Sökning: "computer aided pathology"

Hittade 2 uppsatser innehållade orden computer aided pathology.

  1. 1. Automated HER2 Scoring of Breast Cancer Tissue using Upconverting Nanoparticle Images

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Adam Belfrage; Alexander Wik; [2022]
    Nyckelord :HER2-scoring; image analysis; interpretability; digital pathology; computer aided pathology; whole slide imaging; ASCO-guidelines; singular value decomposition; shape models; Bayesian classification; Biology and Life Sciences; Medicine and Health Sciences; Technology and Engineering; Mathematics and Statistics;

    Sammanfattning : Computer aided pathology is becoming more and more of a requirement within pathology due to increased demand of individualised treatments and personalised medicine. Because of the advance of digital pathology in recent years, where a high resolution camera acquire images of microscope slides, pathologists can now assess tissue samples in digital images. LÄS MER

  3. 2. Incremental Learning of Deep Convolutional Neural Networks for Tumour Classification in Pathology Images

    Master-uppsats, Linköpings universitet/Institutionen för medicinsk teknik

    Författare :Philip Johansson; [2019]
    Nyckelord :Deep Learning; Convolutional Nerual Networks; Pathology; Incremental Learning; Catastrophic Forgetting; Generative Adversarial Networks; Auxiliary Classification Generative Adversarial Networks;

    Sammanfattning : Medical doctors understaffing is becoming a compelling problem in many healthcare systems. This problem can be alleviated by utilising Computer-Aided Diagnosis (CAD) systems to substitute doctors in different tasks, for instance, histopa-thological image classification. LÄS MER