Intelligence Based Medicine

Intelligence Based Medicine
Author: Anthony C. Chang
Publsiher: Academic Press
Total Pages: 534
Release: 2020-06-27
ISBN: 0128233389
Category: Medical
Language: EN, FR, DE, ES & NL

Intelligence Based Medicine Book Excerpt:

Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in a myriad of subspecialties and imagined of the future Delineates the necessary elements for successful implementation of artificial intelligence in medicine and healthcare

Multidisciplinary Computational Anatomy

Multidisciplinary Computational Anatomy
Author: Makoto Hashizume
Publsiher: Springer Nature
Total Pages: 398
Release: 2022-01-01
ISBN: 9811643253
Category: Medical
Language: EN, FR, DE, ES & NL

Multidisciplinary Computational Anatomy Book Excerpt:

This volume thoroughly describes the fundamentals of a new multidisciplinary field of study that aims to deepen our understanding of the human body by combining medical image processing, mathematical analysis, and artificial intelligence. Multidisciplinary Computational Anatomy (MCA) offers an advanced diagnosis and therapeutic navigation system to help detect or predict human health problems from the micro-level to macro-level using a four-dimensional, dynamic approach to human anatomy: space, time, function, and pathology. Applying this dynamic and “living” approach in the clinical setting will promote better planning for – and more accurate, effective, and safe implementation of – medical management. Multidisciplinary Computational Anatomy will appeal not only to clinicians but also to a wide readership in various scientific fields such as basic science, engineering, image processing, and biomedical engineering. All chapters were written by respected specialists and feature abundant color illustrations. Moreover, the findings presented here share new insights into unresolved issues in the diagnosis and treatment of disease, and into the healthy human body.

Computer based Medical Guidelines and Protocols

Computer based Medical Guidelines and Protocols
Author: Annette ten Teije,Silvia Miksch,Peter Lucas
Publsiher: IOS Press
Total Pages: 289
Release: 2008
ISBN: 1586038737
Category: Computers
Language: EN, FR, DE, ES & NL

Computer based Medical Guidelines and Protocols Book Excerpt:

The book consists of two parts. The first part consists of 9 chapters which together offer a comprehensive overview of the most important medical and computer-science aspects of clinical guidelines and protocols. The second part of the book consists of chapters that are extended versions of selected papers that were originally submitted to the ECAI-2006 workshop 'AI Techniques in Health Care: Evidence-based Guidelines and Protocols.'

Artificial Intelligence for Drug Development Precision Medicine and Healthcare

Artificial Intelligence for Drug Development  Precision Medicine  and Healthcare
Author: Mark Chang
Publsiher: CRC Press
Total Pages: 352
Release: 2020-05-07
ISBN: 1000766721
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Artificial Intelligence for Drug Development Precision Medicine and Healthcare Book Excerpt:

Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer science’s use of big data. Aimed at those with a statistical background who want to use their strengths in pursuing AI research, the book: · Covers broad AI topics in drug development, precision medicine, and healthcare. · Elaborates on supervised, unsupervised, reinforcement, and evolutionary learning methods. · Introduces the similarity principle and related AI methods for both big and small data problems. · Offers a balance of statistical and algorithm-based approaches to AI. · Provides examples and real-world applications with hands-on R code. · Suggests the path forward for AI in medicine and artificial general intelligence. As well as covering the history of AI and the innovative ideas, methodologies and software implementation of the field, the book offers a comprehensive review of AI applications in medical sciences. In addition, readers will benefit from hands on exercises, with included R code.

Artificial Intelligence for Medicine

Artificial Intelligence for Medicine
Author: Yoshiki Oshida
Publsiher: Walter de Gruyter GmbH & Co KG
Total Pages: 520
Release: 2021-10-11
ISBN: 3110717921
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Artificial Intelligence for Medicine Book Excerpt:

The use of artificial intelligence (AI) in various fields is of major importance to improve the use of resourses and time. This book provides an analysis of how AI is used in both the medical field and beyond. Topics that will be covered are bioinformatics, biostatistics, dentistry, diagnosis and prognosis, smart materials, and drug discovery as they intersect with AI. Also, an outlook of the future of an AI-assisted society will be explored.

