New Algorithm and Software (BNOmics) for Inferring and Visualizing Bayesian Networks from Heterogeneous Big Biological and Genetic Data

por Gogoshin, Grigoriy, Boerwinkle, Eric, Rodin, Andrei S.
Publicado 2017

Synthetic data generation with probabilistic Bayesian Networks

por Gogoshin, Grigoriy, Branciamore, Sergio, Rodin, Andrei S.
Publicado 2021

Dependency Between Protein–Protein Interactions and Protein Variability and Evolutionary Rates in Vertebrates: Observed Relationships and Stochastic Modeling

por Wang, Xichun, Branciamore, Sergio, Gogoshin, Grigoriy, Rodin, Andrei S.
Publicado 2019

Intrinsic Properties of tRNA Molecules as Deciphered via Bayesian Network and Distribution Divergence Analysis

por Branciamore, Sergio, Gogoshin, Grigoriy, Di Giulio, Massimo, Rodin, Andrei S.
Publicado 2018

New Analysis Framework Incorporating Mixed Mutual Information and Scalable Bayesian Networks for Multimodal High Dimensional Genomic and Epigenomic Cancer Data

por Wang, Xichun, Branciamore, Sergio, Gogoshin, Grigoriy, Ding, Shuyu, Rodin, Andrei S.
Publicado 2020

Analysis of high-resolution 3D intrachromosomal interactions aided by Bayesian network modeling

por Zhang, Xizhe, Branciamore, Sergio, Gogoshin, Grigoriy, Rodin, Andrei S., Riggs, Arthur D.
Publicado 2017

Longitudinal epigenetic and gene expression profiles analyzed by three-component analysis reveal down-regulation of genes involved in protein translation in human aging

por Jung, Marc, Jin, Seung-Gi, Zhang, Xiaoying, Xiong, Wenying, Gogoshin, Grigoriy, Rodin, Andrei S., Pfeifer, Gerd P.
Publicado 2015

Dissecting Response to Cancer Immunotherapy by Applying Bayesian Network Analysis to Flow Cytometry Data

por Rodin, Andrei S., Gogoshin, Grigoriy, Hilliard, Seth, Wang, Lei, Egelston, Colt, Rockne, Russell C., Chao, Joseph, Lee, Peter P.
Publicado 2021

Bayesian network models identify co-operative GPCR:G protein interactions that contribute to G protein coupling

por Mukhaleva, Elizaveta, Ma, Ning, van der Velden, Wijnand J. C., Gogoshin, Grigoriy, Branciamore, Sergio, Bhattacharya, Supriyo, Rodin, Andrei S., Vaidehi, Nagarajan
Publicado 2023

Bow-tie architectures in biological and artificial neural networks: Implications for network evolution and assay design

por Hilliard, Seth, Mosoyan, Karen, Branciamore, Sergio, Gogoshin, Grigoriy, Zhang, Alvin, Simons, Diana L., Rockne, Russell C., Lee, Peter P., Rodin, Andrei S.
Publicado 2023