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Development of a machine learning based predictive maintenance algorithm for transformers in distribution substations
(2022-02-10)
Maintenance management is an important component of a well-functioning plant and it ensures that all equipment required for production is operating at 100 percent efficiency at all times. Maintenance of substation equipment ...
Development of a machine learning based predictive maintenance algorithm for transformers in distribution substations.
(2022-02-10)
With inadequate maintenance being the third most cause of transformer failures in substations, adoption of suitable maintenance strategies for plant equipment has become an essential decision. The existing maintenance ...
Machine learning-aided classification of Covid-19 in lung Ultrasound Images.
(2022-03)
With the rapid development of COVID-19 into a global pandemic, Uganda is in dire need
of screening tools to aid risk strati cation for con rmatory testing, quarantining as well as
facilitate appropriate allocation of the ...
Machine learning-aided screening of COVID-19 in Lung Ultrasound images.
(Makerere University, 2022-01-22)
In this project, the transfer learning technique was exploited on several deep learning algorithms to classify COVID-19 in Lung Ultrasound images. Training and preliminary testing of the algorithms was performed with the ...
A machine learning strategy for automatic detection of high risk pregnancies in Uganda
(Makerere University, 2022-09-21)
High risk pregnancies have a significant contribution to the increasing maternal and infant mortality rates in Uganda. One of the major parameters for assessing pregnancy risk is the fetal skull circumference of unborn ...