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Posts by Collection
portfolio
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publications
gateTree: A user-informed tree algorithm for population identification in flow cytometry
Published in Proceedings of the 38th International Workshop on Statistical Modelling, 2024
Recommended citation: Doherty, U.P., McLoughlin, R.M., Claxton, T., and White, A. (2024), gateTree: A user-informed tree algorithm for population identification in flow cytometry. Proceedings of the 38th International Workshop on Statistical Modelling, 108-113. https://maths.dur.ac.uk/iwsm2024/files/iwsmDurham_1.pdf
Challenges and Adaptations of Model-Based Clustering for Flow and Mass Cytometry
Published in WIREs Computational Statistics, 2025
Recommended citation: Doherty, U.P., McLoughlin, R.M. and White, A. (2025), Challenges and Adaptations of Model-Based Clustering for Flow and Mass Cytometry. WIREs Comput Stat, 17: e70017. https://doi.org/10.1002/wics.70017 https://wires.onlinelibrary.wiley.com/doi/full/10.1002/wics.70017
talks
Clustering Methods for Flow Cytometry
Published:
Automated Population Identification Methods
Published:
Model-Based Clustering for Cytometry Data
Published:
Constrained Clustering for Cytometry Data
Published:
A Semi-Supervised Mixture Model with Must-Link Constraints based on Minimal Cluster Descriptions
Published:
Model-Based Clustering with Sequential Identification of an Unspecified Number of Outliers
Published:
teaching
MAU11002: Mathematics, Statistics, and Computation II
Undergraduate course, Trinity College Dublin, the University of Dublin, 2022
Demonstrator
STU22004: Applied Probability 2
Undergraduate course, Trinity College Dublin, the University of Dublin, 2022
Demonstrator
STU33011: Multivariate Linear Analysis
Undergraduate course, Trinity College Dublin, the University of Dublin, 2022
Demonstrator
MAU11002: Mathematics, Statistics, and Computation II
Undergraduate course, Trinity College Dublin, the University of Dublin, 2023
Demonstrator
MAU11002: Mathematics, Statistics, and Computation II
Undergraduate course, Trinity College Dublin, the University of Dublin, 2024
Demonstrator
CSU44061: Machine Learning
Undergraduate course, Trinity College Dublin, the University of Dublin, 2024
Demonstrator
MAU11002: Mathematics, Statistics, and Computation II
Undergraduate course, Trinity College Dublin, the University of Dublin, 2025
Demonstrator