Essays about: "Cellpose"

Found 4 essays containing the word Cellpose.

  1. 1. 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

  3. 2. Development and Application of Analytical Tools for Calcium Signaling Dynamics in MDCK-II Cells

    University essay from KTH/Tillämpad fysik

    Author : Hanna Israelsson; [2023]
    Keywords : Cellpose 2.0; MDCKII; GCaMP6m; Gap Junctions; Calcium; Ouabain; Cellpose 2.0; MDCKII; GCaMP6m; Gap Junctions; Kalcium; Ouabain;

    Abstract : Calcium, a pivotal ion in various human signaling pathways, holds significant relevance in cancer research and treatment. Investigating the transmission of spontaneous calcium signals between cells and understanding how they are influenced by different treatments is therefore an interesting area of study. READ MORE

  4. 3. The role of gap junctions in coordination of intercellular Ca2+ signaling

    University essay from KTH/Tillämpad fysik

    Author : Emma Latron; [2023]
    Keywords : applied physics; biophysics; Calcium; MDCKII; Gap Junctions; signalling; Segmentation; Tillämpad fysik; Biofysik; Kalcium; MDCKII; Gap Junctions; signalering; segmentering;

    Abstract : Calcium ions are one of the most versatile signalling molecules. They are essential tothe proper functioning of various cellular processes in many different types of cells.The calcium signals have been studied in the past using ratiometric dyes like Fura-2. READ MORE

  5. 4. Augmentation for Generalization

    University essay from Lunds universitet/Matematik LTH

    Author : Joel Ottosson; [2022]
    Keywords : machine learning; microscopy; segmentation; augmentation; neural network; Mathematics and Statistics;

    Abstract : To be able to automatically segment cells in microscopic images would give biologist a new tool to gather crucial data in quantities not possible by manual work. This is however not a trivial problem and has proven to be very difficult, especially if the images are in 3D. READ MORE