Sökning: "bone metastasis"

Hittade 1 uppsats innehållade orden bone metastasis.

  1. 1. Classification in Bone Scintigraphy Images Using Convolutional Neural Networks

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Johnny Dang; [2016]
    Nyckelord :machine learning; deep learning; neural networks; convolutional neural networks; artificial neural network; ANN; CNN; bone scintigraphy; bone scan; prostate cancer; bone metastasis; bone scan index; Technology and Engineering;

    Sammanfattning : The main goal of this thesis is to design and implement a convolutional neural network (CNN) to classify whether hotspots in bone scintigraphy images represent cancer metastases, caused by prostate cancer, or some other physiological process. A side task was included, where another CNN was designed and trained to classify whether a bone scintigraphy image image is acquired from the front of the patient (anterior) or from the back (posterior). LÄS MER