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A deep learning approach for breast cancer diagnosis in ultrasound images
(Makerere University, 2022-09-20)
Breast cancer is a leading cause of morbidity and mortality among women
in Sub-Saharan Africa. However, the most popular breast lesion screening
modality, ultrasound, yields noisy images prone to subjective radiological ...
Automated intestinal parasite detection in stool samples using custom convolutional neural networks
(Makerere University, 2022-03-10)
Intestinal parasitic infections can cause serious health problems with relatively high infections in the developing world. Microscopy of stool remains the gold standard method for the diagnosis of intestinal parasites. ...
Predicting infectitious disease density in urban settings using Convolutional Neural Networks
(Makerere University, 2021)
Rapid and unplanned urbanization is said to pose serious public health challenges to developing countries due to inequality in socio-economic wellbeing, decent housing, etc. Consequently, differential disease risk is ...