Cargando…

Risk score prediction model based on single nucleotide polymorphism for predicting malaria: a machine learning approach

BACKGROUND: The malaria risk prediction is currently limited to using advanced statistical methods, such as time series and cluster analysis on epidemiological data. Nevertheless, machine learning models have been explored to study the complexity of malaria through blood smear images and environment...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tai, Kah Yee, Dhaliwal, Jasbir, Wong, KokSheik
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9358850/ https://www.ncbi.nlm.nih.gov/pubmed/35934714 http://dx.doi.org/10.1186/s12859-022-04870-0

Ejemplares similares

Selected neuropeptide genes show genetic differentiation between Africans and non-Africans
por: Tai, Kah Yee, et al.
Publicado: (2020)

CUPSEED - A combined use of prediction syntax elements to embed data in SHVC video
por: Pang, LieLin, et al.
Publicado: (2021)

Improved Coefficient Recovery and Its Application for Rewritable Data Embedding
por: Sii, Alan, et al.
Publicado: (2021)

Machine learning approach to single nucleotide polymorphism-based asthma prediction
por: Gaudillo, Joverlyn, et al.
Publicado: (2019)

Leveraging Mann–Whitney U test on large-scale genetic variation data for analysing malaria genetic markers
por: Tai, Kah Yee, et al.
Publicado: (2022)

Prediction of Smoking Behavior From Single Nucleotide Polymorphisms With Machine Learning Approaches
por: Xu, Yi, et al.
Publicado: (2020)

Machine Learning Prediction of Crossbred Pig Feed Efficiency and Growth Rate From Single Nucleotide Polymorphisms
por: Tusell, Llibertat, et al.
Publicado: (2020)

Cancer Risk Score Prediction Based on a Single-Nucleotide Polymorphism Network
por: Mahesworo, Bharuno, et al.
Publicado: (2022)

Single-nucleotide polymorphisms based genetic risk score in the prediction of pancreatic cancer risk
por: Wang, Xiao-Yi, et al.
Publicado: (2020)

Predicting the phenotypic effects of non-synonymous single nucleotide polymorphisms based on support vector machines
por: Tian, Jian, et al.
Publicado: (2007)

Machine Learning Techniques for Single Nucleotide Polymorphism—Disease Classification Models in Schizophrenia
por: Aguiar-Pulido, Vanessa, et al.
Publicado: (2010)

Prediction of Deleterious Nonsynonymous Single-Nucleotide Polymorphism for Human Diseases
por: Wu, Jiaxin, et al.
Publicado: (2013)

Computational Prediction of Probable Single Nucleotide Polymorphism-Cancer Relationships
por: Bakhtiari, Shahab, et al.
Publicado: (2020)

FACS-Based Graph Features for Real-Time Micro-Expression Recognition
por: Buhari, Adamu Muhammad, et al.
Publicado: (2020)

Genomic analysis of single nucleotide polymorphisms in malaria parasite drug targets
por: Gill, Jasmita, et al.
Publicado: (2022)

Predicting malaria epidemics in Burkina Faso with machine learning
por: Harvey, David, et al.
Publicado: (2021)

The impact of single nucleotide polymorphism selection on prediction of genomewide breeding values
por: Żukowski, Kacper, et al.
Publicado: (2009)

Single Nucleotide Polymorphism Network: A Combinatorial Paradigm for Risk Prediction
por: Das Roy, Puspita, et al.
Publicado: (2013)

Phenotype Prediction of Pathogenic Nonsynonymous Single Nucleotide Polymorphisms in WFS1
por: Qian, Xuli, et al.
Publicado: (2015)

Single nucleotide polymorphisms as prognostic and predictive biomarkers in renal cell carcinoma
por: Garrigós, Carmen, et al.
Publicado: (2017)

Eye color prediction using single nucleotide polymorphisms in Saudi population
por: Alghamdi, Jahad, et al.
Publicado: (2019)

Single nucleotide polymorphisms affect miRNA target prediction in bovine
por: de Sousa, Marco Antônio Perpétuo, et al.
Publicado: (2021)

Single nucleotide polymorphism genes and mitochondrial DNA haplogroups as biomarkers for early prediction of knee osteoarthritis structural progressors: use of supervised machine learning classifiers
por: Bonakdari, Hossein, et al.
Publicado: (2022)

The Impact of Protein Structure and Sequence Similarity on the Accuracy of Machine-Learning Scoring Functions for Binding Affinity Prediction
por: Li, Hongjian, et al.
Publicado: (2018)

Association of the Single-Nucleotide Polymorphism and Haplotype of the Complement Receptor 1 Gene with Malaria
por: Lan, Yan, et al.
Publicado: (2015)

EFIN: predicting the functional impact of nonsynonymous single nucleotide polymorphisms in human genome
por: Zeng, Shuai, et al.
Publicado: (2014)

An empirical workflow for genome-wide single nucleotide polymorphism-based predictive modeling
por: Floudas, Charalampos S., et al.
Publicado: (2013)

Breast cancer prediction using genome wide single nucleotide polymorphism data
por: Hajiloo, Mohsen, et al.
Publicado: (2013)

Rs488087 single nucleotide polymorphism as predictive risk factor for pancreatic cancers
por: Martinez, Emmanuelle, et al.
Publicado: (2015)

Oxytocin receptor single nucleotide polymorphism predicts atony-related postpartum hemorrhage
por: Erickson, Elise N., et al.
Publicado: (2022)

Novel single nucleotide polymorphism biomarkers to predict opioid effects for cancer pain
por: Fujita, Yoshihiko, et al.
Publicado: (2023)

Ensemble machine learning modeling for the prediction of artemisinin resistance in malaria
por: Ford, Colby T., et al.
Publicado: (2020)

Single nucleotide polymorphism marker combinations for classifying Yeonsan Ogye chicken using a machine learning approach
por: Cho, Eunjin, et al.
Publicado: (2022)

Missing single nucleotide polymorphisms in Genetic Risk Scores: A simulation study
por: Chagnon, Miguel, et al.
Publicado: (2018)

Identification and analysis of Single Nucleotide Polymorphisms (SNPs) in the mosquito Anopheles funestus, malaria vector
por: Wondji, Charles S, et al.
Publicado: (2007)

Methods to Increase the Sensitivity of High Resolution Melting Single Nucleotide Polymorphism Genotyping in Malaria
por: Daniels, Rachel, et al.
Publicado: (2015)

Associations of Single Nucleotide Polymorphisms in IL-18 Gene with Plasmodium falciparum-Associated Malaria
por: AlRuwaisan, Alaa U, et al.
Publicado: (2021)

Geography and genography: prediction of continental origin using randomly selected single nucleotide polymorphisms
por: Allocco, Dominic J, et al.
Publicado: (2007)

Accurate Prediction of the Functional Significance of Single Nucleotide Polymorphisms and Mutations in the ABCA1 Gene
por: Brunham, Liam R, et al.
Publicado: (2005)

Predicting responses to sunitinib using single nucleotide polymorphisms: Progress and recommendations for future trials
por: Ganapathi, Ram N, et al.
Publicado: (2011)

Cannot write session to /tmp/vufind_sessions/sess_u4t6nmq66lvl186trqn6i2tg97