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Joung Min Choi's Projects

agrap icon agrap

Agricultural Genetic Resource Analysis Platform

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Breast cancer subtype prediction framework based on the domain adaptation network with semi-supervised learning utilizing DNA methylation profiles

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Spark-based highly scalable aligner for bisulfite sequencing data

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The new version of the CORGIS Project, featuring Tabular datasets

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Breast Cancer Subtype Classification Based on Optimized BP Neural Network

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A generative adversarial network based method for longitudinal microbiome data imputation

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This is a source code for cancer classification model proposed in "Human cancer classification via representation learning based on denoising autoencoder using DNA methylation profiles" article.

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a DNA methylome dataset generator for user-specified cancer type based on conditional variational autoencoder

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Source code for A Machine Learning Framework to Predict PPCP Removal Through Various Water Reuse Treatment Processes

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moSCminer: a cell subtype classification framework based on the attention neural network integrating the single-cell multi-omics dataset on the cloud

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a deep neural network based model for single cell subtype identification combined with representative feature extraction by multilayered denoising autoencoder

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The Impact of Spatial Correlation on Methylation Entropy with Application to Mouse Brain Methylome

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