Computational Biology and Bioinformatics
Current CRISPR guide design tools rank on single scores without multi-module integration. This project seeks to develop machine learning models to predict optimal CRISPR-Cas9 Guide RNA seque…
Robotics and Intelligent Machines
Language models are increasingly explored for classifying online messages during disasters to route resources, however interpretability is demanded for opaque models. No prior work has chara…
Robotics and Intelligent Machines
Malaria is one of the top three most prevalent diseases in Ghana, with 5.2 million cases of malaria in 2022 alone, according to Ghana Health Service data. Light microscopy is the current bes…
Robotics and Intelligent Machines
Cocoa production contributes 10% to Ghana’s GDP, but diseases like Anthracnose and Cocoa Swollen Shoot Virus Disease (CSSVD) caused $1.2 billion in losses in 2023. Traditional detection meth…
Robotics and Intelligent Machines
Brain-computer interface (BCI) enables direct communication between the brain and external devices, with applications ranging from the rehabilitation of motor disabilities to enhance human-c…
Robotics and Intelligent Machines
Purpose When artificial neural networks are deployed in real world situations, they often show flaws in their handling of data outside the training set. This kind of data is called out of di…
Computational Biology and Bioinformatics
Malaria is a life-threatening disease, caused by plasmodium parasites, that affects nearly half of the world's population, particularly in Africa, where Plasmodium falciparum is the most com…
Computational Biology and Bioinformatics
The pandemic brought about by Covid-19 has greatly disrupted the world. The virus has different mutations that can be seen in the population, but there are also many mutations that exist wit…
Robotics and Intelligent Machines
Sketch artists often produce an unreliable sketch of criminals, causing hundreds of innocent citizens to be imprisoned in the lack of evidence. In this project, I suggest a new approach to f…
Robotics and Intelligent Machines
Reinforcement learning (RL) has produced exceptional results in various game environments and several real-world situations, including traffic light control and autonomous driving. However,…
Computational Biology and Bioinformatics
The 2019 coronavirus has proven to have a devastating global effect. With symptoms ranging from those of the common cold to pneumonia, it is evident that scientists must decipher the point a…
Behavioral and Social Sciences
This study seeks to evaluate the effectiveness of the new government policy (the Double-Track System (DTS)) from stakeholder point of view and the impact the policy is having on students, pa…
Robotics and Intelligent Machines
In our modern world, autonomous vehicles are becoming a more and more integrated part of society and day-to-day events. Due to this, it has become more essential to ensure that the autonomy…
Robotics and Intelligent Machines
Purpose: Diabetic retinopathy, an eye disease that damages the light-sensitive retina, affects an estimated total of 93 million people globally. As one of the leading causes of blindness, it…
Embedded Systems
Ghana lost close to GHS 86 million between January and September of 2016 alone. Within that same period about 4373 fire outbreaks were recorded. Majority of these cases were as a result of L…