Seminar – BioInformatics and Biostatistic

PaCMAP-embedded convolutional neural network for multi-omics data integration

Posted on April 22, 2024 by admin

Presentation date: April 18, 2024

Presenter: NDAGIJIMANA Frank Aimee Rodrigue

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SUPREME: multiomics data integration using graph convolutional networks

Posted on April 22, 2024 by admin

Presentation date: April 11, 2024

Presenter: Hanbyeol Song

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Biologically informed variational autoencoders allow predictive modeling of genetic and drug-induced perturbations

Posted on April 8, 2024April 8, 2024 by admin

Presentation date: April 04, 2024

Presenter: Jun Sik Kim

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Multi-omics data integration by generative adversarial network

Posted on April 8, 2024April 8, 2024 by admin

Presentation date: March 28, 2024

Presenter: Zhe Liu

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scapGNN: A graph neural network–based framework for active pathway and gene module inference from single-cell multi-omics data

Posted on March 25, 2024March 25, 2024 by admin

Presentation date: March 21, 2024

Presenter: Kyulhee Han

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Bayesian linear mixed model with multiple random effects for prediction analysis on high-dimensional multi-omics data

Posted on March 25, 2024March 25, 2024 by admin

Presentation date: March 14, 2024

Presenter: Woobeen Jeong

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DeepPINK: reproducible feature selection in deep neural networks

Posted on March 25, 2024March 25, 2024 by admin

Presentation date: March 7, 2024

Presenter: Dahun Seo

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GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression

Posted on March 6, 2024March 6, 2024 by admin

Presentation date: Feb 29, 2024

Presenter: Taewan Goo

240229_BIBS_Seminar_GraphGONet Download

PAUSE: principled feature attribution for unsupervised gene expression analysis

Posted on March 6, 2024March 6, 2024 by admin

Presentation date: Feb 22, 2024

Presenter: Chanhee Lee

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Negative binomial mixed models for analyzing longitudinal CD4 count data

Posted on March 6, 2024March 6, 2024 by admin

Presentation date: Feb 15, 2024

Presenter: Jiwon Park

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