Artificial Intelligence A Step Forward In Biomarker Discovery And Integration Towards Improved Cancer Diagnosis And Treatment
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Artificial Intelligence A Step Forward In Biomarker Discovery And Integration Towards Improved Cancer Diagnosis And Treatment
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Author : Mónica Hebe Vazquez-Levin
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-26
Artificial Intelligence A Step Forward In Biomarker Discovery And Integration Towards Improved Cancer Diagnosis And Treatment written by Mónica Hebe Vazquez-Levin and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-26 with Medical categories.
Digital Transformation In Healthcare 5 0
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Author : Rishabha Malviya
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-05-20
Digital Transformation In Healthcare 5 0 written by Rishabha Malviya and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-20 with Computers categories.
The book "Digital Transformation in Healthcare 5.0: Metaverse, Nanorobots, and Machine Learning" is a comprehensive discussion of disruptive technologies and their applications in healthcare. The book starts with an overview of blockchain technology's impact on the healthcare sector, emphasizing its potential to improve data security and interoperability. The book also discusses the Metaverse's role in healthcare transformation, utilizing a blockchain method to improve patient care and medical practices. The book also focuses on the interrelationships of Blockchain-Enabled Metaverse Healthcare Systems and Applications, highlighting innovative strategies. It also introduces an Intraocular Pressure Monitoring System for Glaucoma Patients, demonstrating the integration of IoT and Machine Learning for improved care. The book winds up with a Machine Learning Approach to Voice Analysis in Parkinson's disease Diagnosis, demonstrating the potential of voice analysis as a non-invasive diagnostic tool.
Artificial Intelligence Revolutionizing Cancer Care
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Author : Suman Kumar Swarnkar
language : en
Publisher: CRC Press
Release Date : 2025-02-25
Artificial Intelligence Revolutionizing Cancer Care written by Suman Kumar Swarnkar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Technology & Engineering categories.
In the ever-evolving landscape of cancer treatment, the fusion of artificial intelligence (AI) with medical science marks a groundbreaking shift toward more precise, efficient, and personalized healthcare. Artificial Intelligence Revolutionizing Cancer Care: Precision Diagnosis and Patient-Centric Healthcare delves into the transformative power of AI, offering a comprehensive exploration of its role in enhancing cancer diagnosis, treatment, and patient management. This edited volume brings together leading experts and researchers who illuminate the latest advancements in AI technologies applied to oncology. From machine learning algorithms that predict cancer progression to sophisticated imaging techniques that improve diagnostic accuracy, this book covers a spectrum of innovations reshaping cancer care. Key highlights include precision diagnosis, uncovering how AI-driven tools are revolutionizing the early detection and accurate classification of various cancer types, leading to better patient outcomes; patient-centric approaches, exploring the shift toward personalized medicine, where AI tailors treatment protocols to individual patient profiles, ensuring more effective and targeted therapies; and ethical and practical considerations, gaining insights into the ethical, practical, and regulatory challenges of integrating AI in healthcare, emphasizing the need for patient privacy and data security. Additionally, the book looks ahead to the potential future applications of AI in oncology, including predictive analytics, robotic surgery, and beyond. Artificial Intelligence Revolutionizing Cancer Care is an essential resource for medical professionals, researchers, and students seeking to understand the intersection of AI and oncology. It offers a visionary perspective on how cutting-edge technology is poised to enhance patient care and transform the fight against cancer. This book focuses on the critical intersection of artificial intelligence and cancer diagnosis within the healthcare sector emphasizes the real-world impact of artificial intelligence in improving cancer detection, treatment, and overall patient care covers artificial intelligence algorithms, machine learning techniques, medical image analysis, predictive modeling, and patient care applications explores how artificial intelligence technologies enhance the patient’s experience, resulting in better outcomes and reduced healthcare disparities provides readers with an understanding of the mathematics underpinning machine learning models, including decision trees, support vector machines, and deep neural networks It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, biomedical engineering, and information technology.
Artificial Intelligence In Human Health And Diseases
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Author : Muzafar A. Macha
language : en
Publisher: Springer Nature
Release Date : 2025-07-17
Artificial Intelligence In Human Health And Diseases written by Muzafar A. Macha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Medical categories.
