Biomarker Detection Algorithms And Tools For Medical Imaging Or Omic Data
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Biomarker Detection Algorithms And Tools For Medical Imaging Or Omic Data
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Author : Fengfeng Zhou
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-13
Biomarker Detection Algorithms And Tools For Medical Imaging Or Omic Data written by Fengfeng Zhou 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 2022-07-13 with Science categories.
Navigating Head And Neck Cancer
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Author : Zodwa Dlamini
language : en
Publisher: Oxford University Press
Release Date : 2025-08-19
Navigating Head And Neck Cancer written by Zodwa Dlamini and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-19 with Medical categories.
The book offers an in-depth exploration of head and neck cancer, beginning with a solid foundation of its epidemiology, then discussing the latest technological advancements in diagnosis and treatment. Emphasizing a holistic approach, it focuses on comprehensive cancer care and highlights the psychosocial impacts of head and neck cancer. Navigating Head and Neck Cancer features contributions from leading experts worldwide and concludes with a forward-looking discussion on emerging technologies and future directions in head and neck cancer management.
Machine Learning For Healthcare
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Author : Dr. R. C. Karpagalakshmi
language : en
Publisher: RK Publication
Release Date : 2024-05-23
Machine Learning For Healthcare written by Dr. R. C. Karpagalakshmi and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-23 with Computers categories.
Machine Learning for Healthcare the transformative impact of machine learning technologies on the healthcare industry. How machine learning algorithms are being used to enhance medical diagnostics, treatment plans, patient care, and operational efficiencies. It's key techniques such as predictive modeling, data analysis, and artificial intelligence applications, providing insights into real-world use cases and future trends. Suitable for healthcare professionals, data scientists, and researchers, this emphasizes the potential of machine learning in improving patient outcomes and revolutionizing healthcare delivery.
Methodologies Of Multi Omics Data Integration And Data Mining
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Author : Kang Ning
language : en
Publisher: Springer Nature
Release Date : 2023-01-15
Methodologies Of Multi Omics Data Integration And Data Mining written by Kang Ning and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-15 with Medical categories.
This book features multi-omics big-data integration and data-mining techniques. In the omics age, paramount of multi-omics data from various sources is the new challenge we are facing, but it also provides clues for several biomedical or clinical applications. This book focuses on data integration and data mining methods for multi-omics research, which explains in detail and with supportive examples the “What”, “Why” and “How” of the topic. The contents are organized into eight chapters, out of which one is for the introduction, followed by four chapters dedicated for omics integration techniques focusing on several omics data resources and data-mining methods, and three chapters dedicated for applications of multi-omics analyses with application being demonstrated by several data mining methods. This book is an attempt to bridge the gap between the biomedical multi-omics big data and the data-mining techniques for the best practice of contemporary bioinformatics and the in-depth insights for the biomedical questions. It would be of interests for the researchers and practitioners who want to conduct the multi-omics studies in cancer, inflammation disease, and microbiome researches.
Computational Intelligence For Genomics Data
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Author : Babita Pandey
language : en
Publisher: Elsevier
Release Date : 2025-01-21
Computational Intelligence For Genomics Data written by Babita Pandey and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Computers categories.
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and simulations on MATLAB and Python for larger prediction models and explores the possibilities of software and hardware-based applications and devices for genomic disease prediction. With the inclusion of important case studies and examples, this book will be a helpful resource for researchers, graduate students, and professional engineers. - Provides comparative analysis of machine learning and deep learning methods in the analysis of genomic data, discussing major design challenges, best practices, pitfalls, and research potential - Explores machine and deep learning techniques applied to dimensionality reduction, feature extraction, data selection, and their application in genomics - Presents case studies of various diseases based on gene microarray expression data, including cancer, liver disorders, neuromuscular disorders, and neurodegenerative disorders
Oncology Genomics Precision Medicine And Therapeutic Targets
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Author : Hardeep Singh Tuli
language : en
Publisher: Springer Nature
Release Date : 2023-06-30
Oncology Genomics Precision Medicine And Therapeutic Targets written by Hardeep Singh Tuli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-30 with Medical categories.
This book describes translational cancer therapeutics and the way forward from clinical and molecular diagnosis to treatment. In addition, genomics alterations, microRNAs, and long non-coding RNAs translate precision medicine for the individualistic therapy of cancer patients. It describes the involvement of various pharmacogenetic factors in pharmacodynamic/pharmacokinetic (PD/PK) modulations of medicines. Indeed, the role of bioinformatics and biostatistics, considering the extensive data analysis serving precision medicine approaches, has also been entertained in the present book. Therefore, intended book demonstrates the successful medical evidence for the use of precision medicine in the treatment of cancer and its future clinical perspectives. It fills the gaps in cancer biology and precision medicine with its up-to-date content and well-designed chapters. It will serve as a valuable resource for science, medical students, and interdisciplinary researchers. It is a very welcome addition for the scientific community, research centers, and university-industry research collaborators to find out a complete capsular package about cancer drug targets, precision, and personalized medicine (including an introduction to cancer cell signaling, genomic alterations, miRNA targeting, pharmacogenetics, biomarkers, and metabolomics in precision medicine, etc.) at a single platform.
