Microbiome And Machine Learning Volume Ii

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Microbiome And Machine Learning Volume Ii

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Author : Erik Bongcam-Rudloff
language : en
Publisher: Frontiers Media SA
Release Date : 2024-10-24

Microbiome And Machine Learning Volume Ii written by Erik Bongcam-Rudloff 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 2024-10-24 with Science categories.

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.

New Techniques In Microbiome Research Vol Ii Host Microbiome Interactions Using Meta Omics Techniques

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Author : Tao Lin
language : en
Publisher: Frontiers Media SA
Release Date : 2024-12-31

New Techniques In Microbiome Research Vol Ii Host Microbiome Interactions Using Meta Omics Techniques written by Tao Lin 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 2024-12-31 with Science categories.

Given the success of Volume I of this Research Topic, we are pleased to announce the launch of Volume II New Techniques in Microbiome Research. Microbiome research is driven by an interest in the mechanism of how the microbiota impacts and respond to disease. To date, only a small percentage of the bacteria that comprise the human microbiome have been isolated, identified, and studied. More than 95% of microorganisms have not been isolated and cultured because the required growth conditions cannot be reproduced in the laboratory. However, recent technological advances in next-generation sequencing and metagenomics have made it feasible to analyze the entire human microbiome. Improvement in technology has made it possible to culture the ‘unculturable’ human microbiota, isolate, and identify the anaerobes. For example, human noroviruses have been replicated in stem cell-derived human enteroids, complex microbiota have been co-cultured in an anaerobic intestine-on-a-chip system, a novel human enteroid-anaerobe co-culture system has been used to study microbial-host interaction under physiological hypoxia, and microbial communities have been cultured from fecal samples using mini-bioreactor arrays.

Computational Methods For Microbiome Analysis Volume 2

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Author : Setubal
language : en
Publisher: Frontiers Media SA
Release Date : 2023-01-04

Computational Methods For Microbiome Analysis Volume 2 written by Setubal 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 2023-01-04 with Science categories.

Artificial Intelligence In Microbiology Scope And Challenges Volume Ii

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Author :
language : en
Publisher: Elsevier
Release Date : 2025-02-06

Artificial Intelligence In Microbiology Scope And Challenges Volume Ii written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-06 with Science categories.

Artificial Intelligence in Microbiology: Scope and Challenges, Volume-II, Volume 56 covers changes due to the emergence of Artificial Intelligence (AI). AI is being used to analyze massive data in a predictable form, about the behavior of microorganisms, to solve microbial classification-related problems, and more. Chapters include Taking on the resistance: AI and battle against antimicrobial resistance, AI-powered insights into microbial communities for bioremediation strategies, Efficient and cost-effective production of viral vaccines via AI, Production and development of novel drug targets through AI, Use of AI in neuroscience, Role of Artificial Intelligence in studying metagenomics of Microbes: Decoding the microbial Sphere, and more.Other chapters explore Exploring the functional role of bacterial proteins via AI, Application of AI in Aquaculture/Fisheries: Disease identification, detection, diagnosis, drug development, Artificial Intelligence in drug discovery & development; scope and challenges, Production of bacteriocins by AI: as food preservative, Exploring the Role of Artificial Intelligence in the Microbial remediation of heavy metals, Uses of Artificial Intelligence in the Agricultural Pest Management, Microbial fermentation processes using Artificial Intelligence, and more. - Uncovers extended functions of AI in microbiology - Includes topics surrounding the production and development of novel drug targets through AI - Presents the existing challenges for using and selecting appropriate AI tools in health, agriculture, and in the food sector

Bio Based Solutions For Sustainable Development Of Agriculture Volume Ii

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Author : Eduardo V. Soares
language : en
Publisher: Frontiers Media SA
Release Date : 2024-11-26

Bio Based Solutions For Sustainable Development Of Agriculture Volume Ii written by Eduardo V. Soares 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 2024-11-26 with Science categories.

The agricultural industry is primarily driven by the fast growth of the population and the subsequent need to supply sufficient food globally. It is estimated that the global population will expand from 8 billion to about 9 billion in 2050 and crop production needs to double in order to supply enough food for all people by 2050. Moreover, the climate change and the intensification of areas of infertile and unproductive soil create new and additional difficulties. It is urgent and of utter importance to find alternative practices to the traditional ones (based on the indiscriminate use of various synthetic chemicals, e.g. fertilizers and pesticides), which are mainly used nowadays, to overcome current and future agricultural challenges in a natural, more efficient and sustainable way. Recent regulations (EU 1009/2019 and Farm Bill in EU and USA, respectively) promote the adoption of biostimulants in agriculture and open the market for new and innovative solutions. This regulation is a major step forward that should encourage the scientific community, in strict interaction with the industry, in the continuous development of new bio-based solutions for modern agriculture.

Interactions Between Bioactive Food Ingredients And Intestinal Microbiota Volume Ii

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Author : Zheng Ruan
language : en
Publisher: Frontiers Media SA
Release Date : 2024-09-27

Interactions Between Bioactive Food Ingredients And Intestinal Microbiota Volume Ii written by Zheng Ruan 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 2024-09-27 with Science categories.

This is Volume II of the Research Topic "Interactions between Bioactive Food Ingredients and Intestinal Microbiota". The previous edition can be found here. Numerous microorganisms colonize the gastrointestinal tract playing critical roles concerning digestion and absorption of dietary nutrients and the regulation of important functions, including host metabolism, immunity, and intestinal barrier function. Increasing evidence suggests that food encompassing nutrients and polyphenols are strong drivers shaping the composition and function of the gut microbiota and mediate the host's physiological activities directly or indirectly. However, the mechanisms involved in the interactions between food nutrients/prebiotics, gut microbiota and host health have not been enlightened to a wide extent.

Plant Microbiome Interactions Mechanisms Of Action And Applications Volume Ii

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Author : Alok Kumar Srivastava
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-27

Plant Microbiome Interactions Mechanisms Of Action And Applications Volume Ii written by Alok Kumar Srivastava 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 2022-06-27 with Science categories.

The Plant Holobiont Volume Ii Impacts Of The Rhizosphere On Plant Health

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Author : Nadia Lombardi
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-07

The Plant Holobiont Volume Ii Impacts Of The Rhizosphere On Plant Health written by Nadia Lombardi 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 2022-02-07 with Science categories.

The Pivotal Role Of Oral Microbiota Dysbiosis And Microbiota Host Interactions In Diseases Volume Ii

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Author : Yulong Niu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-02

The Pivotal Role Of Oral Microbiota Dysbiosis And Microbiota Host Interactions In Diseases Volume Ii written by Yulong Niu 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 2023-02-02 with Science categories.

Oceanobs 19 An Ocean Of Opportunity Volume Ii

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Author : Tong Lee
language : en
Publisher: Frontiers Media SA
Release Date : 2020-12-31

Oceanobs 19 An Ocean Of Opportunity Volume Ii written by Tong Lee 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 2020-12-31 with Science categories.

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.