Search academic texts

Information × Registration Number 0221U106870, 0121U111097 , R & D reports Title Artificial intelligence Platform for Distant Computer-Alded Detection (CAOe) and Computer-Alded Diagnosis (CADx) of Human Diseases popup.stage_title Head Stirenko Serhii H., Доктор технічних наук Registration Date 21-12-2021 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 Igorovich Gordienko Yurii Grygorovych Kochura Yurii P Pavliuchenko Michael I Rokovyi Oleksandr P Sergienko Anatolii M. Stirenko Sergii Grygorovych Taran Vladyslav I Shemsedinov Timer G. popup.nrat_date 2021-12-21 Close