Integrating Artificial Intelligence Machine Learning And Big Data With Genetic Testing And Genomic Medicine To Enable Earlier Personalized Health Interventions
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Integrating Artificial Intelligence Machine Learning And Big Data With Genetic Testing And Genomic Medicine To Enable Earlier Personalized Health Interventions
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Author : Sambasiva Rao Suura
language : en
Publisher: Deep Science Publishing
Release Date : 2025-04-13
Integrating Artificial Intelligence Machine Learning And Big Data With Genetic Testing And Genomic Medicine To Enable Earlier Personalized Health Interventions written by Sambasiva Rao Suura and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-13 with Computers categories.
The convergence of Artificial Intelligence (AI), Machine Learning (ML), and Big Data with genetic testing and genomic medicine marks a transformative era in healthcare. This book explores the powerful synergy among these domains and their potential to reshape the way we understand, predict, and treat disease—ushering in a new age of personalized medicine. Genomic medicine, with its promise of tailoring healthcare based on an individual's genetic profile, has made significant strides in recent years. However, the vast and complex nature of genomic data presents both opportunities and challenges. This is where AI and ML come into play—offering advanced algorithms and predictive models capable of processing enormous datasets, identifying patterns, and generating actionable insights that were previously beyond human capability. Big Data technologies further support this integration by enabling the collection, storage, and analysis of genomic, clinical, lifestyle, and environmental information at an unprecedented scale and speed. The aim of this book is to provide readers with a comprehensive understanding of how AI, ML, and Big Data are being leveraged to enhance the precision, timing, and impact of genetic testing and interventions. From identifying predispositions to chronic conditions and rare diseases, to optimizing treatment plans and monitoring patient outcomes in real-time, the potential applications are vast and growing. We explore current advancements, real-world applications, and future directions in this rapidly evolving field. Whether you are a researcher, clinician, data scientist, or policy maker, this book offers valuable insights into the opportunities and ethical considerations that lie at the intersection of technology and genomic science. By harnessing these powerful technologies, we are moving toward a future where healthcare is not only reactive but predictive and preventative—tailored to each individual at the molecular level. This is the promise of personalized medicine, and the journey begins here.
Cognitive Artificial Intelligence For Health And Climate Deep Models Interpretability And Decision Support
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Author : Samit Shivadekar
language : en
Publisher: Deep Science Publishing
Release Date : 2025-08-04
Cognitive Artificial Intelligence For Health And Climate Deep Models Interpretability And Decision Support written by Samit Shivadekar and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-04 with Computers categories.
The intersection of health, climate, and artificial intelligence represents both a challenge and an opportunity. This book explores how Cognitive AI — combining deep learning, reasoning, and interpretability — can address pressing issues in healthcare and climate science while supporting trustworthy, informed decision-making. Focusing on deep models, explainable AI, and decision-support frameworks, we examine methods that go beyond automation to enable human–AI collaboration in complex, high-stakes environments. Through research insights and real-world case studies, the book bridges theory and practice for researchers, practitioners, and decision-makers seeking resilient and transparent AI solutions. It is my hope that this work inspires the development of AI systems that are as trustworthy as they are innovative, serving society’s urgent needs with clarity, fairness, and resilience. In writing this book, I have drawn on my own experiences in research, teaching, and collaboration across disciplines, as well as the invaluable contributions of the AI, health, and climate research communities. I am grateful to colleagues, students, and partners whose insights have shaped the ideas presented here. May this work inspire continued exploration into AI systems that serve humanity’s most urgent needs — and do so with clarity, fairness, and resilience.
Research Compendium On Iot And Machine Learning
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Author : Mohit Tiwari
language : en
Publisher: RK Publication
Release Date : 2025-01-31
Research Compendium On Iot And Machine Learning written by Mohit Tiwari and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Computers categories.
Research Compendium on IoT and Machine Learning is volume that explores the intersection of the Internet of Things (IoT) and machine learning. It key concepts, architectures, algorithms, and applications, offering insights into how intelligent systems leverage IoT data for predictive analytics, automation, and decision-making. Topics such as edge computing, deep learning, security challenges, and real-world implementations, this serves as a valuable resource for researchers, engineers, and professionals seeking to understand and develop cutting-edge solutions in smart environments, healthcare, industrial automation, and beyond.
Ai Driven Insights Revolutionizing Health Diagnostics And Treatment
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Author : MR. AKASH ARUN KUMAR SOUMYA
language : en
Publisher: BUDHA PUBLICATION
Release Date :
Ai Driven Insights Revolutionizing Health Diagnostics And Treatment written by MR. AKASH ARUN KUMAR SOUMYA and has been published by BUDHA PUBLICATION this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Navigating Innovations And Challenges In Travel Medicine And Digital Health
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Author : Saurabh Agarwal
language : en
Publisher: IGI Global
Release Date : 2025
Navigating Innovations And Challenges In Travel Medicine And Digital Health written by Saurabh Agarwal 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 with Business & Economics categories.
