NApy: Efficient Statistics in Python for Large-Scale Heterogeneous Data with Enhanced Support for Missing Data.
CoRR, May, 2025
Systematic evaluation of normalization approaches in tandem mass tag and label-free protein quantification data using PRONE.
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Briefings Bioinform., 2025
Multi-omics regulatory network inference in the presence of missing data.
Briefings Bioinform., September, 2023
spongEffects: ceRNA modules offer patient-specific insights into the miRNA regulatory landscape.
Bioinform., May, 2023
Systematic analysis of alternative splicing in time course data using Spycone.
Bioinform., January, 2023
Cancer driver drug interaction explorer.
Nucleic Acids Res., 2022
<i>SimBu</i>: bias-aware simulation of bulk RNA-seq data with variable cell-type composition.
Bioinform., 2022
Robust disease module mining via enumeration of diverse prize-collecting Steiner trees.
Bioinform., 2022
A systematic comparison of novel and existing differential analysis methods for CyTOF data.
Briefings Bioinform., 2022
Machine learning for deciphering cell heterogeneity and gene regulation.
Nat. Comput. Sci., 2021
DIGGER: exploring the functional role of alternative splicing in protein interactions.
Nucleic Acids Res., 2021
ASimulatoR: splice-aware RNA-Seq data simulation.
Bioinform., 2021
BiCoN: network-constrained biclustering of patients and omics data.
Bioinform., 2021
On the limits of active module identification.
Briefings Bioinform., 2021
De Novo Pathway-Based Classification of Breast Cancer Subtypes.
Proceedings of the Protein-Protein Interaction Networks, Methods and Protocols., 2020
De Novo Pathway Enrichment with KeyPathwayMiner.
Proceedings of the Protein-Protein Interaction Networks, Methods and Protocols., 2020
EpiRegio: analysis and retrieval of regulatory elements linked to genes.
Nucleic Acids Res., 2020
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments.
CoRR, 2020
EpiGEN: an epistasis simulation pipeline.
Bioinform., 2020
Comprehensive evaluation of transcriptome-based cell-type quantification methods for immuno-oncology.
Bioinform., 2019
Large-scale inference of competing endogenous RNA networks with sparse partial correlation.
Bioinform., 2019
JAMI: fast computation of conditional mutual information for ceRNA network analysis.
Bioinform., 2018
An ontology-based method for assessing batch effect adjustment approaches in heterogeneous datasets.
Bioinform., 2018
Ten Simple Rules for Developing Usable Software in Computational Biology.
PLoS Comput. Biol., 2017
Interactive microbial distribution analysis using BioAtlas.
Nucleic Acids Res., 2017
Using Docker Compose for the Simple Deployment of an Integrated Drug Target Screening Platform.
J. Integr. Bioinform., 2017
DeepBlueR: large-scale epigenomic analysis in R.
Bioinform., 2017
KeyPathwayMinerWeb: online multi-omics network enrichment.
Nucleic Acids Res., 2016
DeepBlue epigenomic data server: programmatic data retrieval and analysis of epigenome region sets.
Nucleic Acids Res., 2016
Robust<i> de novo</i> pathway enrichment with <i>KeyPathwayMiner 5</i>.
F1000Research, 2016
OpenLabNotes - An Electronic Laboratory Notebook Extension for OpenLabFramework.
J. Integr. Bioinform., 2015
Classification of Breast Cancer Subtypes by combining Gene Expression and DNA Methylation Data.
J. Integr. Bioinform., 2014
Microarray R-based analysis of complex lysate experiments with MIRACLE.
Bioinform., 2014