Essays about: "Anna Hillver"

Found 1 essay containing the words Anna Hillver.

  1. 1. Analyzing Cell Painting images using different CNNs and Conformal Prediction variations : Optimization of a Deep Learning model to predict the MoA of different drugs

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Anna Hillver; [2022]
    Keywords : Deep Learning; Machine Learning; Artificial Intelligence; AI; Convolutional Neural Networks; CNN; Cell Painting; Conformal Prediction; Image Analysis;

    Abstract : Microscopy imaging based techniques, such as the Cell Painting assay, could be used to generate images that visualize the Mechanism of Action (MoA) of a drug, which could be of great use in drug development. In order to extract information and predict the MoA of a new compound from these images we need powerful image analysis tools. READ MORE