4 papers
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…
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…
Defining 3-dimensional marine provinces with phytoplankton compositions
Rafael Catoia Pulgrossi, Nathan L R Williams, Yubin Raut +2
Marine provinces rarely include fine-resolution biological data, and are often defined spatially across only latitude and longitude. Therefore, we aimed to determine how phytoplank…
Subcellular proteome niche discovery using semi-supervised functional clustering
Ziyue Zheng, Loay J. Jabre, Matthew McIlvin +2
Intracellular compartmentalization of proteins underpins their function and the metabolic processes they sustain. Various mass spectrometry-based proteomics methods (subcellular sp…