Sökning: "Max Losch"

Hittade 1 uppsats innehållade orden Max Losch.

  1. 1. Detection and Segmentation of Brain Metastases with Deep Convolutional Networks

    Master-uppsats, KTH/Datorseende och robotik, CVAP

    Författare :Max Losch; [2015]
    Nyckelord :deep learning; cnn; convnets; convolutional neural networks; metastases; computer vision; brain tumor; medical imaging; mri;

    Sammanfattning : As deep convolutional networks (ConvNets) reach spectacular results on a multitude of computer vision tasks and perform almost as well as a human rater on the task of segmenting gliomas in the brain, I investigated the applicability for detecting and segmenting brain metastases. I trained networks with increasing depth to improve the detection rate and introduced a border-pair-scheme to reduce oversegmentation. LÄS MER