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Author : Sheng Li
Publisher : Frontiers Media SA
ISBN 13 : 2832510000
Total Pages : 160 pages
Book Rating : 4.8/5 (325 download)
Download or read book Leveraging Machine Learning for Omics-driven Biomarker Discovery written by Sheng Li and published by Frontiers Media SA. This book was released on 2023-02-14 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ying Wang
Publisher : Frontiers Media SA
ISBN 13 : 2832539351
Total Pages : 141 pages
Book Rating : 4.8/5 (325 download)
Download or read book Revolutions in Human Biospecimen Study: Leveraging new technologies to explore the pathology, therapeutics and biomarkers for atherosclerotic disease written by Ying Wang and published by Frontiers Media SA. This book was released on 2023-11-20 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last few years, new high-throughput biotechnologies are revolutionizing our ways to utilize human biospecimens for understanding atherosclerotic disease. These recent advances allow deep profiling of individual cells at the genomics, epigenomics, transcriptomics and proteomics levels, or even simultaneous detection of various combinations of ‘Omics’ in the same cell. Additionally, novel methods to integrate data at different levels from tissue sections and dissociated tissues are the emerging trends in large and institutional biobank studies. Growing literature has shown the value of such sequencing and bioinformatic strategies in shedding light on (1) how risk genes, as identified by the Genome-Wide Association Study, contribute to atherogenesis (genotype to phenotype), and (2) how features of atherosclerotic lesions affect patient response in clinical trials (phenotype to the clinical outcome). The hybrid of cutting-edge biotechnologies and bioinformatic approaches helps us maximize biobank resources to accelerate bench-to-bedside research.
Author : Mehdi Pirooznia
Publisher : Frontiers Media SA
ISBN 13 : 2889667251
Total Pages : 143 pages
Book Rating : 4.8/5 (896 download)
Download or read book Machine Learning and Network-Driven Integrative Genomics written by Mehdi Pirooznia and published by Frontiers Media SA. This book was released on 2021-04-29 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Dr. Alok Kumar Srivastav
Publisher : Namya Press
ISBN 13 : 9355452845
Total Pages : 356 pages
Book Rating : 4.3/5 (554 download)
Download or read book AI AND BIOTECH IN PHARMACEUTICAL RESEARCH (Synergies in Drug Discovery) written by Dr. Alok Kumar Srivastav and published by Namya Press. This book was released on 2024-08-25 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: "AI and Biotech in Pharmaceutical Research: Synergies in Drug Discovery" offers a comprehensive exploration of the transformative role AI plays in modern drug discovery and development. The book delves into the integration of artificial intelligence with biotechnological advances, highlighting how these synergies are revolutionizing every stage of the pharmaceutical research process. From the basics of drug discovery to cutting-edge applications in personalized medicine and rare diseases, each chapter unravels the complexities of AI-driven approaches. It covers the impact of machine learning, predictive modeling, and computational biology, while also addressing ethical considerations, algorithmic bias, and regulatory challenges. Real-world case studies and success stories provide tangible examples of AI's potential to accelerate drug development and address unmet medical needs. The book also forecasts future trends, emphasizing the importance of interdisciplinary collaboration, innovative startups, and emerging technologies like blockchain. A must-read for professionals, researchers, and enthusiasts, this book presents a forward-looking view of how AI is reshaping the pharmaceutical landscape, driving innovation, and ultimately improving global health outcomes.
