Original title: Segmentace lézí roztroušené sklerózy pomocí hlubokých neuronových sítí
Translated title: Segmentation of multiple sclerosis lesions using deep neural networks
Authors: Sasko, Dominik ; Myška, Vojtěch (referee) ; Kolařík, Martin (advisor)
Document type: Master’s theses
Year: 2021
Language: eng
Publisher: Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií
Abstract: [eng] [cze]

Keywords: augmentácia dát; hlboké učenie; konfrontačná generatívna sieť; kontext enkodér; prenesené učenie; samoriadené učenie; segmentácia obrazu; skleróza multiplex; spracovanie medicínskych obrázkov; Tensorflow; Context Encoder; Data Augmentation; Deep Learning; Generative Adversarial Networks; Image Segmentation; Medical Images Processing; Multiple Sclerosis; Self-Supervised Learning; Tensorflow; Transfer Learning

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/196900

Permalink: http://www.nusl.cz/ntk/nusl-442379


The record appears in these collections:
Universities and colleges > Public universities > Brno University of Technology
Academic theses (ETDs) > Master’s theses
 Record created 2021-06-27, last modified 2022-09-04


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