This book discusses current concepts and future translational possibilities of Artificial Intelligence (AI) in human healthcare and diseases. The initial chapter reviews the application and integration of AI and multi-omics to develop novel diagnostic and therapeutic strategies. The book chapter also explores the recent advances in data-driven approaches that aided state-of-the-art AI for biomarker discovery and better disease diagnosis. The book also offers computational and oncological prospects for the role of AI in radio genomics, as well as its offers, achievements, opportunities, and limitations in the current clinical practices. The chapters further cover the role of the current state of AI in Cardiovascular Disease, Obesity and Diabetes, Neurological Diseases, and Infectious Diseases. Towards the end, the book highlights the use of AI in diverse pharmaceutical industry sectors, including drug discovery and development, drug repurposing, and improving pharmaceutical productivity. This book is handy for basic, translational, clinical & interdisciplinary researchers and bioinformaticians.
The Potential Of Cancer Biomarkers
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Author : Pranav Kumar Prabhakar
language : en
Publisher: Elsevier
Release Date : 2025-04-14
The Potential Of Cancer Biomarkers written by Pranav Kumar Prabhakar and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-14 with Science categories.
The Potential of Biomarkers: From Discovery to Clinical Application addresses the challenges related to knowledge dissemination, interdisciplinary understanding, diagnostic complexity, quality assurance, patient care, research advancement, education, and professional development within the field of clinical biochemistry. The book provides a holistic solution by offering comprehensive insights and practical guidance to a diverse audience, contributing to the enhancement of healthcare and biomedical research. Each chapter explores the multifaceted landscape of biomarker research, offering a wealth of insights and expertise in genomics, proteomics, metabolomics, and more.Cancer biomarkers, the molecular signatures of cancer, hold immense promise in revolutionizing how we diagnose, treat, and personalize therapies for cancer patients. In this curated reference, esteemed contributors explore the multifaceted landscape of biomarker research, offering a wealth of insights and expertise in genomics, proteomics, metabolomics, and more. - Presents the impact of biomarkers on early detection, prognosis, and personalized treatment strategies - Incudes ethical and regulatory considerations surrounding biomarker use, guiding policymakers and ethicists through the complex terrain of biomarker-driven healthcare decisions - Highlights the clinical relevance of cancer biomarkers by showcasing real-world case studies and examples of how biomarkers have been utilized to improve cancer diagnosis, personalize treatment plans, and monitor treatment responses
Innovations In Cardio Oncology
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Author : Sherry-Ann Brown
language : en
Publisher: Elsevier
Release Date : 2025-06-13
Innovations In Cardio Oncology written by Sherry-Ann Brown and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-13 with Science categories.
Innovations in Cardio-Oncology: Artificial Intelligence, Digital Health, and Precision Medicine reviews the benefits of biomedical technologies and advancements in individualized medicine, with applications in cardio-oncology.Illustrations of work involving machine learning and natural language processing help readers understand and maximize the benefits of artificial intelligence (AI) algorithms, with integration of AI and digital health technologies into the clinical workflow for personalized patient care, research, and provider and patient education.In 31 chapters, Innovations in Cardio-Oncology: Artificial Intelligence, Digital Health, and Precision Medicine introduces the emergent medical field at the interface of cardiology and oncology, "cardio-oncology", and describes prevention, screening and surveillance, followed by several chapters on the role of the applications of digital health, telemedicine, and AI in cardio-oncology precision care. The book also highlights many medical society guidelines and evidence-based recommended pathways for equitable digital health deployment and utilization in cardio-oncology care. This book anticipates that AI algorithms and innovative health tools have the potential to address, and does not have to widen, the already existing healthcare disparities, including inequalities related to race, ethnicity, gender, socioeconomic level, health insurance status, linguistic and cultural barriers, systemic discrimination, and healthcare access.This book provides valuable practical guidance for healthcare professionals, scientists, learners, and patients to integrate digital health platforms into their clinical practice, research, and patient engagement models, fit for individual use and also for multi-stakeholder groups from academia, technology, and industry, with shared interests in applying Innovation (Digital Health, mHealth, Telemedicine, Telehealth, Informatics, Precision Health, Computational Medicine, Social Media, Artificial Intelligence including Machine Learning, Deep Learning, Natural Language Processing, and Neural Networks, & more) to Cardiology and Oncology clinical practice, research, and education.• Addresses cardiovascular complications from cancer treatment with greater precision and individualization due to advances in personalized medicine, AI, including machine learning.• Presents successful methods and tools for preventing and managing cardiovascular disease in cancer patients.• Provides solidified practical best practices relating to innovation technologies and precision in Cardio-Oncology.• Includes insights and reports on various collaborative projects from the Cardiology Oncology Innovation Network (COIN) network members and colleagues, among a variety of other innovators, including applications of AI and informatics in Cardiology, Oncology, and especially Cardio-Oncology.
