors research, ...

Artificial Intelligence and Machine Learning in Business Management

Artificial Intelligence and Machine Learning in Business Management
  • Author : Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar
  • Publisher : CRC Press
  • Release Date : 2021-11-05
  • Total pages : 278
  • ISBN : 9811608113
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Summary : Artificial Intelligence and Machine Learning in Business Management The focus of this book is to introduce artificial intelligence (AI) and machine learning (ML) technologies into the context of business management. The book gives insights into the implementation and impact of AI and ML to business leaders, managers, technology developers, and ...

Machine Learning and Deep Learning Techniques for Medical Science

Machine Learning and Deep Learning Techniques for Medical Science
  • Author : K. Gayathri Devi,Kishore Balasubramanian,Le Anh Ngoc
  • Publisher : CRC Press
  • Release Date : 2022-05-12
  • Total pages : 426
  • ISBN : 9811608113
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Summary : The application of machine learning is growing exponentially into every branch of business and science, including medical science. This book presents the integration of machine learning (ML) and deep learning (DL) algorithms that can be applied in the healthcare sector to reduce the time required by doctors, radiologists, and other ...

Machine Learning for Healthcare Applications

Machine Learning for Healthcare Applications
  • Author : Sachi Nandan Mohanty,G. Nalinipriya,Om Prakash Jena,Achyuth Sarkar
  • Publisher : John Wiley & Sons
  • Release Date : 2021-04-13
  • Total pages : 416
  • ISBN : 9811608113
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Summary : When considering the idea of using machine learning in healthcare, it is a Herculean task to present the entire gamut of information in the field of intelligent systems. It is, therefore the objective of this book to keep the presentation narrow and intensive. This approach is distinct from others in ...

Artificial Intelligence for Data Driven Medical Diagnosis

Artificial Intelligence for Data Driven Medical Diagnosis
  • Author : Deepak Gupta,Utku Kose,Bao Le Nguyen,Siddhartha Bhattacharyya
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-01-28
  • Total pages : 326
  • ISBN : 9811608113
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Summary : This book collects research works of data-driven medical diagnosis done via Artificial Intelligence based solutions, such as Machine Learning, Deep Learning and Intelligent Optimization. Physical devices powered with Artificial Intelligence are gaining importance in diagnosis and healthcare. Medical data from different sources can also be analyzed via Artificial Intelligence techniques ...