3 papers
stat.ME2026
Mixtures of Neural Network Experts with Application to Phytoplankton Flow Cytometry Data
Ethan Pawl, François Ribalet, Paul A. Parker +1
Flow cytometry is a valuable technique that measures the optical properties of particles at a single-cell resolution. When deployed in the ocean, flow cytometry allows oceanographe…
stat.ME2026
Change Point Detection for Cell Populations Measured via Flow Cytometry
Yik Lun Kei, Qi Wang, Paul Parker +2
The ocean is filled with phytoplankton that contribute as much photosynthesis as all land plants combined, making them vital to the carbon cycle and climate system. Recent advances…
stat.ME2025
Trend Filtered Mixture of Experts for Automated Gating of High-Frequency Flow Cytometry Data
Sangwon Hyun, Tim Coleman, Francois Ribalet +1
Ocean microbes are critical to both ocean ecosystems and the global climate. Flow cytometry, which measures cell optical properties in fluid samples, is routinely used in oceanogra…