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Information × Registration Number 0120U105119, ( 0220U104383  ) R & D request Title Artificial Intelligence Platform for Distant Computer-Aided Detection (CADe) and Computer-Aided Diagnosis (CADx) of Human Diseases Head Stirenko Sergij G., Доктор технічних наук Registration Date 25-11-2020 Organization National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description1 The main aim of the project is to create an artificial intelligence platform (AI) for remote automated detection (Computer-Aided Detection - CADe) and remote automated diagnostics (Computer-Aided Diagnostics - CADx) of human diseases. The scientific component of the main goal is to build a methodology for using AI methods, namely machine learning (ML) and deep learning (DL) methods, for automated analysis of medical data of various types and dimensions, including one-dimensional (1D) acoustic , two-dimensional (2D) radiographic, three-dimensional (3D) computed tomography (CT / MRI), multichannel electroencephalography (EEG), etc. The practical component of the main goal is the implementation of this methodology based on the cloud computing infrastructure for remote access of users (medical staff) in the form of AI platform. Users will be able to remotely access web services to download medical data, access a common medical database, and, most importantly, perform remote automated detection and diagnosis (CADe / CADx) of human diseases. As a result of the project, its functionality will be demonstrated by the example of a specific solution for CADe / CADx diseases of the lungs, heart, and other diseases that are usually detected and diagnosed using chest radiography (Chest X-Ray - CXR). In the short term (1-2 years), this will allow to create an AI platform for automatic screening of human diseases based on CXR and start to create the national database (dataset) of CXR data (already being created in the US, China, Spain and other countries), and in further development - AI platform for automatic screening of other human diseases on the basis of other data (CT, MRI, EEG, etc.) and start to create the national datasets for this data also. popup.nrat_date 2024-12-10 Close