Essays about: "multi-omics"

Found 3 essays containing the word multi-omics.

  1. 1. Transparent Machine Learning for Multi-Omics Analysis of Mental Disorders

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Stella Belin; [2020]
    Keywords : machine learning; multi-omics; mental disorders;

    Abstract : Schizophrenia and bipolar disorder are two severe mental disorders that affect more than 65 million individuals worldwide. The aim of thisproject was to find co-prediction mechanisms for genes associated with schizophrenia and bipolar disorder using a multi-omics data set and a transparent machine learning approach. READ MORE

  2. 2. Deciphering mechanisms underlying tumor heterogeneity using Multi-Omics approaches

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Joonas Avik; [2020]
    Keywords : Cancer; intratumor heterogeneity; linear model; gene expression; shrinkage;

    Abstract : Cancer is a complex disease and presents one of the greatest challenges in modern medicine. Despite remarkable advances in treatment of several cancer types, relapse and resistance to therapy remain recurring outcomes in patients, which underscores a need for personalized treatment approaches. READ MORE

  3. 3. Disease modules identification in heterogenous diseases with WGCNA method

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Naseem Ullah; [2019]
    Keywords : disease module; WGCNA; parameter settings;

    Abstract : The widely collected and analyzed genetic data help in understanding the underlying mechanisms of heterogeneous diseases. Cellular components interact in a network fashion where genes are nodes and edges are the interactions. READ MORE