Search Results - "TUMWIINE, Julius"
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A Mathematical Model of Treatment and Vaccination Interventions of Pneumococcal Pneumonia Infection Dynamics
Published in Journal of applied mathematics (2018)“…Streptococcus pneumoniae is one of the leading causes of serious morbidity and mortality worldwide, especially in young children and the elderly. In this…”
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Journal Article -
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A survey on deep learning in medical image reconstruction
Published in Intelligent medicine (01-09-2021)“…Medical image reconstruction aims to acquire high-quality medical images for clinical usage at minimal cost and risk to the patients. Deep learning and its…”
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Journal Article -
3
Analysis of the Model on the Effect of Seasonal Factors on Malaria Transmission Dynamics
Published in Journal of applied mathematics (19-12-2020)“…Malaria is one of the world’s most prevalent epidemics. Current control and eradication efforts are being frustrated by rapid changes in climatic factors such…”
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Journal Article -
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Adaptive-size dictionary learning using information theoretic criteria for image reconstruction from undersampled k-space data in low field magnetic resonance imaging
Published in BMC medical imaging (29-06-2020)“…Background Magnetic resonance imaging (MRI) is a safe non-invasive and nonionizing medical imaging modality that is used to visualize the structure of human…”
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Journal Article -
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Threshold and stability results for a malaria model in a population with protective intervention among high-risk groups
Published in Mathematical modelling and analysis (01-01-2008)“…We develop a mathematical model for the dynamics of malaria with a varying population for which new individuals are recruited through immigration and births…”
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Journal Article -
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A Dictionary Learning Approach for Noise-Robust Image Reconstruction in Low-Field Magnetic Resonance Imaging
Published in 2020 IST-Africa Conference (IST-Africa) (01-05-2020)“…Objective: Image denoising has been considered as a separate procedure from image reconstruction which could otherwise be combined with acquisition and…”
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Conference Proceeding -
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A Dictionary Learning Approach for Joint Reconstruction and Denoising in Low Field Magnetic Resonance Imaging
Published in 2021 IST-Africa Conference (IST-Africa) (10-05-2021)“…Currently, many children with hydrocephalus in East Africa and other resource-constrained countries do not have access to Magnetic Resonance Imaging (MRI)…”
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Conference Proceeding