Sökning: "Neurodegenerative disorders identification"

Hittade 1 uppsats innehållade orden Neurodegenerative disorders identification.

  1. 1. Normalization of Deep and Shallow CNNs tasked with Medical 3D PET-scans : Analysis of technique applicability

    Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Edlir Pllashniku; Zolal Stanikzai; [2021]
    Nyckelord :Machine learning; Deep learning; Neurology; Normalization; CNN; Deep neural network; Neurodegenerative disorders; Neurodegenerative disorders identification; Maskininlärning; Djup inlärning; Neurologi; Normalisering; CNN; Djupt neurala nätverk; Neurodegenerativa sjukdomar; Identifiering av neurodegenerativa sjukdomar;

    Sammanfattning : There has in recent years been interdisciplinary research on utilizing machine learning for detecting and classifying neurodegenerative disorders with the sole goal of outperforming state-of-the-art models in terms of metrics such as accuracy, specificity, and sensitivity. Specifically, these studies have been conducted using existing networks on ”novel” methods of pre-processing data or by developing new convolutional neural networks. LÄS MER