Search for dissertations about: "Data-driven microscopy"

Found 4 swedish dissertations containing the words Data-driven microscopy.

  2. 1. Data-driven microscopy: placing high-fidelity data in a population-wide context

    Author : Oscar André; Infektionsmedicin; []
    Keywords : MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; Data-driven microscopy; Event-driven microscopy; high-content screening; automation; image analysis; data analysis; cell heterogeneity; host-pathogen interactions; Streptococcus pyogenes GAS ; SARS-CoV-2;

    Abstract : Mikroskopi är idag ett fundamentalt verktyg inom forskning, där det tillåter oss att skåda in och utforska våra prover i hög detalj. Mycket utav utvecklingen av nya mikroskopimetoder har strävat efter att öka den detaljnivå vi kan uppnå. READ MORE

  4. 2. Analytic and data-driven methods for 3D electron microscopy

    Author : Gustav Zickert; Pär Kurlberg; Ozan Öktem; Timo Koski; Roy Lederman; KTH; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES;

    Abstract : The central theme of this thesis is theoretical and algorithmic aspects of 3D electron microscopy (3D-EM). In particular, the thesis explores three parts of this theme. The first part concerns analysis of forward operators that, compared to those traditionally used, better account for the wave properties of the imaging electron. READ MORE

  5. 3. Deep learning approaches for image cytometry: assessing cellular morphological responses to drug perturbations

    Author : Philip John Harrison; Ola Spjuth; Carolina Wählby; Andreas Hellander; Peter Horvath; Uppsala universitet; []
    Keywords : Deep Learning; Microscopy; Image Analysis; Farmaceutisk vetenskap; Pharmaceutical Science;

    Abstract : Image cytometry is the analysis of cell properties from microscopy image data and is used ubiquitously in basic cell biology, medical diagnosis and drug development. In recent years deep learning has shown impressive results for many image cytometry tasks, including image processing, segmentation, classification and detection. READ MORE

  6. 4. Advanced Optical Diagnostics in Particle Combustion for Biomass and Metal as Alternative Fuels

    Author : Shen Li; Förbränningsfysik; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Optical diagnostics; Quantitative measurement; Iron powder; Biomass; High-speed imaging; Digital holography; 3D reconstruction; SEM; Fysicumarkivet A:2022:Li;

    Abstract : The energy sector is in urgent need for carbon-free strategies considering environmental pollutions and climate change impact. Two kinds of solid fuels, biomass and metal particles have been studied in this thesis aiming at CO2 emission reduction or zero carbon emission. READ MORE