Code for paper Multiomics dynamic learning enables personalized diagnosis and prognosis for pan-cancer and cancer-subtypes
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Updated
Oct 29, 2023 - Python
Code for paper Multiomics dynamic learning enables personalized diagnosis and prognosis for pan-cancer and cancer-subtypes
Graph Neural Networks with Multiple Prior Knowledge for Multi-Omics Data Analysis
Transcriptomic analysis of WNT/TGFβ/EMT signaling in epithelial ovarian cancer (EOC) datasets.
Jupyter notebooks and supporting functions for analzying triomics data generated with MissionBio.
Analysis code, scripts, and data visualization from my Master's thesis focused on the multiomic integration (transcriptomics, lipidomics, spatial lipidomics) of monoglyceride responses in adipose tissue macrophages within the context of obesity.
Simulate and download multi-omics datasets, by selecting omics types, sample sizes, and other parameters.
coxnnet v1 and v2 models updated to work with Python3.
Multi-omics integration method using AE and GCN
Survival Analysis in head and neck cancer patients using multiomic data.
Multi-omics integration of kidney transcriptomics and urinary proteomics to explore fibrosis, metabolism, and inflammation in diabetic kidney disease (DKD)
MerCat2: python code for versatile k-mer counting and diversity estimation for database independent property analysis for metaome data
An R package to perform differential network analysis in single and multi-omic data. It can also be used for feature selection in ML.
MOMSI Standard Landscape Review Curation Workflow & Multi-Omics Dashboard
Network Regression Embeddings reveal cell-type Transcription Factor coordination for target gene (TG) regulation
R package for visualising high-dimensional categorical data. Fully ggplot compatible implementation for the diceplot plotting library
MOVIS: A Multi-Omics Software Solution for Multi-modal Time-Series Clustering, Embedding, and Visualizing Tasks, by Aleksandar Anžel, Dominik Heider, and Georges Hattab
Code for paper Multiomics dynamic learning enables personalized diagnosis and prognosis for pan-cancer and cancer-subtypes
Single Cell Multi-omics deep clustering
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