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Hasi Hays (PhD)'s Projects

breast-cancer-sub-types icon breast-cancer-sub-types

A novel self-supervised feature extraction method using omics data is proposed which improves classification in most of the classifiers.

breast_cancer icon breast_cancer

A text-based computational framework for patient -specific modeling for classification of cancers. iScience (2022).

bulk-rnaseq-analysis icon bulk-rnaseq-analysis

A complete guide for analyzing bulk RNA-seq data. Go from raw FASTQ files to mapping reads using STAR and differential gene expression analysis using DESeq2, using example data from Guo et al. 2019.

cansysbio icon cansysbio

A repository for Jupyter Notebooks associated with Vanderbilt's Cancer Systems Biology course

catalyst.jl icon catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

cell2cell icon cell2cell

User-friendly tool to infer cell-cell interactions and communication from gene expression of interacting proteins

cell2location icon cell2location

Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics (cell2location model)

cellcall icon cellcall

inferring cell-cell communication from scRNA-seq of ligand-receptor

cellchat icon cellchat

R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data

cellnopt icon cellnopt

Training of logic models of signalling networks using prior knowledge networks and perturbation data.

cellnoptr icon cellnoptr

Training of boolean logic models of signalling networks using prior knowledge networks and perturbation data.

cellsort icon cellsort

This toolbox includes routines for using principal component analysis (PCA)

celseq2 icon celseq2

Generate the UMI count matrix from CEL-Seq2 sequencing data

cfdna icon cfdna

Analysis of epigenetic signals captured by fragmentation patterns of cell-free DNA

cgview-js icon cgview-js

CGView.js creates interactive circular and linear genome maps.

chatgpt-wrapper icon chatgpt-wrapper

API for interacting with ChatGPT and GPT4 using Python and from Shell.

cheminformatics icon cheminformatics

Facilitates searching, screening, and organizing large chemical databases

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