Agriculture Rural Development Food And Drug Administration And Related Agencies Appropriations For 2014
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Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Agriculture, Rural Development, Food and Drug Administration, and Related Agencies
language : en
Publisher:
Release Date : 2013
Agriculture Rural Development Food And Drug Administration And Related Agencies Appropriations For 2014 written by United States. Congress. House. Committee on Appropriations. Subcommittee on Agriculture, Rural Development, Food and Drug Administration, and Related Agencies and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with United States categories.
Advances In Methods And Tools For Multi Omics Data Analysis
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Author : Ornella Cominetti
language : en
Publisher: Frontiers Media SA
Release Date : 2023-05-12
Advances In Methods And Tools For Multi Omics Data Analysis written by Ornella Cominetti 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 2023-05-12 with Science categories.
Exploring Noninvasive Disease Biomarkers With Urinary Omics Analysis
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Author : Arup Giri
language : en
Publisher: Academic Press
Release Date : 2025-05-30
Exploring Noninvasive Disease Biomarkers With Urinary Omics Analysis written by Arup Giri and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-30 with Science categories.
Exploring Noninvasive Disease Biomarkers with Urinary Omics Analysis offers a transformative journey into the world of non-invasive diagnostics. This comprehensive volume delves into the molecular foundations of urinary biomarkers, illuminating the intricate signatures that indicate various pathological conditions and elucidating the mechanisms behind their release into urine. Readers will gain invaluable insights into cutting-edge analytical technologies, methodologies, and data integration techniques essential for biomarker discovery. From genomic approaches to transcriptomics, proteomics, and metabolomics, each chapter provides a thorough examination of the latest advancements, accompanied by practical guidance and case studies showcasing their clinical applications across diverse health conditions.In addition to the foundational knowledge, the book highlights the clinical applications of urinary omics in diagnosing renal disorders, metabolic syndromes, and infectious diseases. It equips professionals and students with the tools needed to navigate the complexities of urinary omics, revolutionize personalized medicine, and advance transformative healthcare solutions. The practical guidance and case studies included in the book make it an invaluable resource for those looking to implement these advanced diagnostic techniques in clinical settings. - Provides a comprehensive exploration of urinary omics, including an in-depth analysis of genomics, proteomics, and metabolomics - Highlights advances in analytical technologies for analyzing urinary biomarkers, offering a comprehensive overview - Elucidates clinical application across health conditions, highlighting a holistic examination of urine's potential as a diagnostic reservoir
Microbial Omics In Environment And Health
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Author : Minu Kesheri
language : en
Publisher: Springer Nature
Release Date : 2024-06-26
Microbial Omics In Environment And Health written by Minu Kesheri and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-26 with Science categories.
This book describes the basic concepts and recent advances in new discoveries and technologies related to microbial omics and their role in environmental research and human health. The term "omics" refers to a blend of high-throughput analysis and traditional methods including genomics, transcriptomics, proteomics, lipidomics and metabolomics for a variety of applications in the field of life sciences, biomedical sciences, environmental sciences, and related industries. The book aims to fill the existing gap in terms of a comprehensive approach that incorporates recent advances in this dynamic field and provides an answer to why this field requires an interdisciplinary research approach. The focus of this book is on the applications of genomics, epigenomics, metagenomics, integrative omics, machine learning and microbiome research in environmental health, disease, wastewater epidemiology, antibiotic resistance, drug discovery, cancer, production of secondary metabolites of microbial origin, oxidative stress alleviating mechanisms, etc. The overall construction of this book emphasizes three major perspectives, namely, elaborate knowledge from fundamentals to recent advances in technologies about omics in general and its application in microbiology, environment, and health in particular; illustrative figures capable of easy visualization of complex pathways; and serving as a platform for highly demanded bioinformatics strategies including relevant codes, programming scripts, machine learning and use of artificial intelligence strategies needed to streamline the research outcomes. With global contributions from authors from internationally renowned organizations who excel in relevant research, this book will benefit bibliophiles and prospective audiences from the research fraternity, academia, professionals, and experts in the field of life sciences, biomedical as well as industries related to the development of drug design and novel advances in biotechnological applications.