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Multisubject analysis helps to jointly analyze themedical data from multiple subjects, to make insightful inferences. Multi set canonical correlation analysis (MCCA), which extends the application of canonical correlation analysis to more than two datasets, is one such statistical technique to perform multisubject analysis. MCCA aims to compute optimal data transformations such that overall correlation...
Observing the dynamic characteristics of proteins by multi-channel fluorescence microscopy allows studying the interactions between different subcellular structures. We introduce a probabilistic approach for tracking and colocalization analysis of viral proteins in two-channel microscopy image sequences. Our approach is based on particle filters and the Kalman filter, and performs tracking and colocalization...
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