Artificial Intelligence


Book Description

Artificial Intelligence, Volume 49 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics. Chapters in this new release include AI Teacher-Student based Adaptive Structural Deep Learning Model and Its Estimating Uncertainty of Image Data, Machine-derived Intelligence: Computations Beyond the Null Hypothesis, Object oriented basis of artificial intelligence methodologies I in Judicial Systems in India, Artificial Intelligence in Systems Biology, Machine-Learning in Geometry and Physics, Innovation and Machine Learning: Crowdsourcing Open-Source Natural Language Processing (NLP) Algorithms to Advance Public Health Surveillance, and more. Other chapters cover Learning and identity testing of Markov chains, Data privacy for machine learning and statistics, and The interface between AI and Mathematics. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Handbook of Statistics series - Includes the latest information on Artificial Intelligence







Immunotoxicogenomics


Book Description

Immunotoxicogenomics: A Multidisciplinary Approach in Systems Toxicology provides broad coverage to diverse aspects of immunotoxicogenomics. The book covers the major mechanisms and effects of toxic substances on the immune system and on the regulation of gene expression. This includes the aims, opportunities, clinical applications, recent developments, emerging and future trends in immunotoxicogenomics.The book starts off with a discussion of the systemic approach to the study of toxicants. It also looks at the current genomic tools used to assess immunotoxicity and the systems biology methods used in immuno-toxicogenomics. Other topics include genomic expression profiling, the use of gene expression as a tool to understand and predict immunotoxicity, immunotox-icogenomics as a screening tool, and the assessment and analysis of Immunotoxicogenomics data. Future trends round off the discussion in the book. Immunotoxicogenomics: A Multidisciplinary Approach in Systems Toxicology provides a collaborative multidisciplinary approach for researchers in the fields of toxicology, genetics, and immunology and others engaged in the study on the effects of toxic substances on immune responses. - Offers background and progress information for clinical applications and potential immunotoxicogenomics prospects - Covers the major mechanisms currently known by which toxic substances affect the immune system and gene expression - Provides a multidisciplinary approach to immunotoxicology, with updated content on fundamentals, the latest breakthroughs, clinical applications, and future perspectives




Current Omics Advancement in Plant Abiotic Stress Biology


Book Description

Applied Biotechnology Strategies to Combat Plant Abiotic Stress investigates the causal molecular factors underlying the respective mechanisms orchestrated by plants to help alleviate abiotic stress in which Although knowledge of abiotic stresses in crop plants and high throughput tools and biotechnologies is avaiable, in this book, a systematic effort has been made for integrating omics interventions across major sorts of abiotic stresses with special emphasis to major food crops infused with detailed mechanistic understanding, which would furthermore help contribute in dissecting the interdisciplinary areas of omics-driven plant abiotic stress biology in a much better manner. In 32 chapters Applied Biotechnology Strategies to Combat Plant Abiotic Stress focuses on the integration of multi-OMICS biotechnologies in deciphering molecular intricacies of plant abiotic stress namely drought, salt, cold, heat, heavy metals, in major C3 and C4 food crops. Together with this, the book provides updated knowledge of common and unique set of molecular intricacies playing a vital role in coping up severe abiotic stresses in plants deploying multi-OMICS approaches This book is a valuable resource for early researchers, senior academicians, and scientists in the field of biotechnology, biochemistry, molecular biology, researchers in agriculture and, crops for human foods, and all those who wish to broaden their knowledge in the allied field. - Describes biotechnological strategies to combat plant abiotic stress - Covers the latest evidence based multipronged approaches in understanding omics perspective of stress tolerance - Focuses on the integration of multi-OMICS technologies in deciphering molecular intricacies of plant abiotic stress




Medical and biological physics


Book Description

Medical and Biological Physics Introduction to Medical and Biological Physics Fundamentals of Biological Systems Biomechanics and Biophysics Bioelectromagnetism and Bioelectricity Radiation Physics in Medicine Imaging Techniques in Biology and Medicine Spectroscopic Methods in Biological and Medical Research Molecular and Cellular Biophysics Bioinformatics and Computational Biology Tissue Engineering and Regenerative Medicine Nanotechnology in Biology and Medicine Ultrasound and its Applications in Medicine Magnetic Resonance Imaging (MRI) Principles and Techniques Emerging Trends and Future Directions in Medical and Biological Physics




Network Bioscience Volume II


Book Description




Concepts and Techniques in OMICS and System Biology


Book Description

Concepts and Techniques in OMICS and Systems Biology provides a concise and lucid account on the technical aspects of omics, system biology and their application in fields of different life science. With a strong focus on the fundamental principles understanding of metabolomics, ionomics and system biology, the book also gives an updated account on technical aspects of omics and system biology. Since both omics and systems biology fields are fast advancing filed of biological sciences, its significance and applications need to be understood from the baseline. In 10 chapters Concepts and Techniques in OMICS and Systems Biology introduces the reader to both Proteomics, Metabolomics and Ionomics, and System Biology, the technical applications, describes both the software in for proteomics as metabolomic enumeration and preludes Omics technologies and their applications. The chapters are designed in a well-defined chronology such that readers will understand the concepts and techniques involved in omics and system biology. This compilation will be ideal reading material for students, researchers and people working in the industries related to biological sciences. Provides an in-depth explanation of fundamental principles regarding the understanding of metabolomics, ionomics and system biology. Gives updated account on technical aspects of omics and system biology. Includes unique content in its theoretical background, technical approaches and advancements made in omics and systems biology




Genomic Intelligence


Book Description

The field of metagenomics has revolutionized our comprehension of microbial diversity and function across various habitats, from the human body to terrestrial and aquatic environments. Simultaneously, advancements in AI have empowered researchers to analyze vast troves of genomic data with unprecedented speed and precision, facilitating new insights into the complex interplay between microorganisms and their surroundings. The subject matter in this book provides an overview of metagenomics and discusses the combination of metagenomics and AI and its significant consequences for advancements in science. The chapters examine the approaches, difficulties, and revolutionary uses of AI in metagenomics and provide insight into the convergence of genomics, metagenomics, and AI’s potential to revolutionize diverse fields from healthcare to environmental. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan)




Multi-omics and Computational Biology in Horticultural Plants: From Genotype to Phenotype, Volume II


Book Description

This Research Topic is part of the article collection series - Multi-omics and Computational Biology in Horticultural Plants: From Genotype to Phenotype. Horticultural plants play an important role for humans by providing herbal medicines, beverages, vegetables, fruits, and ornamentals. High-throughput technologies have revolutionised the time scale and power of detecting insights into physiological changes and biological mechanisms in plants. All sequencing data and tools have helped us better understand the evolutionary histories of horticultural plants and provide genotype and phenotype resources for molecular studies on economically important traits. The integration of these -omics technologies (e.g., genomics, transcriptomics, proteomics, metabolomics, lipidomics, ionomics, and redoxomics) is currently at the forefront of plant research. The genomes of horticultural plants are highly diverse and complex, often with a high degree of heterozygosity and polyploidy. Novel computational methods need to be developed to take advantage of state-of-the-art genomic technologies. As a result, the mining of multi-omics data and the development of new computational biology approaches for the reliable and efficient analysis of plant traits is necessary.