Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment
2021 · Frontiers in Microbiology · 369 citations
https://doi.org/10.3389/fmicb.2021.634511
M
Malik Yousef
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Malik Yousef is an academic researcher from The University of Texas MD Anderson Cancer Center. The author has contributed to research in topics: MicroRNA in disease regulation & Gene expression and cancer classification & Machine Learning in Bioinformatics. The author has an h-index of 32, co-authored 153 publications.
ORCID: 0000-0001-8780-6303Papers by this author
worksLearning from positive examples when the negative class is undetermined- microRNA gene identification
2008 · Algorithms for Molecular Biology · 80 citations
https://doi.org/10.1186/1748-7188-3-2
Classification and biomarker identification using gene network modules and support vector machines
2009 · BMC Bioinformatics · 62 citations
https://doi.org/10.1186/1471-2105-10-337
PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach
2023 · BMC Bioinformatics · 25 citations
https://doi.org/10.1186/s12859-023-05187-2
Topic selection for text classification using ensemble topic modeling with grouping, scoring, and modeling approach
2024 · Scientific Reports · 14 citations
https://doi.org/10.1038/s41598-024-74022-2
Categorization of species based on their microRNAs employing sequence motifs, information-theoretic sequence feature extraction, and k-mers
2017 · EURASIP Journal on Advances in Signal Processing · 13 citations
https://doi.org/10.1186/s13634-017-0506-8
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