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XIE LAB @ UCI's Projects

arem icon arem

AREM -- Aligning Reads by Expectation-Maximization

chromdeep icon chromdeep

Chromatin states analysis with deep learning

consdeep icon consdeep

Sequence conservatoin analysis with deep learning

corenlp icon corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

d-gex icon d-gex

Deep learning for gene expression inference

danq icon danq

A hybrid convolutional and recurrent neural network for predicting the function of DNA sequences

deemol icon deemol

Deep learning for molecular modelling

deepcons icon deepcons

Understanding sequence conservation with deep learning

deeplung icon deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

epiout icon epiout

A statistical method to detect, analyze and visualize aberrations in chromatin accessibility (ATAC-seq, DNase-Seq) and quantify its effect on gene expression.

extreme icon extreme

An online EM implementation of the MEME model for fast motif discovery in large ChIP-Seq and DNase-Seq Footprinting data

factornet icon factornet

A deep learning package for predicting TF binding

gbmci icon gbmci

The implementation of gradient boosting machine for concordance index learning.

genomix icon genomix

Parallel genome assembly using Hyracks

hla-bind icon hla-bind

Amino acid embedding and Convolutional Neural Network for HLA Class I-peptide binding prediction

hts-waterworks icon hts-waterworks

A Ruffus pipeline for Analysis of High-Throughput Sequencing data

mdos icon mdos

MDOS motif discovery using orthologous sequences (alignment independent)

mixclone icon mixclone

A mixture model for inferring tumor subclonal populations

nodulenet icon nodulenet

[MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation

pyloh icon pyloh

Deconvolving tumor purity and ploidy by integrating copy number alterations and loss of heterozygosity

rp-net icon rp-net

Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).

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