Essays about: "Image-based profiling"
Found 4 essays containing the words Image-based profiling.
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1. Representation learning for single cell morphological phenotyping
University essay from Umeå universitet/Institutionen för fysikAbstract : 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. READ MORE
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2. Gene Expression Guided Distance Metric Learning for Breast Cancer Whole Slide Image Analysis
University essay from Lunds universitet/Matematik LTHAbstract : 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. READ MORE
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3. Deep and Machine Learning on Imaging Flow Cytometry
University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskapAbstract : 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. READ MORE
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4. Challenging specificity of chemicalcompounds targeting GPCRs with cellprofiling
University essay from Uppsala universitet/Institutionen för biologisk grundutbildningAbstract : 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. READ MORE