Ethical Implications of Reshaping Healthcare With Emerging Technologies

Ethical Implications of Reshaping Healthcare With Emerging Technologies
Author: Musiolik, Thomas Heinrich,Dingli, Alexiei
Publsiher: IGI Global
Total Pages: 242
Release: 2021-10-01
ISBN: 1799878899
Category: Medical
Language: EN, FR, DE, ES & NL

Ethical Implications of Reshaping Healthcare With Emerging Technologies Book Excerpt:

Improving quality of life is one of the main advantages of integrating new innovations into medicine. New technologies are revolutionizing medicine and opening new opportunities for patients, doctors, clinics, and companies. The patient's well-being is monitored autonomously by smartphones, digital medical records simplify everyday clinical work, virtual reality is used for treatment, and robots help in the operating room. The new technological possibilities in healthcare not only change patients’ lives, but also the work of doctors, clinics, and companies. In the fields of healthcare and medicine, new technologies can be used for patient communication, health monitoring, or for the treatment of patients, and modern research is devoted to advancing and understanding these technologies. Ethical Implications of Reshaping Healthcare With Emerging Technologies includes the most up-to-date research in the fields of healthcare and medicine worldwide, provides answers to the forms of treatment that are already possible in medicine, and illuminates the future possibilities that are already being researched. In addition, today's knowledge is translated and shown in how new technologies such as autonomous VR-system can be used for pain reduction as part of a treatment. Finally, this book examines the ethical guidelines in healthcare and medicine that are associated with the rapid development of these technologies. This book will be useful for the healthcare industry, hospital administration, the health insurance industry, doctors, healthcare workers, business professionals, IT specialists, medical software designers, scientists, practitioners, researchers, academicians, and students looking for the latest information on the use of emerging technologies in healthcare settings.

Soft Computing Based Medical Image Analysis

Soft Computing Based Medical Image Analysis
Author: Nilanjan Dey,Amira Ashour,Fuquian Shi,Valentina E. Balas
Publsiher: Academic Press
Total Pages: 292
Release: 2018-01-18
ISBN: 0128131748
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Soft Computing Based Medical Image Analysis Book Excerpt:

Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions. Covers numerous soft computing approaches, including fuzzy logic, neural networks, evolutionary computing, rough sets and Swarm intelligence Presents transverse research in soft computing formation from various engineering and industrial sectors in the medical domain Highlights challenges and the future scope for soft computing based medical analysis and processing techniques

Compassionate Artificial Intelligence

Compassionate Artificial Intelligence
Author: Amit Ray
Publsiher: Compassionate AI Lab (An Imprint of Inner Light Publishers)
Total Pages: 160
Release: 2018-10-03
ISBN: 9382123466
Category: Computers
Language: EN, FR, DE, ES & NL

Compassionate Artificial Intelligence Book Excerpt:

In this book Dr. Amit Ray describes the principles, algorithms and frameworks for incorporating compassion, kindness and empathy in machine. This is a milestone book on Artificial Intelligence. Compassionate AI address the issues for creating solutions for some of the challenges the humanity is facing today, like the need for compassionate care-giving, helping physically and mentally challenged people, reducing human pain and diseases, stopping nuclear warfare, preventing mass destruction weapons, tackling terrorism and stopping the exploitation of innocent citizens by monster governments through digital surveillance. The book also talks about compassionate AI for precision medicine, new drug discovery, education, and legal system. Dr. Ray explained the DeepCompassion algorithms, five design principles and eleven key behavioral principle of compassionate AI systems. The book also explained several compassionate AI projects. Compassionate AI is the best practical guide for AI students, researchers, entrepreneurs, business leaders looking to get true value from the adoption of compassion in machine learning technology.

