Dmytro Tkachenko - Publications - Bridge of Knowledge

Dmytro Tkachenko

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training , filters , federated learning , databases , noise , data visualization , medical service

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Year 2024

A Mammography Data Management Application for Federated Learning
Publication
- D. Tkachenko
- M. Mazur-Milecka
- Year 2024
This study aimed to develop and assess an application designed to enhance the management of a local client database consisting of mammographic images with a focus on ensuring that images are suitably and uniformly prepared for federated learning applications. The application supports a comprehensive approach, starting with a versatile image-loading function that supports DICOM files from various medical imaging devices and settings....

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