Cargando…

Machine learning and deep learning applications in microbiome research

The many microbial communities around us form interactive and dynamic ecosystems called microbiomes. Though concealed from the naked eye, microbiomes govern and influence macroscopic systems including human health, plant resilience, and biogeochemical cycling. Such feats have attracted interest from...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hernández Medina, Ricardo, Kutuzova, Svetlana, Nielsen, Knud Nor, Johansen, Joachim, Hansen, Lars Hestbjerg, Nielsen, Mads, Rasmussen, Simon
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9723725/ https://www.ncbi.nlm.nih.gov/pubmed/37938690 http://dx.doi.org/10.1038/s43705-022-00182-9

Ejemplares similares

Machine learning for data integration in human gut microbiome
por: Li, Peishun, et al.
Publicado: (2022)

Adversarial and variational autoencoders improve metagenomic binning
por: Líndez, Pau Piera, et al.
Publicado: (2023)

Host-Specific and pH-Dependent Microbiomes of Copepods in an Extensive Rearing System
por: Skovgaard, Alf, et al.
Publicado: (2015)

Editorial: Microbiome and Machine Learning
por: Moreno-Indias, Isabel, et al.
Publicado: (2022)

Harnessing machine learning for development of microbiome therapeutics
por: McCoubrey, Laura E., et al.
Publicado: (2021)

Introduction to Machine Learning and Deep Learning
por: Kagan, Michael
Publicado: (2023)

Evolution of Sphingomonad Gene Clusters Related to Pesticide Catabolism Revealed by Genome Sequence and Mobilomics of Sphingobium herbicidovorans MH
por: Nielsen, Tue Kjærgaard, et al.
Publicado: (2017)

Deep learning for physical scientists: accelerating research with machine learning
por: Pyzer-Knapp, Edward O
Publicado: (2019)

Automatic Pulmonary Nodule Detection Applying Deep Learning or Machine Learning Algorithms to the LIDC-IDRI Database: A Systematic Review
por: Pehrson, Lea Marie, et al.
Publicado: (2019)

Microbiome Preprocessing Machine Learning Pipeline
por: Jasner, Yoel, et al.
Publicado: (2021)

Draft Genome Sequence of Isoproturon-Mineralizing Sphingomonas sp. SRS2, Isolated from an Agricultural Field in the United Kingdom
por: Nielsen, Tue Kjærgaard, et al.
Publicado: (2015)

Antibiotic resistance genes are differentially mobilized according to resistance mechanism
por: Nielsen, Tue Kjærgaard, et al.
Publicado: (2022)

Machine learning approaches in microbiome research: challenges and best practices
por: Papoutsoglou, Georgios, et al.
Publicado: (2023)

Openlab Machine Learning/ Deep Learning for simulation
por: Vallecorsa, Sofia
Publicado: (2018)

Artificial intelligence, machine learning, and deep learning
por: Campesato, Oswald
Publicado: (2020)

Machine learning and deep learning approaches in IoT
por: Javed, Abqa, et al.
Publicado: (2023)

Python machine learning: machine learning and deep learning with Python, scikit-learn, and TensorFlow
por: Raschka, Sebastian, et al.
Publicado: (2017)

Complete Genome Sequences of Highly Arsenite-Resistant Bacteria Brevibacterium sp. Strain CS2 and Micrococcus luteus AS2
por: Sher, Shahid, et al.
Publicado: (2019)

Python machine learning: machine learning and deep learning with Python, scikit-learn, and TensorFlow 2
por: Raschka, Sebastian, et al.
Publicado: (2019)

Draft Genome Sequence of MCPA-Degrading Sphingomonas sp. Strain ERG5, Isolated from a Groundwater Aquifer in Denmark
por: Nielsen, Tue Kjærgaard, et al.
Publicado: (2015)

Artificial intelligence driven by machine learning and deep learning
por: Zohuri, Bahman, et al.
Publicado: (2020)

Introduction to Machine Learning, Neural Networks, and Deep Learning
por: Choi, Rene Y., et al.
Publicado: (2020)

Machine Learning and Deep Learning for the Pharmacogenomics of Antidepressant Treatments
por: Lin, Eugene, et al.
Publicado: (2021)

Overview of data preprocessing for machine learning applications in human microbiome research
por: Ibrahimi, Eliana, et al.
Publicado: (2023)

DeepAnomaly: Combining Background Subtraction and Deep Learning for Detecting Obstacles and Anomalies in an Agricultural Field
por: Christiansen, Peter, et al.
Publicado: (2016)

Peer Learning in Instrumental Practicing
por: Nielsen, Siw G., et al.
Publicado: (2018)

Scala machine learning projects: build real-world machine learning and deep learning projects with Scala
por: Karim, Md Rezaul
Publicado: (2018)

Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient
por: Agrawal, Tanay
Publicado: (2020)

Machine Learning and Deep Neural Networks
por: Fidalgo Rodriguez, Guillermo Antonio
Publicado: (2018)

Deep in-memory architectures for machine learning
por: Kang, Mingu, et al.
Publicado: (2020)

Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action
por: D’Elia, Domenica, et al.
Publicado: (2023)

Deep learning—Using machine learning to study biological vision
por: Majaj, Najib J., et al.
Publicado: (2018)

Editorial: Machine Learning and Deep Learning for Physiological Signal Analysis
por: Tripathy, Rajesh Kumar, et al.
Publicado: (2022)

Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics”
por: Kang, Mingon, et al.
Publicado: (2022)

Artificial intelligence, machine learning, and deep learning in orthopedic surgery
por: Atik, O. Şahap
Publicado: (2022)

Cardiovascular diseases prediction by machine learning incorporation with deep learning
por: Subramani, Sivakannan, et al.
Publicado: (2023)

Editorial: Machine learning and deep learning in biomedical signal analysis
por: Feng, Bao, et al.
Publicado: (2023)

Towards multi-label classification: Next step of machine learning for microbiome research
por: Wu, Shunyao, et al.
Publicado: (2021)

Gaussian processes for machine learning
por: Rasmussen, Carl Edward, et al.
Publicado: (2006)

It takes guts to learn: machine learning techniques for disease detection from the gut microbiome
por: Curry, Kristen D., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_jrjgfjb1rha4v38v4qa3rjlbk5