Faculty of Engineering: Recent submissions
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Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring
Published 2018We present a framework to analyze chest radiographs for cystic fibro-sis using machine learning methods. We compare the representational power of deep learning features with traditional texture features. Specifically, we ...Open AccessConference paper -
Nuclei instance segmentation with dual contour-enhanced adversarial network
Published 2018The morphology of cancer cells is widely used by pathologists to grade stages of cancers. Accurate cancer cell segmentation is significant to obtain quantitative diagnosis. We proposed a dual contour-enhanced adversarial ...Open AccessConference paper -
Cross-cohort dementia identification using transfer learning with FDG-PET imaging
Published 2018Machine learning techniques have been extensively adapted to dementia identification with PET imaging in the last decade. Despite the promising results reported by these studies, the accurately labeled PET brain scans used ...Open AccessConference paper -
Automated Multi-Stage Segmentation of White Blood Cells Via Optimizing Color Processing
Published 2017Segmentation of white blood cells (i.e. leukocytes) is a crucial step toward the development of haematological images analysis of peripheral blood smears due to the complex nature of the different types of white blood ...Open AccessConference paper -
Entrainment and structure of negatively buoyant jets
Published 2021Turbulent negatively buoyant jets occur when the buoyancy of a jet directly opposes its momentum, and will decelerate until its mean momentum is reduced to zero. Here, the flow reverses direction and, for an axisymmetric ...Open AccessArticle