Modeling of inter-sample variation in flow cytometric data with the joint clustering and matching procedure

Deep profiling of multitube flow cytometry data

(2015) Kieran O’Neill et al.   BIOINFORMATICS

A non-parametric Bayesian model for joint cell clustering and cluster matching: identification of anomalous sample phenotypes with random effects

(2014) Murat Dundar et al.   BMC BIOINFORMATICS

SWIFT-scalable clustering for automated identification of rare cell populations in large, high-dimensional flow cytometry datasets, Part 1: Algorithm design

(2014) Iftekhar Naim et al.   CYTOMETRY PART A

Joint Modeling and Registration of Cell Populations in Cohorts of High-Dimensional Flow Cytometric Data

(2014) Saumyadipta Pyne et al.   PLoS One

Automated identification of stratifying signatures in cellular subpopulations

(2014) Robert V. Bruggner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Critical assessment of automated flow cytometry data analysis techniques

(2013) Nima Aghaeepour et al.   NATURE METHODS

On mixtures of skew normal and skew $$t$$ -distributions

(2013) Sharon X. Lee et al.   Advances in Data Analysis and Classification

Hierarchical Modeling for Rare Event Detection and Cell Subset Alignment across Flow Cytometry Samples

(2013) Andrew Cron et al.   PLoS Computational Biology

flowPeaks: a fast unsupervised clustering for flow cytometry data via K-means and density peak finding

(2012) Y. Ge et al.   BIOINFORMATICS

Parametric modeling of cellular state transitions as measured with flow cytometry

(2012) Hsiu J Ho et al.   BMC BIOINFORMATICS

Inferring Phenotypic Properties from Single-Cell Characteristics

(2012) Peng Qiu   PLoS One

Finite mixtures of multivariate skew t-distributions: some recent and new results

(2012) Sharon Lee et al.   STATISTICS AND COMPUTING

A framework for analytical characterization of monoclonal antibodies based on reactivity profiles in different tissues

(2011) Elizabeth Rossin et al.   BIOINFORMATICS

Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum

(2011) S. C. Bendall et al.   SCIENCE

Maximum likelihood inference for mixtures of skew Student-t-normal distributions through practical EM-type algorithms

(2011) Hsiu J. Ho et al.   STATISTICS AND COMPUTING

Bayesian inference for finite mixtures of univariate and multivariate skew-normal and skew-t distributions

(2010) S. Fruhwirth-Schnatter et al.   BIOSTATISTICS

B-cell signaling networks reveal a negative prognostic human lymphoma cell subset that emerges during tumor progression

(2010) J. M. Irish et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automated high-dimensional flow cytometric data analysis

(2009) S. Pyne et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Flow cytometer with mass spectrometer detection for massively multiplexed single-cell biomarker assay

(2008) Scott D. Tanner et al.   PURE AND APPLIED CHEMISTRY