Permanent implants made of titanium or its alloys are the gold standard in many orthopedic and traumatological applications due to their good biocompatibility and mechanical properties. However, a second surgical intervention is required for this …

Semantic segmentation of Ground Glass Opacities (GGO) in CT images of patients diagnosed with COVID-19.

Resources used
MosMedData: Chest CT Scans with COVID-19 Related Findings Dataset
S.P. Morozov, A.E. Andreychenko, N.A. Pavlov, A.V. Vladzymyrskyy, N.V. …

Human life expectancy is increasing, and more and more people go in for high-risk sports. Against this background, the Institute of Metallic Biomaterials develops novel materials for medical implants based on titanium and magnesium. One …

Mineralogist often deal with samples of unknown minerals. In order to identify them, the minerals are crushed, CT scanned and its particles segmented. Based on the segmentation, the compositon of the particles is identifed.

Resources …

Semantic segmentation refers to classification of individual pixels in an image to a set of predefined categories/classes. Semantic segmentation is a fundamental type of image analysis that has a plethora of applications across all imaging …