Stratifying antimalarial compounds with similar mode of action using machine learning on chemo-transcriptomic profiles

Stratifying antimalarial compounds with similar mode of action using machine learning on chemo-transcriptomic profiles

Malaria is a terrible disease caused by a protozoan parasite within the Plasmodium genus, claiming the lives of hundreds of thousands of people yearly, the majority of whom are children under the age of five. Of the five species of Plasmodium causing malaria in humans, P. falciparum is responsible f...

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Bibliographic Details
Main Author: Van Heerden, Ashleigh
Other Authors: Birkholtz, Lyn-Marie
Language:en
Published: University of Pretoria 2020
Subjects:
UCTD
Machine learning
Plasmodium falciparum
Online Access:http://hdl.handle.net/2263/73859
Van Heerden, A 2019, Stratifying antimalarial compounds with similar mode of action using machine learning on chemo-transcriptomic profiles, MSc Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/73859>

Internet

http://hdl.handle.net/2263/73859
Van Heerden, A 2019, Stratifying antimalarial compounds with similar mode of action using machine learning on chemo-transcriptomic profiles, MSc Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/73859>

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