Artificial Intelligence and Machine Learning in Healthcare

Written By Ankur Saxena
Artificial Intelligence and Machine Learning in Healthcare
  • Publsiher : Springer Nature
  • Release : 31 July 2021
  • ISBN : 9811608113
  • Pages : 228 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKArtificial Intelligence and Machine Learning in Healthcare


Read or download book entitled Artificial Intelligence and Machine Learning in Healthcare written by Ankur Saxena which was release on 31 July 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
  • Total pages : 228
  • ISBN : 9811608113
GET BOOK

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 ...

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
GET BOOK

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
GET BOOK

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 ...

Big Data and Artificial Intelligence for Healthcare Applications

Big Data and Artificial Intelligence for Healthcare Applications
  • Author : Ankur Saxena,Nicolas Brault,Shazia Rashid
  • Publisher : CRC Press
  • Release Date : 2021-06-15
  • Total pages : 286
  • ISBN : 9811608113
GET BOOK

Summary : This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research. "Big Data ...

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
GET BOOK

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 ...

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Lei Xing,Maryellen L. Giger,James K Min
  • Publisher : Academic Press
  • Release Date : 2020-09-16
  • Total pages : 568
  • ISBN : 9811608113
GET BOOK

Summary : Artificial Intelligence Medicine: Technical Basis and Clinical Applications presents a comprehensive overview of the field, ranging from its history and technical foundations, to specific clinical applications and finally to prospects. Artificial Intelligence (AI) is expanding across all domains at a breakneck speed. Medicine, with the availability of large multidimensional datasets, ...

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
  • Author : Parag Mahajan
  • Publisher : Medmantra, LLC
  • Release Date : 2021-02
  • Total pages : 628
  • ISBN : 9811608113
GET BOOK

Summary : ① Do you know what AI is doing to improve our health and wellbeing? ② Does this new technology concern you, or impress you? ③ Do you want to know more about the future of AI in healthcare? Technology continues to advance at a pace that can seem bewildering. Nowhere else is it ...

Artificial Intelligence

Artificial Intelligence
  • Author : Sandeep Reddy
  • Publisher : CRC Press
  • Release Date : 2020-12-03
  • Total pages : 336
  • ISBN : 9811608113
GET BOOK

Summary : The rediscovery of the potential of artificial intelligence (AI) to improve healthcare delivery and patient outcomes has led to an increasing application of AI techniques such as deep learning, computer vision, natural language processing, and robotics in the healthcare domain. Many governments and health authorities have prioritized the application of ...

Artificial Intelligence and Machine Learning for Business

Artificial Intelligence and Machine Learning for Business
  • Author : John Medicine
  • Publisher : Unknown
  • Release Date : 2020-10-07
  • Total pages : 132
  • ISBN : 9811608113
GET BOOK

Summary : Do you want to learn about Artificial Intelligence and Machine Learning and how they are revolutionizing Life, Health Care, Business and Marketing? Do you want to modernize your business and marketing strategies to be ahead from competitors by applying Artificial Intelligence to it? Artificial intelligence technology has become so common ...

Artificial Intelligence in Medical Imaging

Artificial Intelligence in Medical Imaging
  • Author : Erik R. Ranschaert,Sergey Morozov,Paul R. Algra
  • Publisher : Springer
  • Release Date : 2019-01-29
  • Total pages : 373
  • ISBN : 9811608113
GET BOOK

Summary : This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game ...

Artificial Intelligence for Information Management A Healthcare Perspective

Artificial Intelligence for Information Management  A Healthcare Perspective
  • Author : K. G. Srinivasa,Siddesh G. M.,S. R. Mani Sekhar
  • Publisher : Springer
  • Release Date : 2021-05-21
  • Total pages : 329
  • ISBN : 9811608113
GET BOOK

Summary : This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The ...

Deep Learning for Precision Diagnosis Surgery

Deep Learning for Precision Diagnosis   Surgery
  • Author : Vivek S. Jagadale
  • Publisher : Notion Press
  • Release Date : 2020-04-15
  • Total pages : 96
  • ISBN : 9811608113
GET BOOK

Summary : Artificial intelligence, smart applications, and virtual assistants are now revolutionizing every area of our lives, including healthcare delivery. This book introduces readers to the latest technological advances in the emerging field of augmented clinical care, machine learning for early diagnosis, and artificial intelligence-assisted precision surgery with orthopedics as a leading ...

Artificial Intelligence and Machine Learning for Business

Artificial Intelligence and Machine Learning for Business
  • Author : John Medicine
  • Publisher : Unknown
  • Release Date : 2019-07-10
  • Total pages : 132
  • ISBN : 9811608113
GET BOOK

Summary : Do you want to learn about Artificial Intelligence and Machine Learning and how they are revolutionizing Life, Health Care, Business and Marketing? Do you want apply them to your business? Artificial intelligence technology has become so common that many people do not realize that AI is already a part of ...

Recommender System with Machine Learning and Artificial Intelligence

Recommender System with Machine Learning and Artificial Intelligence
  • Author : Sachi Nandan Mohanty,Jyotir Moy Chatterjee,Sarika Jain,Ahmed A. Elngar,Priya Gupta
  • Publisher : John Wiley & Sons
  • Release Date : 2020-07-08
  • Total pages : 448
  • ISBN : 9811608113
GET BOOK

Summary : This book is a multi-disciplinary effort that involves world-wide experts from diverse fields, such as artificial intelligence, human computer interaction, information technology, data mining, statistics, adaptive user interfaces, decision support systems, marketing, and consumer behavior. It comprehensively covers the topic of recommender systems, which provide personalized recommendations of items or ...

Machine Learning for Healthcare Analytics Projects

Machine Learning for Healthcare Analytics Projects
  • Author : Eduonix Learning Solutions
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-10-30
  • Total pages : 134
  • ISBN : 9811608113
GET BOOK

Summary : Create real-world machine learning solutions using NumPy, pandas, matplotlib, and scikit-learn Key Features Develop a range of healthcare analytics projects using real-world datasets Implement key machine learning algorithms using a range of libraries from the Python ecosystem Accomplish intermediate-to-complex tasks by building smart AI applications using neural network methodologies Book ...