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Singh Lab @ Brown's Projects

chromage icon chromage

Private repository for the chromatin age prediction project developed by Lucas and Haider.

cliniqir icon cliniqir

Code for the paper: Unsupervised Diagnostic Decision Support via Information Retrieval

cornn icon cornn

Compartment prediction using Recurrent Neural Network

gc-merge icon gc-merge

This is the repository for the long-range interaction GCNN for predicting gene expression for the Singh Lab.

gnn-tumor-seg icon gnn-tumor-seg

Using Graph Neural Networks to Segment MRIs of Brain Tumors

gnn_microscopy_segment icon gnn_microscopy_segment

Memory Efficient Semantic Segmentation of Large Microscopy Images Using Graph-based Neural Networks

graphic icon graphic

A graph neural network based approach to impute missing Hi-C reads.

histoneclocks icon histoneclocks

This repository contains the code and data to reproduce the results of our paper entitled "Histone mark age of human tissues and cells".

maddi icon maddi

This repository is for the Multimodal Alzheimer’s Disease Diagnosis framework (MADDi).

pyaging icon pyaging

A Python-based compendium of GPU-optimized aging clocks.

scgraphic icon scgraphic

A graph deconvolution approach to predict Hi-C contact map from pseudo-bulk scRNA-seq.

scnode icon scnode

scNODE: Generative Model for Temporal Single Cell Transcriptomic Data Prediction

scootr icon scootr

Single-cell CO-Optimal TRansport for jointly aligning cells and genomic features of single-cell multi-omic datasets

scot icon scot

Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data

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