Sökning: "Image-based profiling"

Hittade 5 uppsatser innehållade orden Image-based profiling.

  1. 1. Representation learning for single cell morphological phenotyping

    Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för fysik

    Författare :Andreas Nenner; [2022]
    Nyckelord :Deep learning; Image-based profiling;

    Sammanfattning : Preclinical research for developing new drugs is a long and expensive procedure. Experiments relying on image acquisition and analysis tend to be low throughput and use reporter systems that may influence the studied cells. LÄS MER

  3. 2. Gene Expression Guided Distance Metric Learning for Breast Cancer Whole Slide Image Analysis

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Kajsa Ledesma Eriksson; [2022]
    Nyckelord :Whole Slide Image; Breast Cancer; Histopathology; Deep Metric Learning; Deep Learning; Image Analysis; Mathematics and Statistics;

    Sammanfattning : Female breast cancer is a complex and heterogeneous disease that accounts for most of the deaths caused by cancer in women worldwide. To stratify breast cancer patients into treatment groups is a challenging task, and in recent years, analysis of the genes active in the tumour has been used in the decision of cancer therapy. LÄS MER

  4. 3. Deep and Machine Learning on Imaging Flow Cytometry

    Master-uppsats, Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Författare :Xinyi Dai; [2022]
    Nyckelord :Imaging flow cytometry; image-based analysis; machine learning;

    Sammanfattning : Cell painting uses fluorescent agents to label the compositions or organelles of cells to evoke morphological profiling. Imaging flow cytometry (IFC) is a multi-channel imaging technique to acquire individual cell images, including the brightfield and multiple single fluorescence channels. LÄS MER

  5. 4. Challenging specificity of chemicalcompounds targeting GPCRs with cellprofiling

    Master-uppsats, Uppsala universitet/Institutionen för biologisk grundutbildning

    Författare :Anton Davidsson; [2020]
    Nyckelord :cell profiling; gpcr; g-protein coupled receptor;

    Sammanfattning : Screening compounds with image-based analysis is an important part in the processof drug discovery. It is an efficient way to screen compounds as it gives moreinformation than for example HTS. LÄS MER

  7. 5. Socialt entreprenörskap som varumärkesprofilering

    Kandidat-uppsats, Ekonomihögskolan, ELNU

    Författare :Per Samuelsson; Fredrik Karlsson; [2011]
    Nyckelord :Socialt entreprenörskap Varumärke Profilering Konkurrensfördelar;

    Sammanfattning : Abstract Interest in the subject appeared from real events. We seemed to discern a trend in society. We have noted that the amount of social enterprises to a greater extent is formed in Sweden. Companies like GodEl, Postkodslotteriet and DEM Collective are typical illustrations of companies included in the category of social enterprise. LÄS MER