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Microbiome and Machine Learning, Volume II
Due to the success of Microbiome and Machine Learning, which collected research results and perspectives of researchers working in the field of machine learning (ML) applied to the analysis of microbiome data, we are launching the second volume to collate any new findings in the field to further our understanding and encourage the participation of experts worldwide in the discussion. The success of ML algorithms in the field is substantially due to their capacity to process high-dimensional data and deal with uncertainty and noise. However, to maximize the combinatory potential of these emerging fields (microbiome and ML), researchers have to deal with some aspects that are complex and inherently related to microbiome data. Microbiome data are convoluted, noisy and highly variable, and non-standard analytical methodologies are required to unlock their clinical and scientific potential. Therefore, although a wide range of statistical modelling and ML methods are available, their application is only sometimes optimal when dealing with microbiome data.
HUMAN MICROBIOME
Discover the secrets of the microbiota that inhabit our bodies with "Human Microbiome". This fascinating book explores the invisible world of microorganisms living in symbiosis with us and how they impact our health, from digestion to the immune system and the brain. Dive into the latest scientific discoveries and learn how you can cultivate a healthy microbiome through diet and lifestyle. With case studies and practical advice, "Human Microbiome" is an essential guide for anyone interested in improving their well-being and gaining a better understanding of human biology. Whether you're dealing with chronic health issues or simply want to optimize your vitality, this book provides the tools and knowledge needed to transform your relationship with your microbiome.
Epigenetic Biomarker and Personalized Precision Medicine
This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
Pathophysiology of Bone and Mineral Metabolism
Bone is the principal store for calcium and phosphate and one of the main regulators of mineral metabolism. The principal cells involved in bone remodeling are osteocytes, osteoblasts and osteoclasts, which maintain a precise equilibrium of bone mass. However, there are many factors that can affect bone and mineral homeostasis such as inadequate diet, microbiota alterations or aging. Furthermore, pathological conditions such as renal diseases, genetic disorders, obesity or inflammatory diseases can also potentially affect bone homeostasis, compromising bone health and leading to fractures and complications. Thus, integration of the mechanisms involved in mineral and bone alterations is key to understand bone physiology and its endocrine functions.
Shaping of Human Immune System and Metabolic Processes by Viruses and Microorganisms
Recent advances in the understanding of microbiota in health and diseases are presented in this special issue of Frontiers in Immunology and Frontiers in Microbiology as well as their impact on the immune system that can lead to the development of pathologies. Potential perspectives and biomarkers are also addressed. We offer this Research Topic involving 64 articles and 501 authors to discuss recent advances regarding: 1. An overview of the human microbiota and its capacity to interact with the human immune system and metabolic processes, 2. New developments in understanding the immune system’s strategies to respond to infections and escape strategies used by pathogens to counteract such responses, 3. The link between the microbiota and pathology in terms of autoimmunity, allergy, cancers and other diseases.
Arizona Indians
Committee Serial No. 17. Considers the need for rehabilitation programs among Arizona Indians. Hearing was held in Tucson, Ariz.
Arizona Indians
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