"This book explores critical issues at the crossroads of travel medicine and digital health, aiming to prepare doctors, policymakers, technology developers, and public health officials with in-depth analyses and practical solutions"-- Provided by publisher.
Multidisciplinary Research In Arts Science Commerce Volume 24
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Author : Chief Editor- Biplab Auddya, Editor- Shagufta Shan, Dr.A.Sudarvizhi, Shweta Tiwari, Poorna Shree.T, Dr. Jay Prakash Rajak, Dr. Vinati Baurasi
language : en
Publisher: The Hill Publication
Release Date : 2025-04-11
Multidisciplinary Research In Arts Science Commerce Volume 24 written by Chief Editor- Biplab Auddya, Editor- Shagufta Shan, Dr.A.Sudarvizhi, Shweta Tiwari, Poorna Shree.T, Dr. Jay Prakash Rajak, Dr. Vinati Baurasi and has been published by The Hill Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Antiques & Collectibles categories.
Computer Vision Exam Preparation
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2024-10-26
Computer Vision Exam Preparation written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Study Aids categories.
Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Harnessing Ai And Machine Learning For Precision Wellness
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Author : Ghosh, Joyeta
language : en
Publisher: IGI Global
Release Date : 2025-03-05
Harnessing Ai And Machine Learning For Precision Wellness written by Ghosh, Joyeta and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Computers categories.
Advancements in artificial intelligence and machine learning are reshaping healthcare by enabling highly personalized wellness strategies tailored to individual needs. By analyzing vast datasets, including genetic, biometric, and lifestyle information, these technologies can predict disease risks, optimize treatment plans, and recommend proactive health interventions. Precision wellness moves beyond traditional healthcare models, offering dynamic, adaptive solutions that evolve with new scientific discoveries. This shift has the potential to reduce healthcare costs, alleviate the burden on medical systems, and improve overall health outcomes. However, ethical considerations, data privacy, and equitable access remain crucial challenges in realizing the full benefits of AI-driven healthcare. Harnessing AI and Machine Learning for Precision Wellness demystifies the complex world of AI and machine learning in healthcare, exploring how these technologies are being applied across various aspects of wellness. It delves into the mathematical foundations that underpin these technologies, examines real-world case studies, and discusses the ethical considerations that must guide their implementation. This book covers topics such as mathematics, mental health, and preventive care, and is a useful resource for medical and healthcare professionals, computer engineers, data scientists, psychologists, academicians, and researchers.
Driving Global Health And Sustainable Development Goals With Smart Technology
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Author : Kukreti, Mohit
language : en
Publisher: IGI Global
Release Date : 2024-12-11
Driving Global Health And Sustainable Development Goals With Smart Technology written by Kukreti, Mohit and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Medical categories.
The integration of smart technologies into healthcare systems is revolutionizing how medical services are delivered, enhancing the quality and accessibility of care. These innovations play a critical role in advancing global health. By leveraging technology, healthcare systems can address long-standing challenges such as inefficiencies, rising costs, and disparities in access. This transformation is not only driving better patient outcomes but also contributing to sustainable healthcare practices, aligning with global efforts to ensure well-being for all and support public health goals like the Sustainable Development Goals (SDGs). As the world faces ongoing public health challenges, the adoption of smart technologies in healthcare is becoming increasingly essential for building resilient and equitable healthcare systems. Driving Global Health and Sustainable Development Goals With Smart Technology explores the profound transformation of healthcare systems through the integration of smart technologies. It focuses on how these innovations are shaping healthcare delivery, enhancing patient outcomes, improving operational efficiency, and driving sustainability in alignment with the SDGs. Covering topics such as artificial intelligence (AI), health policy, and robotic process automation, this book is an excellent resource for healthcare practitioners and administrators, researchers, academicians, graduate and postgraduate students, technology and innovation experts, policymakers, government officials, and more.
Artificial Intelligence In Urologic Malignancies
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Author : Himanshu Arora
language : en
Publisher: Elsevier
Release Date : 2024-11-25
Artificial Intelligence In Urologic Malignancies written by Himanshu Arora and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-25 with Science categories.
Artificial Intelligence in Urologic Malignancies describes current artificial intelligence technology, with an emphasis on prostate cancer applications. The book provides guidance on how artificial intelligence can improve therapeutics, how the power of artificial intelligence integrated with current standard therapy and research can enhance decision-making, and proposes future directions on how to integrate artificial intelligence within clinical applications. This is the perfect reference for scientists and researchers interested in the basic translational research opportunities such as drug discovery, pharmacogenetics, and experimental therapeutics, as well as clinicians interested in how AI applications are integrated with applications. - Provides guidance on AI integration that is expected to become standard in the future - Places a special emphasis on prostate cancer and the integration of AI to show how to enhance personalized medicine - Surveys current techniques and standards that can be shared and applied to fields outside cancer