Darlington S. Mapiye

According to our database, Darlington S. Mapiye authored at least 5 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A review and comparative study of cancer detection using machine learning: SBERT and SimCSE application.

Mpho Mokoatle, Vukosi Marivate, Darlington S. Mapiye, Riana Bornman, Vanessa M. Hayes

BMC Bioinform., December, 2023

2021

First-line drug resistance profiling of Mycobacterium tuberculosis: a machine learning approach.

Stephanie J. Müller, Rebone L. Meraba, Gciniwe S. Dlamini, Darlington S. Mapiye

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Classification of COVID-19 and Other Pathogenic Sequences: A Dinucleotide Frequency and Machine Learning Approach.

Gciniwe S. Dlamini, Stephanie J. Müller, Rebone L. Meraba, Richard A. Young, James Mashiyane, Tapiwa M. Chiwewe, Darlington S. Mapiye

IEEE Access, 2020

Phenotype Prediction of DNA Sequence Data: A Machine- and Statistical Learning Approach.

Darlington S. Mapiye, Mpho Mokoatle, Dineo Makoro, Stephanie J. Müller, Gciniwe S. Dlamini, James Mashiyane, Lavina Joseph, Nazir Ismail, Shaheed Vally Omar

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2020

2016

Identification of phenotype-relevant differentially expressed genes in breast cancer demonstrates enhanced quantile discretization protocol's utility in multi-platform microarray data integration.

Darlington S. Mapiye, Alan Christoffels, Junaid Gamieldien

J. Bioinform. Comput. Biol., 2016