Essays about: "Action Painting."

Found 5 essays containing the words Action Painting..

  1. 1. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

    University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

    Author : Erik Everett Palm; [2023]
    Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

    Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

  3. 2. 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

  4. 3. Improving ligand-based modelling by combining various features

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Abir Omran; [2021]
    Keywords : Machine learning; QSAR; Support Vector Machine; Morphological Profiles; Conformal Prediction;

    Abstract : Background: In drug discovery morphological profiles can be used to identify and establish a drug's biological activity or mechanism of action. Quantitative structure-activity relationship (QSAR) is an approach that uses the chemical structures to predict properties e.g., biological activity. READ MORE

  5. 4. Inger Ekdahl : Swedish Abstract Expressionism

    University essay from Stockholms universitet/Institutionen för kultur och estetik

    Author : Alexander Engström; [2020]
    Keywords : Inger Ekdahl; Spontaneity; Tachism; Abstract Expressionism; Action Painting.;

    Abstract : Inger Ekdahl was a female painter at the center of Swedish Abstract Expressionism in the fifties. This essay investigates how her art was received in Stockholm and Paris. READ MORE

  6. 5. Musikarrangemang som hållbarhetsstrategi i Lindängen : projekt och processer i den urbana områdesutvecklingen

    University essay from SLU/Dept. of Landscape Architecture, Planning and Management (from 130101)

    Author : Anna Sommardal; [2017]
    Keywords : medborgardeltagande; samverkan; projektprocesser; områdesutveckling; social hållbarhet; socialt kapital; kultur; pianon; musik; Lindängen; Lindängenstyle; boundary objects;

    Abstract : Denna masteruppsats bygger på en fallstudie av ett samskapande musikprojekt som genomfördes våren 2016 i ett bostadsområde av lokala aktörer och boende, tillsammans med uppsatsförfattaren. Lindängen, platsen där projektet ägde rum är ett miljonprogramsområde i utkanten av Malmö, med en ung befolkning och problematik som segregering och social exklusion. READ MORE