Publications by authors named "Chikodili Helen Ugwuishiwu"
Article Synopsis
- - Malaria causes over two million deaths each year, primarily due to the challenges in developing effective drugs against Plasmodium falciparum, including drug resistance and the lack of suitable animal models.
- - The review highlights the potential of new antimalarial drug discovery approaches, particularly through the use of large datasets and machine learning tools to predict and categorize compounds targeting P. falciparum.
- - While techniques like Random Forest and Support Vector Machines have shown promise, there is still a need to explore and apply various machine learning tools on larger datasets to improve drug development.
