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Saman Farahmand's Projects

adrtarget icon adrtarget

Machine learning guided association of adverse drug reactions with in vitro off-target pharmacology

cie-r-package icon cie-r-package

Causal Inference and Directional Enrichment Methods on Biological Networks

cmappy icon cmappy

Assorted tools for interacting with .gct, .gctx files and other Connectivity Map (Broad Institute) data/tools

crater_detection_cnn_tf icon crater_detection_cnn_tf

The main objective of this project is to train a Convolution Neural Network for recognizing and distinguishing craters on Martian surface images

deeppath icon deeppath

Classification of Lung cancer slide images using deep-learning

dfply icon dfply

dplyr-style piping operations for pandas dataframes

gbnet icon gbnet

A Bayesian Networks approach for infering active Transcription Factors using logic models of transcriptional regulation

gmm_hadoop icon gmm_hadoop

Gaussian Mixture Model implementation with Hadoop and Map-Reduced programming

gta icon gta

A Cytoscape plugin for finding cancer related modules on a regulatory network.

her2_prediction icon her2_prediction

Deep learning trained on hematoxylin and eosin tumor region of Interest predicts HER2 status and trastuzumab treatment response in HER2+ breast cancer

modex icon modex

A text mining system for extracting mode of regulation of Transcription Factor-gene regulatory interaction

monet icon monet

MONET : MOdularising NEtwork Toolbox - https://doi.org/10.1093/bioinformatics/btaa236

network_evaluation_tools icon network_evaluation_tools

Python 2.7 package with examples for evaluating a network's ability to group a given node set in network proximity.

pyentrezid icon pyentrezid

Converts Ensembl, Uniprot, and HGNC IDs to Entrez Gene Id

sclvm icon sclvm

scLVM is a modelling framework for single-cell RNA-seq data that can be used to dissect the observed heterogeneity into different sources, thereby allowing for the correction of confounding sources of variation.

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