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Filtering for highly variable genes and high quality spots improves phylogenetic analysis of cancer spatial transcriptomics Visium data
Sasha Gavryushkina, Holly Pinkney, Sarah Diermeier, and Alex Gavryushkin
bioRxiv 2024
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Accurate Bayesian phylogenetic point estimation using a tree distribution parameterized by clade probabilities
Lars Berling, Jonathan Klawitter, Remco Bouckaert, Dong Xie, Alex Gavryushkin, and Alexei Drummond
bioRxiv 2024
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Online Bayesian analysis with BEAST 2
Remco Bouckaert, Lena Collienne, and Alex Gavryushkin
bioRxiv 2022
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The Fossilised Birth-Death Model is Identifiable
Kate Truman, Timothy Vaughan, Alex Gavryushkin, and Sasha Gavryushkina
Systematic Biology 2024
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Automated convergence diagnostic for phylogenetic MCMC analyses
Lars Berling, Remco Bouckaert, and Alex Gavryushkin
IEEE/ACM Transactions on Computational Biology and Bioinformatics 2024
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Estimating the mean in the space of ranked phylogenetic trees
Lars Berling, Lena Collienne, and Alex Gavryushkin
Bioinformatics 2024
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Ranked subtree prune and regraft
Lena Collienne, Chris Whidden, and Alex Gavryushkin
Bulletin of Mathematical Biology 2024
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Testing for phylogenetic signal in single-cell RNA-seq data
Jiří Moravec, Rob Lanfear, David Spector, Sarah Diermeier, and Alex Gavryushkin
Journal of Computational Biology 2023
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A fast lasso-based method for inferring higher-order interactions
Kieran Elmes, Astra Heywood, Zhiyi Huang, and Alex Gavryushkin
PLOS Computational Biology 2022
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SNVformer: an attention-based deep neural network for GWAS data
Kieran Elmes, Diana Benavides-Prado, Neset Ozkan Tan, Trung Bao Nguyen, Nicholas Sumpter, Megan Leask, Michael Witbrock, and Alex Gavryushkin
ICML Workshop on Computational Biology 2022
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Accounting for errors in data improves timing in single-cell cancer evolution
Kylie Chen, Jiří Moravec, Alex Gavryushkin, David Welch, and Alexei Drummond
Molecular Biology and Evolution 2022
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Tuberous sclerosis complex: a complex case
Ryan Powell, Sharon Pattison, Jiri Moravec, Basharat Bhat, Nada Guirguis, David Markie, Greg Jones, Jason Copedo, Ian Morison, Alex Gavryushkin, Bronwyn Gray, Lisa Wyeth, Mike Eccles, and Erin Macaulay
Cold Spring Harbor Molecular Case Studies 2022
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Sustained software development, not number of citations or journal choice, is indicative of accurate bioinformatic software
Paul Gardner, James Paterson, Stephanie McGimpsey, Fatemeh Ashari-Ghomi, Sinan Umu, Aleksandra Pawlik, Alex Gavryushkin, and Michael Black
Genome Biology 2022
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Discrete coalescent trees
Lena Collienne, Kieran Elmes, Mareike Fischer, David Bryant, and Alex Gavryushkin
Journal of Mathematical Biology 2021
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Learning epistatic gene interactions from perturbation screens
Kieran Elmes, Fabian Schmich, Ewa Szczurek, Jeremy Jenkins, Niko Beerenwinkel, and Alex Gavryushkin
PLOS ONE 2021
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Computing nearest neighbour interchange distances between ranked phylogenetic trees
Lena Collienne and Alex Gavryushkin
Journal of Mathematical Biology 2021
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Geometry of ranked nearest neighbour interchange space of phylogenetic trees
Lena Collienne, Kieran Elmes, Mareike Fischer, David Bryant, and Alex Gavryushkin
bioRxiv 2019
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High-dimensional microbiome interactions shape host fitness
Alison Gould, Vivian Zhang, Lisa Lamberti, Eric Jones, Benjamin Obadia, Nikolaos Korasidis, Alex Gavryushkin, Jean Carlson, Niko Beerenwinkel, and Will Ludington
PNAS 2018
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The geometry of partial fitness orders and an efficient method for detecting genetic interactions
Caitlin Lienkaemper, Lisa Lamberti, James Drain, Niko Beerenwinkel, and Alex Gavryushkin
Journal of Mathematical Biology 2018
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Inferring genetic interactions from comparative fitness data
Kristina Crona, Alex Gavryushkin, Devin Greene, and Niko Beerenwinkel
eLife 2017
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The combinatorics of discrete time-trees: theory and open problems
Alex Gavryushkin, Chris Whidden, and Erick Matsen
Journal of Mathematical Biology 2017
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The space of ultrametric phylogenetic trees
Alex Gavryushkin and Alexei Drummond
Journal of Theoretical Biology 2016