A FRAMEWORK FOR IMAGE BASED UNSUPERVISED CELL CLUSTERING AND SORTING

• Main Authors: LIU, Ming-Chang, CHIANG, Su-Hui
• Format: Patent
• Language: English; French; German
• Published: 23.08.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES; MEASURING; PHYSICS; TESTING

A framework that includes a feature extractor and a cluster component for clustering is described herein. The framework supports (1) offline image-based unsupervised clustering that replaces time-consuming manual gating; (2) online image-based single cell sorting. During training, one or multiple ce...