Author : Andrew J Hung
Publisher : Elsevier Health Sciences
ISBN 13 : 0443130361
Total Pages : 177 pages
Book Rating : 4.4/5 (431 download)
Download or read book Artificial Intelligence in Urology, An Issue of Urologic Clinics, E-Book written by Andrew J Hung and published by Elsevier Health Sciences. This book was released on 2023-11-09 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Urologic Clinics of North America, guest editor Dr. Andrew J. Hung brings his considerable expertise to the topic of Artificial Intelligence in Urology. Alongside technological advancements in artificial intelligence (AI), applications of AI in urology have grown tremendously over the last few years. This special issue highlights areas of particular interest, such as radiomics, pathomics, genomics, and surgery. Top experts in the field cover the current status and also preview future applications, aimed at improved patient outcomes. - Contains 13 relevant, practice-oriented topics including radiomics, pathomics, and surgical AI; genomics and AI: prostate cancer and renal cell carcinoma; pediatric urology and AI; bladder cancer and AI; AI in urology: big data sets; and more. - Provides in-depth clinical reviews on artificial intelligence in urology, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Author : Indranath Chatterjee
Publisher : CRC Press
ISBN 13 : 1040216293
Total Pages : 273 pages
Book Rating : 4.0/5 (42 download)
Download or read book Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence written by Indranath Chatterjee and published by CRC Press. This book was released on 2024-12-18 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveil the next frontier in neurodegenerative disorder research with Integrating Neuroimaging, Computational Neuroscience, and Artificial Intelligence. This groundbreaking book goes beyond traditional approaches, utilizing the power of interdisciplinary integration to illuminate new pathways in diagnosis and treatment. From AI-driven diagnostics to computational neuroscience models, this book showcases the forefront of innovation. Join us in exploring the future of neurodegenerative care, where collaboration and cutting-edge technology converge to redefine possibilities. Key Features: Integrates diverse fields of research, from neuroimaging to computational neuroscience and Artificial Intelligence. Emphasizes the translation of research findings into practical applications, ultimately benefitting patients and clinical practice. Reviews the implementation of Artificial Intelligence and computational models in diagnostic settings. Elucidates the current state of translational neuroscience exploring potential areas for further research and collaboration, including personalized treatments and drug development. Contributions from an international team of experts from diverse disciplines.
Author : Michael Mahler
Publisher : Academic Press
ISBN 13 : 032385432X
Total Pages : 302 pages
Book Rating : 4.3/5 (238 download)
Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler and published by Academic Press. This book was released on 2021-03-12 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. - Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions - Provides background, milestone and examples of precision medicine - Outlines the paradigm shift towards precision medicine driven by value-based systems - Discusses future applications of precision medicine research using AI - Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine
Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309224187
Total Pages : 354 pages
Book Rating : 4.3/5 (92 download)
Download or read book Evolution of Translational Omics written by Institute of Medicine and published by National Academies Press. This book was released on 2012-09-13 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technologies collectively called omics enable simultaneous measurement of an enormous number of biomolecules; for example, genomics investigates thousands of DNA sequences, and proteomics examines large numbers of proteins. Scientists are using these technologies to develop innovative tests to detect disease and to predict a patient's likelihood of responding to specific drugs. Following a recent case involving premature use of omics-based tests in cancer clinical trials at Duke University, the NCI requested that the IOM establish a committee to recommend ways to strengthen omics-based test development and evaluation. This report identifies best practices to enhance development, evaluation, and translation of omics-based tests while simultaneously reinforcing steps to ensure that these tests are appropriately assessed for scientific validity before they are used to guide patient treatment in clinical trials.
Author : Yee-Shan Ku
Publisher : BoD – Books on Demand
ISBN 13 : 1837694311
Total Pages : 102 pages
Book Rating : 4.8/5 (376 download)
Download or read book Electrophoresis - Recent Advances, New Perspectives and Applications written by Yee-Shan Ku and published by BoD – Books on Demand. This book was released on 2024-01-24 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrophoresis is a classic molecular biology technique. The basic idea is to separate molecules based on their sizes and charges. Coupled with other technologies, electrophoresis is applied in various research fields to suit different purposes. This book describes and discusses the applications of electrophoresis in various research fields, including single-cell technology, veterinary diagnosis, dental research, biodiversity study, and soil research.
Author : Abhishek Sengupta
Publisher : Springer Nature
ISBN 13 : 9819774519
Total Pages : 235 pages
Book Rating : 4.8/5 (197 download)
Download or read book Data-Driven Reproductive Health written by Abhishek Sengupta and published by Springer Nature. This book was released on with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Nathan Brown
Publisher : Royal Society of Chemistry
ISBN 13 : 1839160543
Total Pages : 425 pages
Book Rating : 4.8/5 (391 download)
Download or read book Artificial Intelligence in Drug Discovery written by Nathan Brown and published by Royal Society of Chemistry. This book was released on 2020-11-04 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.
