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Information × Registration Number 0220U104383, 0120U105119 , R & D reports Title Artificial Intelligence Platform for Distant Computer-Aided Detection (CADe) and Computer-Aided Diagnosis (CADx) of Human Diseases popup.stage_title Head Stirenko Sergij G., Доктор технічних наук Registration Date 16-12-2020 Organization National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description2  Object of research: processes of remote automated detection and remote automated diagnosis of human diseases. Purpose: to create an artificial intelligence platform for the development, implementation and integration of AI methods for CADe / CADx based on the processing of large amounts of medical data sets (datasets). Research methods: construction of methodology for using AI methods, namely in-depth learning methods for automated analysis of medical data of various types and dimensions, including one-dimensional electromagnetic, two-dimensional radiographic, three-dimensional computed tomography, electroencephalography, etc. The equipment is configured in the configuration of a virtual prototype of the planned equipment with a graphics accelerator (virtual machine with remote network access). Installed software (based on cloud servers and clients) for the development of DL-models, storage of standard datasets. General tests of hardware and software were performed. The selection / configuration of standard DL models (ResNet, DenseNet, Inception, Xception, and their ensembles) on the configuration of a virtual prototype of hardware and software with the involvement of modules for peripheral computing. Product Description popup.authors Alenin Oleg I Gordienko Yurii G. Kochura Yuriy P. Pavliuchenko Mykhailo I. Rokovyi Oleksandr P. Sergienko Anatolii M. Stirenko Sergii G. Taran Vladyslav I. Shemsedinov Timur G. popup.nrat_date 2020-12-16 Close