Bioinformatics And Medical Informatics Annual Volume 2024
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Author :
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-07-31
Bioinformatics And Medical Informatics Annual Volume 2024 written by and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with categories.
Computational Methods For Multi Omics Data Analysis In Cancer Precision Medicine
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Author : Ehsan Nazemalhosseini-Mojarad
language : en
Publisher: Frontiers Media SA
Release Date : 2023-08-02
Computational Methods For Multi Omics Data Analysis In Cancer Precision Medicine written by Ehsan Nazemalhosseini-Mojarad and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-02 with Science categories.
Cancer is a complex and heterogeneous disease often caused by different alterations. The development of human cancer is due to the accumulation of genetic and epigenetic modifications that could affect the structure and function of the genome. High-throughput methods (e.g., microarray and next-generation sequencing) can investigate a tumor at multiple levels: i) DNA with genome-wide association studies (GWAS), ii) epigenetic modifications such as DNA methylation, histone changes and microRNAs (miRNAs) iii) mRNA. The availability of public datasets from different multi-omics data has been growing rapidly and could facilitate better knowledge of the biological processes of cancer. Computational approaches are essential for the analysis of big data and the identification of potential biomarkers for early and differential diagnosis, and prognosis.
Understanding Pancreatic Cancer
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Author : Zodwa Dlamini
language : en
Publisher: CRC Press
Release Date : 2025-08-26
Understanding Pancreatic Cancer written by Zodwa Dlamini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-26 with Medical categories.
The book provides a comprehensive examination of pancreatic cancer, integrating global insights with an African-focused perspective. Understanding Pancreatic Cancer: Global Strategies and African Perspectives is structured into five parts, each addressing key aspects of the disease, from epidemiology to future innovations in care. Part I (Chapters 1 and 2) explores the global and African contexts, highlighting disparities in prevalence, diagnosis, and healthcare infrastructure. Part II (Chapter 3) delves into the biological and molecular mechanisms of pancreatic cancer, including genetic mutations and emerging therapeutic targets. Part III (Chapters 4 and 5) focuses on precision medicine and early detection, discussing advances such as artificial intelligence (AI) and biomarker-driven approaches. Part IV (Chapters 6-8) covers treatment strategies, from conventional therapies to novel interventions like immunotherapy and targeted treatments. Finally, Part V (Chapters 9-11) emphasizes the importance of advocacy, research, and policy reforms, outlining strategies for improving patient outcomes and shaping the future of pancreatic cancer care. By bridging scientific advancements with real-world challenges, this book serves as an essential resource for researchers, clinicians, and policymakers working to enhance pancreatic cancer diagnosis, treatment, and prevention—both in Africa and globally. Key Features Examines pancreatic cancer worldwide, with a focus on Africa’s unique challenges and healthcare disparities. Explores molecular mechanisms, precision medicine, and AI-driven early detection. Covers surgery, chemotherapy, immunotherapy, and targeted therapies. Highlights research, healthcare policies, and strategies to improve patient care.
Whole Slide Imaging
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Author : Anil V. Parwani
language : en
Publisher: Springer Nature
Release Date : 2021-10-29
Whole Slide Imaging written by Anil V. Parwani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-29 with Medical categories.
This book provides up-to-date and practical knowledge in all aspects of whole slide imaging (WSI) by experts in the field. This includes a historical perspective on the evolution of this technology, technical aspects of making a great whole slide image, the various applications of whole slide imaging and future applications using WSI for computer-aided diagnosis The goal is to provide practical knowledge and address knowledge gaps in this emerging field. This book is unique because it addresses an emerging area in pathology for which currently there is only limited information about the practical aspects of deploying this technology. For example, there are no established selection criteria for choosing new scanners and a knowledge base with the key information. The authors of the various chapters have years of real-world experience in selecting and implementing WSI solutions in various aspects of pathology practice. This text also discusses practical tips and pearls to address the selection of a WSI vendor, technology details, implementing this technology and provide an overview of its everyday uses in all areas of pathology. Chapters include important information on how to integrate digital slides with laboratory information system and how to streamline the “digital workflow” with the intent of saving time, saving money, reducing errors, improving efficiency and accuracy, and ultimately benefiting patient outcomes. Whole Slide Imaging: Current Applications and Future Directions is designed to present a comprehensive and state-of the-art approach to WSI within the broad area of digital pathology. It aims to give the readers a look at WSI with a deeper lens and also envision the future of pathology imaging as it pertains to WSI and associated digital innovations.