Academic lineage
Model reduction for the Chemical Master Equation: An information-theoretic approach
- Kaan Öcal, Guido Sanguinetti, Ramon Grima
- J Chem Phys, 10.1063/5.0131445
Inference and uncertainty quantification of stochastic gene expression via synthetic models
- Kaan Öcal, Michael U Gutmann, Guido Sanguinetti, Ramon Grima
- J R Soc Interface, 10.1098/rsif.2022.0153
SCRaPL: A Bayesian hierarchical framework for detecting technical associates in single cell multiomics data
- Christos Maniatis, Catalina A Vallejos, Guido Sanguinetti
- PLoS Comput Biol, 10.1371/journal.pcbi.1010163
Challenges for machine learning in RNA-protein interaction prediction
- Viplove Arora, Guido Sanguinetti
- Stat Appl Genet Mol Biol, 10.1515/sagmb-2021-0087
BRIE2: computational identification of splicing phenotypes from single-cell transcriptomic experiments
- Yuanhua Huang, Guido Sanguinetti
- Genome Biol, 10.1186/s13059-021-02461-5
diffBUM-HMM: a robust statistical modeling approach for detecting RNA flexibility changes in high-throughput structure probing data
- Paolo Marangio, Ka Ying Toby Law, Guido Sanguinetti, Sander Granneman
- Genome Biol, 10.1186/s13059-021-02379-y
scMET: Bayesian modeling of DNA methylation heterogeneity at single-cell resolution
- Chantriolnt-Andreas Kapourani, Ricard Argelaguet, Guido Sanguinetti, Catalina A Vallejos
- Genome Biol, 10.1186/s13059-021-02329-8
The MOBSTER R package for tumour subclonal deconvolution from bulk DNA whole-genome sequencing data
- Giulio Caravagna, Guido Sanguinetti, Trevor A Graham, Andrea Sottoriva
- BMC Bioinformatics, 10.1186/s12859-020-03863-1