Showing results (1-10 of 46) with videos related to
Sort By:
Pageof 5
BMC Bioinformatics|April 26, 2023
moBRCA-net: a breast cancer subtype classification framework based on multi-omics attention neural networksJoung Min Choi, Heejoon ChaePeerj|November 17, 2025
TSCytoPred: a deep learning framework for inferring cytokine expression trajectories from irregular longitudinal gene expression data to enhance multi-omics analysesJoung Min Choi, Heejoon ChaeScientific Reports|March 5, 2026
A unified framework for correcting batch effects and integrating multi-omics dataJoung Min Choi, Heejoon ChaeBMC Bioinformatics|April 26, 2023
meth-SemiCancer: a cancer subtype classification framework via semi-supervised learning utilizing DNA methylation profilesJoung Min Choi, Chaelin Park, Heejoon ChaeJournal of Computational Biology : a Journal of Computational Molecular Cell Biology|June 10, 2026
Cell Type Prediction for Single-Cell RNA Sequencing Utilizing Unsupervised Domain Adaptation and Semi-Supervised LearningChaelin Park, Joung Min Choi, Heejoon ChaePeerj|March 1, 2024
moSCminer: a cell subtype classification framework based on the attention neural network integrating the single-cell multi-omics dataset on the cloudJoung Min Choi, Chaelin Park, Heejoon ChaeBMC Bioinformatics|May 13, 2020
methCancer-gen: a DNA methylome dataset generator for user-specified cancer type based on conditional variational autoencoderJoungmin Choi, Heejoon ChaeEpigenetics & Chromatin|February 4, 2023
The impact of spatial correlation on methylation entropy with application to mouse brain methylomeXiaowei Wu, Joung Min ChoiJournal of Computational Biology : a Journal of Computational Molecular Cell Biology|October 3, 2025
BCtypeFinder: A Semi-Supervised Model with Domain Adaptation for Breast Cancer Subtyping Using DNA Methylation ProfilesJoung Min Choi, Liqing ZhangBiorxiv : the Preprint Server for Biology|November 24, 2025
CancerSubminer: an integrated framework for cancer subtyping using supervised and unsupervised learning on DNA methylation profilesJoung Min Choi, Liqing ZhangPageof 5