Darlington S. Mapiye

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 5

Top Topics

Microarray Data

Statistical Learning

Profile Hidden Markov Models

Differentially Expressed Genes

Top Venues

J. Bioinform. Comput. Biol.

Publications

Mpho Mokoatle, Vukosi Marivate, Darlington S. Mapiye, Riana Bornman, Vanessa M. Hayes
A review and comparative study of cancer detection using machine learning: SBERT and SimCSE application. BMC Bioinform. 24 (1) (2023)
Stephanie J. Müller, Rebone L. Meraba, Gciniwe S. Dlamini, Darlington S. Mapiye
First-line drug resistance profiling of Mycobacterium tuberculosis: a machine learning approach. AMIA (2021)
Darlington S. Mapiye, Mpho Mokoatle, Dineo Makoro, Stephanie J. Müller, Gciniwe S. Dlamini, James Mashiyane, Lavina Joseph, Nazir Ismail, Shaheed Vally Omar
Phenotype Prediction of DNA Sequence Data: A Machine- and Statistical Learning Approach. CIBCB (2020)
Gciniwe S. Dlamini, Stephanie J. Müller, Rebone L. Meraba, Richard A. Young, James Mashiyane, Tapiwa M. Chiwewe, Darlington S. Mapiye
Classification of COVID-19 and Other Pathogenic Sequences: A Dinucleotide Frequency and Machine Learning Approach. IEEE Access 8 (2020)
Darlington S. Mapiye, Alan Christoffels, Junaid Gamieldien
Identification of phenotype-relevant differentially expressed genes in breast cancer demonstrates enhanced quantile discretization protocol's utility in multi-platform microarray data integration. J. Bioinform. Comput. Biol. 14 (5) (2016)