Informatics Needs and Challenges in Cancer Research

Informatics Needs and Challenges in Cancer Research
Author: Institute of Medicine,Board on Health Care Services,National Cancer Policy Forum
Publsiher: National Academies Press
Total Pages: 146
Release: 2012-11-02
ISBN: 0309259487
Category: Medical
Language: EN, FR, DE, ES & NL

Informatics Needs and Challenges in Cancer Research Book Excerpt:

As information technology becomes an integral part of health care, it is important to collect and analyze data in a way that makes the information understandable and useful. Informatics tools--which help collect, organize, and analyze data--are essential to biomedical and health research and development. The field of cancer research is facing an overwhelming deluge of data, heightening the national urgency to find solutions to support and sustain the cancer informatics ecosystem. There is a particular need to integrate research and clinical data to facilitate personalized medicine approaches to cancer prevention and treatment--for example, tailoring treatment based on an individual patient's genetic makeup as well as that of the tumor --and to allow for more rapid learning from patient experiences. To further examine informatics needs and challenges for 21st century biomedical research, the IOM's National Cancer Policy Forum held a workshop February 27-28, 2012. The workshop was designed to raise awareness of the critical and urgent importance of the challenges, gaps and opportunities in informatics; to frame the issues surrounding the development of an integrated system of cancer informatics for acceleration of research; and to discuss solutions for transformation of the cancer informatics enterprise. Informatics Needs and Challenges in Cancer Research: Workshop Summary summarizes the workshop.

Internet of Things Artificial Intelligence and Blockchain Technology

Internet of Things  Artificial Intelligence and Blockchain Technology
Author: R.Lakshmana Kumar,Yichuan Wang,T. Poongodi,Agbotiname Lucky Imoize
Publsiher: Springer Nature
Total Pages: 341
Release: 2021-09-02
ISBN: 3030741508
Category: Computers
Language: EN, FR, DE, ES & NL

Internet of Things Artificial Intelligence and Blockchain Technology Book Excerpt:

This book explores the concepts and techniques of IoT, AI, and blockchain. Also discussed is the possibility of applying blockchain for providing security in various domains. The specific highlight of this book is focused on the application of integrated technologies in enhancing data models, better insights and discovery, intelligent predictions, smarter finance, smart retail, global verification, transparent governance, and innovative audit systems. The book allows both practitioners and researchers to share their opinions and recent research in the convergence of these technologies among academicians and industry people. The contributors present their technical evaluation and compare it with existing technologies. Theoretical explanation and experimental case studies related to real-time scenarios are also included. This book pertains to IT professionals, researchers and academicians working on fourth revolution technologies.

Statistics and Evidence based Medicine for Examinations

Statistics and Evidence based Medicine for Examinations
Author: Wai-Ching Leung
Publsiher: Radcliffe Publishing
Total Pages: 135
Release: 2001
ISBN: 9781900603591
Category: Clinical medicine
Language: EN, FR, DE, ES & NL

Statistics and Evidence based Medicine for Examinations Book Excerpt:

Statistics and evidence-based medicine are assessed in most postgraduate and undergraduate medical examinations and degrees in health sciences. All clinicians have to acquire skills in this area. This book aims to provide a brief overview of basic medical statistics and the numerical aspects of evidence-based medicine, to give realistic worked examples to illustrate the interpretation of studies relevant to clinical practice, and to allow examination practice. It aims to cover all major topics covered in the undergraduate and postgraduate examinations.Each chapter begins with an overview and summary of the main points, followed by worked examples and exercises with full answers. It will be ideal for all postgraduate medical examination candidates. Other clinicians and undergraduate students in medicine and health sciences will also find it useful.

Digital Innovation for Healthcare in COVID 19 Pandemic Strategies and Solutions

Digital Innovation for Healthcare in COVID 19 Pandemic  Strategies and Solutions
Author: Patricia Ordóñez de Pablos,Kwok Tai Chui,Miltiadis D. Lytras
Publsiher: Academic Press
Total Pages: 456
Release: 2022-03-25
ISBN: 0128232102
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Digital Innovation for Healthcare in COVID 19 Pandemic Strategies and Solutions Book Excerpt:

Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions provides comprehensive knowledge and insights on the application of information technologies in the healthcare sector, sharing experiences from leading researchers and academics from around the world. The book presents innovative ideas, solutions and examples to deal with one of the major challenges of the world, a global problem with health, economic and political dimensions. Advanced information technologies can play a key role in solving problems generated by the COVID-19 outbreak. The book addresses how science, technology and innovation can provide advances and solutions to new global health challenges. This is a valuable resource for researchers, clinicians, healthcare workers, policymakers and members of the biomedical field who are interested in learning how digital technologies can help us avoid and solve global disease dissemination. Presents real-world cases with experiences of applications of healthcare solutions during the pandemic of COVID-19 Discusses new approaches, theories and tools developed during an unprecedented health situation and how they can be used afterwards Encompasses information on preparedness for future outbreaks to make less costly and more effective healthcare responses to crises

