Essays about: "mikrobiom data"

Found 2 essays containing the words mikrobiom data.

  1. 1. Metagenomic analysis of Crohn’s Disease

    University essay from Uppsala universitet/Molekylär epidemiologi

    Author : Gustav Lennemyr Ahlström; [2022]
    Keywords : Metagenomics; Machine Learning; Microbiome; IBD; Human Health; AI; Crohn s Disease; Shotgun Sequencing Data; Data Analysis; Bioinformatics; MetaPhlAn3; Supervised ML; Mikrobiom; Crohn s Sjukdom; Bioinformatik;

    Abstract : Inflammatory Bowel Disease (IBD) is a chronic and incurable condition that is increasing inprevalence across the globe. This illness consist of two forms: Crohn’s Disease (CD) andUlcerative Colitis (UC). CD is characterised by a patch inflammation pattern across the gut anda multitude of different factors, such as diet. READ MORE

  3. 2. Detection of Sparse and Weak Effects in High-Dimensional Supervised Learning Problems, Applied to Human Microbiome Data

    University essay from KTH/Matematisk statistik

    Author : Fred Lindahl; [2020]
    Keywords : Signal detection; signal identification; higher criticism; microbiome data; sparse and weak effects; goodness-of-fit tests; kolmogorov-smirnov tests; Signal detektering; signal identifiering; higher criticism; mikrobiom data; glesa och svaga effekter; goodness-of-fit tester; Kolmogorov-smirnov tester;

    Abstract : This project studies the signal detection and identification problem in high-dimensional noisy data and the possibility of using it on microbiome data. An extensive simulation study was performed on generated data using as well as a microbiome dataset collected on patients with Parkinson's disease, using Donoho and Jin's Higher criticism, Jager and Wellner's phi-divergence-based goodness-of-fit-test and Stepanova and Pavlenko's CsCsHM statistic . READ MORE