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Bayesian inference for identifying tumour-specific cancer dependencies through integration of ex-vivo drug response assays and drug-protein profiling.

, and . BMC Bioinform., 25 (1): 104 (December 2024)

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A descriptive marker gene approach to single-cell pseudotime inference., and . Bioinform., 35 (1): 28-35 (2019)MixDir: Scalable Bayesian Clustering for High-Dimensional Categorical Data., and . DSAA, page 526-539. IEEE, (2018)Order Under Uncertainty: Robust Differential Expression Analysis Using Probabilistic Models for Pseudotime Inference., and . PLoS Comput. Biol., (2016)Completing a genomic characterisation of microscopic tumour samples with copy number., , , , , , and . BMC Bioinform., 24 (1): 453 (December 2023)Correction: Completing a genomic characterisation of microscopic tumour samples with copy number., , , , , , and . BMC Bioinform., 25 (1): 20 (December 2024)Multi-Facet Clustering Variational Autoencoders., , , , , and . NeurIPS, page 8676-8690. (2021)TensOrMachine: Probabilistic Boolean Tensor Decomposition., , and . CoRR, (2018)Bayesian Boolean Matrix Factorisation., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2969-2978. PMLR, (2017)BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders., and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2928-2937. PMLR, (2020)Quantitative Image Analysis of Chromosome Dynamics in Early Drosophila Embryos., and . ISBI, page 264-267. IEEE, (2007)