Ending Medicine s Chronic Dysfunction

Ending Medicine   s Chronic Dysfunction
Author: Lawrence L. Weed,Lincoln Weed
Publsiher: Morgan & Claypool Publishers
Total Pages: 177
Release: 2021-03-25
ISBN: 1636390544
Category: Health & Fitness
Language: EN, FR, DE, ES & NL

Ending Medicine s Chronic Dysfunction Book Excerpt:

This book describes an overlooked solution to a long-standing problem in health care. The problem is an informational supply chain that is unnecessarily dependent on the minds of doctors for assembling patient data and medical knowledge in clinical decision making. That supply chain function is more than the human mind can deliver. Yet, dependence on the mind is built into the traditional role of doctors, who are educated and licensed to rely heavily on personal knowledge and judgment. The culture of medicine has long been in denial of this problem, even now that health information technology is increasingly used, and even as artificial intelligence (AI) tools are emerging. AI will play an important role, but it is not a solution. The solution instead begins with traditional software techniques designed to integrate novel functionality for clinical decision support and electronic health record (EHR) tools. That functionality implements high standards of care for managing health information. This book describes that functionality in some detail. This description is intended in part to be a starting point for developers in the open source software community, who have an opportunity to begin developing an integrated, cloud-based version of the tools described, working with interested clinicians, patients, and others. The tools grew out of work beginning more than six decades ago, when this book’s lead author (deceased) originated problem lists and structured notes in medical records. The electronic tools he later developed led him to reconceive education and licensure for doctors and other health professionals, which are also part of the solution this book describes.

Intelligent Decision Technologies

Intelligent Decision Technologies
Author: Ireneusz Czarnowski,Robert J. Howlett,Lakhmi C. Jain
Publsiher: Springer Nature
Total Pages: 546
Release: 2020-07-14
ISBN: 9811559252
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Intelligent Decision Technologies Book Excerpt:

This book gathers selected papers from the KES-IDT-2020 Conference, held as a Virtual Conference on June 17–19, 2020. The aim of the annual conference was to present and discuss the latest research results, and to generate new ideas in the field of intelligent decision-making. However, the range of topics discussed during the conference was definitely broader and covered methods in e.g. classification, prediction, data analysis, big data, data science, decision support, knowledge engineering, and modeling in such diverse areas as finance, cybersecurity, economics, health, management and transportation. The Problems in Industry 4.0 and IoT are also addressed. The book contains several sections devoted to specific topics, such as Intelligent Data Processing and its Applications High-Dimensional Data Analysis and its Applications Multi-Criteria Decision Analysis – Theory and Applications Large-Scale Systems for Intelligent Decision-Making and Knowledge Engineering Decision Technologies and Related Topics in Big Data Analysis of Social and Financial Issues Decision-Making Theory for Economics

Knowledge Based Intelligent Information and Engineering Systems

Knowledge Based Intelligent Information and Engineering Systems
Author: Bruno Apolloni
Publsiher: Springer
Total Pages: 884
Release: 2007-09-12
ISBN: 3540748199
Category: Computers
Language: EN, FR, DE, ES & NL

Knowledge Based Intelligent Information and Engineering Systems Book Excerpt:

This book is part of a three-volume set that constitutes the refereed proceedings of the 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2007. Coverage in this first volume includes artificial neural networks and connectionists systems, fuzzy and neuro-fuzzy systems, evolutionary computation, machine learning and classical AI, agent systems, and information engineering and applications in ubiquitous computing environments.