Author : Xu-jie Zhou
Publisher : Frontiers Media SA
ISBN 13 : 2889765830
Total Pages : 227 pages
Book Rating : 4.8/5 (897 download)
Download or read book Towards Precision Medicine for Immune-Mediated Disorders: Advances in Using Big Data and Artificial Intelligence to Understand Heterogeneity in Inflammatory Responses written by Xu-jie Zhou and published by Frontiers Media SA. This book was released on 2022-08-16 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topic Editor Dr. MacLeod is employed by Janssen. All other Topic Editors declare no competing interests with regards to the Research Topic subject.
Author : SUDHANSHU TONPE
Publisher : Shashwat Publication
ISBN 13 : 9360876410
Total Pages : 630 pages
Book Rating : 4.3/5 (68 download)
Download or read book CODE BLUE TO CODE AI written by SUDHANSHU TONPE and published by Shashwat Publication. This book was released on 2024-08-23 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: The unique selling proposition (USP) of "Code Blue to Code AI" lies in its comprehensive exploration of the transformative impact of artificial intelligence (AI) on the healthcare industry. Authored by Dr. Sudhanshu Tonpe, the book stands out by: Expertise: Dr. Tonpe, an accomplished radiologist, brings his firsthand experience and insights to provide an authoritative perspective on the integration of AI in healthcare. Holistic Coverage: The book covers various facets, including medical diagnostics, drug discovery, patient engagement, and the collaboration between AI and healthcare professionals, offering a well-rounded understanding of the subject. Real-world Examples: By incorporating real-world case studies and examples, the book bridges the gap between theory and practical application, making the content relatable and insightful. Accessible Language: Dr. Tonpe communicates complex concepts in a clear and accessible language, making the book suitable for both healthcare professionals and a broader audience interested in the intersection of medicine and AI. Current Relevance: Given the dynamic nature of healthcare and AI, the book is likely to address contemporary issues and trends, keeping the content relevant and up-to-date. In essence, "Code Blue to Code AI" offers a unique blend of expertise, comprehensive coverage, practical examples, and accessibility, making it a valuable resource for anyone interested in the future of healthcare through the lens of artificial intelligence.
Author : Qinghai Miao
Publisher : Springer Nature
ISBN 13 : 3031674197
Total Pages : 118 pages
Book Rating : 4.0/5 (316 download)
Download or read book Artificial Intelligence for Science (AI4S) written by Qinghai Miao and published by Springer Nature. This book was released on with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Qiang Yang
Publisher : Cambridge University Press
ISBN 13 : 1108860087
Total Pages : 394 pages
Book Rating : 4.1/5 (88 download)
Download or read book Transfer Learning written by Qiang Yang and published by Cambridge University Press. This book was released on 2020-02-13 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world. For example, a pre-trained model that takes account of user privacy can be downloaded and adapted at the edge of a computer network. This self-contained, comprehensive reference text describes the standard algorithms and demonstrates how these are used in different transfer learning paradigms. It offers a solid grounding for newcomers as well as new insights for seasoned researchers and developers.
Author : Jake Y. Chen
Publisher : CRC Press
ISBN 13 : 1420086855
Total Pages : 736 pages
Book Rating : 4.4/5 (2 download)
Download or read book Biological Data Mining written by Jake Y. Chen and published by CRC Press. This book was released on 2009-09-01 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like a data-guzzling turbo engine, advanced data mining has been powering post-genome biological studies for two decades. Reflecting this growth, Biological Data Mining presents comprehensive data mining concepts, theories, and applications in current biological and medical research. Each chapter is written by a distinguished team of interdisciplin
Author : Aristidis Veves
Publisher : Springer Nature
ISBN 13 : 3031557158
Total Pages : 589 pages
Book Rating : 4.0/5 (315 download)
Download or read book The Diabetic Foot written by Aristidis Veves and published by Springer Nature. This book was released on with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt:
