Sökning: "class activation mapping"

Hittade 5 uppsatser innehållade orden class activation mapping.

  1. 1. Quantification of DNA Nanoballs Using Image Processing Techniques

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen Vi3

    Författare :Sara Lindberg; [2023]
    Nyckelord :image analysis; fluorescence microscopy; quantification; DNA; rolling circle amplification; machine learning; deep learning; transfer learning; neural networks;

    Sammanfattning : In gene editing, it is important to identify the number of edited and unedited nucleic acids in the development of new therapies and drugs. Countagen is developing a technology for accelerating genomic research and their product is called GeneAbacus. LÄS MER

  3. 2. Brain Tumor Grade Classification in MR images using Deep Learning

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Eleftheria Chatzitheodoridou; [2022]
    Nyckelord :brain tumor; glioma; magnetic resonance imaging; deep learning; brain tumor grade classification; convolutional neural network; transfer learning; explainability; multi-class classification;

    Sammanfattning : Brain tumors represent a diverse spectrum of cancer types which can induce grave complications and lead to poor life expectancy. Amongst the various brain tumor types, gliomas are primary brain tumors that compose about 30% of adult brain tumors. LÄS MER

  4. 3. Machine Learning Algorithm for Classification of Breast Ultrasound Images

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Jennie Karlsson; Jennifer Ramkull; [2021]
    Nyckelord :Technology and Engineering;

    Sammanfattning : Breast cancer is the most common type of cancer worldwide and the incidence is increasing. Women in low- and middle-income countries have a high mortality to incidence ratio mainly due to a lack of resources and organized health-care. LÄS MER

  5. 4. Classification of Atypical Femur Fracture with Deep Neural Networks

    Master-uppsats, KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Författare :Yupei Chen; [2019]
    Nyckelord :deep neural networks; classification; atypical femur fracture; class activation mapping;

    Sammanfattning : Atypical Femur Fracture(AFF) is a type of stress fracture that occurs in conjunction with prolonged bisphosphonate treatment. In practice, AFF is very rarely identified from Normal Femur Fracture(NFF) correctly on the first diagnostic X-ray examination. LÄS MER

  7. 5. Tollarsjuka : resultat av ett naturligt urval?

    Kandidat-uppsats, SLU/Dept. of Biomedical Sciences and Veterinary Public Health

    Författare :Lovisa Hällström; [2015]
    Nyckelord :autoimmunitet; Tollarsjuka; IMRD; SRMA; DLA klass II; autoimmunity; DLA class II;

    Sammanfattning : Hundrasen Nova Scotia Duck Tolling Retriever (Tollare), en apporterande ras med ursprung i Kanada, var i början på 1900-talet nära att utrotas på grund av två epidemier av valpsjuka som härjade i landet. I dag har rasen rapporterats vara predisponerad för vissa immunmedierade sjukdomar däribland s.k. tollarsjuka. LÄS MER