Intelligence Based Cardiology

Intelligence Based Cardiology
Author: Anonim
Publsiher: Academic Press
Total Pages: 260
Release: 2022-10-15
ISBN: 9780323905343
Category: Medical
Language: EN, FR, DE, ES & NL

Intelligence Based Cardiology Book Excerpt:

Intelligence-Based Cardiology: Artificial Intelligence and Human Cognition in Clinical Cardiology and Cardiac Surgery provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in cardiovascular medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and human cognition applications in cardiology and cardiac surgery. This portfolio ranges from big data to machine and deep learning as well as cognitive computing and natural language processing in cardiac disease states such as heart failure, hypertension, and pediatric heart care. The artificial intelligence tools will be described from the intensive care unit setting to other venues such as outpatient clinic and operating room. Future applications of related areas such as extended reality and digital twins are also discussed. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The book narrows the knowledge and expertise chasm between the data scientists and the cardiologists and cardiac surgeons,inspiring clinicians to embrace artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in cardiology and cardiac surgery Delineates the necessary elements for successful implementation of artificial intelligence in cardiovascular medicine

Heart Failure in the Child and Young Adult

Heart Failure in the Child and Young Adult
Author: John L Jefferies,Anthony C Chang,Joseph W Rossano,Robert E Shaddy,Jeffrey A Towbin
Publsiher: Academic Press
Total Pages: 824
Release: 2017-12-05
ISBN: 0128026138
Category: Medical
Language: EN, FR, DE, ES & NL

Heart Failure in the Child and Young Adult Book Excerpt:

Heart Failure in the Child and Young Adult: From Bench to Bedside combines multiple etiologies for pediatric heart failure, including congenital heart disease, cardiomyopathies, infectious diseases and metabolic abnormalities. This comprehensive resource combines research from multiple contributors with current guidelines to bridge the knowledge gap for the recognition and management of heart failure in children. Coverage begins with the basic science of heart failure, then progresses through diagnosis, management, treatment and surgery, finally concluding with advanced special topics, including genetics, self-management and nanomedicine. Provides coverage of the basic science of heart failure, its epidemiology and economic aspects, outpatient and inpatient management, and advanced therapies, including mechanical circulatory support and heart transplantation Combines cutting-edge research with current guidelines from the field

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
Author: Mor Peleg,Nada Lavrač,Carlo Combi
Publsiher: Springer
Total Pages: 355
Release: 2011-09-15
ISBN: 3642222188
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Intelligence in Medicine Book Excerpt:

This book constitutes the refereed proceedings of the 13th Conference on Artificial Intelligence in Medicine, AIME 2011, held in Bled, Slovenia, in July 2011. The 42 revised full and short papers presented together with 2 invited talks were carefully reviewed and selected from 113 submissions. The papers are organized in topical sections on knowledge-based systems; data mining; special session on AI applications; probabilistic modeling and reasoning; terminologies and ontologies; temporal reasoning and temporal data mining; therapy planning, scheduling and guideline-based care; and natural language processing.

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
Author: Michel Dojat,Elpida Keravnou,Pedro Barahona
Publsiher: Springer
Total Pages: 394
Release: 2003-11-11
ISBN: 3540399070
Category: Medical
Language: EN, FR, DE, ES & NL

Artificial Intelligence in Medicine Book Excerpt:

This book constitutes the refereed proceedings of the 9th Conference on Artificial Intelligence in Medicine in Europe, AIME 2003, held in Protaras, Cyprus, in October 2003. The 24 revised full papers and 26 revised short papers presented together with two invited contributions were carefully reviewed and selected from 65 submissions. The papers are organized in topical sections on temporal reasoning, ontology and terminology, image processing and simulation, guidelines and clinical protocols, terminology and natural language issues, machine learning, probabilistic networks and Bayesian models, case-based reasoning and decision support, and data mining and knowledge discovery.

Intelligent Health Policy

Intelligent Health Policy
Author: Petri Virtanen,Jari Stenvall
Publsiher: Springer
Total Pages: 194
Release: 2017-11-29
ISBN: 3319695967
Category: Medical
Language: EN, FR, DE, ES & NL

Intelligent Health Policy Book Excerpt:

This book provides a general overview of intelligence in health policy, health-care organizations and health services in the light of the current EU digital agenda, which aims to make health data and e-health tools publicly available. The first part analyses the implications of knowledge management and decision-making procedures for intelligent health policies and governance. The second part discusses in detail the concept of intelligence and illustrates why the perspective of organizational intelligence offers a solution to contemporary problems in health care, while the third part focuses on intelligent leadership models in health-care organizations. Providing a guide to new ways of understanding, developing, and reforming health policy and health services, it appeals to scholars as well as decision-makers in health governance and health-care institutions.