Cargando…

Literature on Applied Machine Learning in Metagenomic Classification: A Scoping Review

SIMPLE SUMMARY: Technological advancements have led to modern DNA sequencing methods, capable of generating large amounts of data describing the microorganisms that live in samples taken from the environment. Metagenomics, the field that studies the different genomes within these samples, is becomin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tonkovic, Petar, Kalajdziski, Slobodan, Zdravevski, Eftim, Lameski, Petre, Corizzo, Roberto, Pires, Ivan Miguel, Garcia, Nuno M., Loncar-Turukalo, Tatjana, Trajkovik, Vladimir
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7763105/ https://www.ncbi.nlm.nih.gov/pubmed/33316921 http://dx.doi.org/10.3390/biology9120453

Ejemplares similares

Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
por: Loncar-Turukalo, Tatjana, et al.
Publicado: (2019)

Multi-Horizon Air Pollution Forecasting with Deep Neural Networks
por: Arsov, Mirche, et al.
Publicado: (2021)

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification
por: Petrovska, Biserka, et al.
Publicado: (2020)

Can the Eight Hop Test Be Measured with Sensors? A Systematic Review
por: Pimenta, Luís, et al.
Publicado: (2022)

Towards Detecting Pneumonia Progression in COVID-19 Patients by Monitoring Sleep Disturbance Using Data Streams of Non-Invasive Sensor Networks
por: Dimitrievski, Ace, et al.
Publicado: (2021)

Activities of daily living with motion: A dataset with accelerometer, magnetometer and gyroscope data from mobile devices
por: Pires, Ivan Miguel, et al.
Publicado: (2020)

Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS data
por: Pires, Ivan Miguel, et al.
Publicado: (2022)

Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
por: Pires, Ivan Miguel, et al.
Publicado: (2021)

Rural Healthcare IoT Architecture Based on Low-Energy LoRa
por: Dimitrievski, Ace, et al.
Publicado: (2021)

Mobile 5P-Medicine Approach for Cardiovascular Patients
por: Pires, Ivan Miguel, et al.
Publicado: (2021)

Experimental Study on Wound Area Measurement with Mobile Devices
por: Ferreira, Filipe, et al.
Publicado: (2021)

GAN-Based Image Colorization for Self-Supervised Visual Feature Learning
por: Treneska, Sandra, et al.
Publicado: (2022)

Aging at Work: A Review of Recent Trends and Future Directions
por: Barakovic Husic, Jasmina, et al.
Publicado: (2020)

Technological Solutions for Older People with Alzheimer’s Disease: Review
por: Maresova, Petra, et al.
Publicado: (2018)

Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns
por: Jovanovic, Mladjan, et al.
Publicado: (2022)

Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns
por: Jovanovic, Mladjan, et al.
Publicado: (2022)

Leveraging Interdisciplinary Education Toward Securing the Future of Connected Health Research in Europe: Qualitative Study
por: Chouvarda, Ioanna, et al.
Publicado: (2019)

Promotion of Healthy Lifestyles to Teenagers with Mobile Devices: A Case Study in Portugal
por: Villasana, María Vanessa, et al.
Publicado: (2020)

Promotion of Healthy Nutrition and Physical Activity Lifestyles for Teenagers: A Systematic Literature Review of The Current Methodologies
por: Villasana, María Vanessa, et al.
Publicado: (2020)

Advancing methods in big data capture, integration, classification and liberation
por: Zdravevski, Eftim, et al.
Publicado: (2023)

Mobile and wearable technologies for the analysis of Ten Meter Walk Test: A concise systematic review
por: Gabriel, Cristiana Lopes, et al.
Publicado: (2023)

Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection
por: Neves, Paulo Alexandre, et al.
Publicado: (2022)

Editorial: Wearable and mobile data analysis methodologies for personalized medicine
por: Pires, Ivan Miguel, et al.
Publicado: (2023)

Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification
por: Camara, José, et al.
Publicado: (2022)

ICT innovations 2018 engineering and life sciences: 10th international conference, ICT innovations 2018, Ohrid, Macedonia, September 17-19, 2018, proceedings
por: Kalajdziski, Slobodan, et al.
Publicado: (2018)

Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review
por: Denysyuk, Hanna Vitaliyivna, et al.
Publicado: (2023)

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison
por: Ivanoska, Ilinka, et al.
Publicado: (2021)

Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment
por: Marcos-Zambrano, Laura Judith, et al.
Publicado: (2021)

Corrigendum to “Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up” [Data in Brief, volume 46 (2023) 108874]
por: Duarte, Rui Pedro, et al.
Publicado: (2023)

Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up
por: Duarte, Rui Pedro, et al.
Publicado: (2023)

Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions
por: Zdravevski, Eftim, et al.
Publicado: (2017)

Recognition of Activities of Daily Living Based on Environmental Analyses Using Audio Fingerprinting Techniques: A Systematic Review
por: Pires, Ivan Miguel, et al.
Publicado: (2018)

Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics
por: Lazic, Ivan, et al.
Publicado: (2021)

A Comprehensive Review of Methods and Equipment for Aiding Automatic Glaucoma Tracking
por: Camara, José, et al.
Publicado: (2022)

A Framework for Malicious Traffic Detection in IoT Healthcare Environment
por: Hussain, Faisal, et al.
Publicado: (2021)

Mobile Computing Technologies for Health and Mobility Assessment: Research Design and Results of the Timed Up and Go Test in Older Adults
por: Ponciano, Vasco, et al.
Publicado: (2020)

A Fast Transform for Brain Connectivity Difference Evaluation
por: Zanin, Massimiliano, et al.
Publicado: (2021)

An Experimental Study on the Validity and Reliability of a Smartphone Application to Acquire Temporal Variables during the Single Sit-to-Stand Test with Older Adults
por: Marques, Diogo Luís, et al.
Publicado: (2021)

Development Technologies for the Monitoring of Six-Minute Walk Test: A Systematic Review
por: Pires, Ivan Miguel, et al.
Publicado: (2022)

Ensemble-based classification approach for micro-RNA mining applied on diverse metagenomic sequences
por: ElGokhy, Sherin M, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_hh8mbgv2jqq2v13ddeeqctd37l