Essays about: "Cellsegmentering"

Found 3 essays containing the word Cellsegmentering.

  1. 1. Segmentation of Neuronal Cells Using Simplistic Methods : A Comparison of the Mean Shift Algorithm and Otsu’s Method

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Alex Gunnarsson; Filip Karlsson; [2023]
    Keywords : ;

    Abstract : Information regarding specific neuronal characteristics, such as shape and distribution, is essential for quantifying the brain structure and modelling accurate computer simulations. To this end, it is important to perform cell segmentation; to isolate the cells in a given image from the surrounding tissue, so it can be further analysed. READ MORE

  3. 2. Developing Automated Cell Segmentation Models Intended for MERFISH Analysis of the Cardiac Tissue by Deploying Supervised Machine Learning Algorithms

    University essay from KTH/Kemi

    Author : Julia Rune; [2023]
    Keywords : Cell Segmentation; Cellpose; Supervised Machine Learning; MERFISH; Heart Failure; Cellsegmentering; Cellpose; Övervakad Maskininlärning; MERFISH; Hjärtsvikt;

    Abstract : Följande studie behandlar utvecklandet av automatiserade cellsegmenteringsmodeller med avsikt att identifiera gränser mellan celler i hjärtvävnad. Syftet är att möjliggöra analys av data genererad från multiplexed error-robust in situ hybridization (MERFISH). READ MORE

  4. 3. Deep Learning for Prostate Cancer Risk Prediction Through Image Analysis of Cells

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Aditya Tejaswi; [2022]
    Keywords : Prostate Cancer; Multiple Instance Learning; Attention Scores; Cell Segmentation; Prostatacancer; Multiple Instance Learning; Uppmärksamhetspoäng; Cellsegmentering;

    Abstract : Prostate cancer is one of the most common types of cancer occurring in men. Several types of research have been done using deep learning methods for the classification/prediction of cancer grades. In this thesis, the results of prostate cancer risk prediction, based only on the images of cells from the prostate tissues, have been analyzed. READ MORE