M. Talea

Benchmarking a Modular Deep Learning Pipeline for High-Throughput ASC-Speck Image Classification in Drug Discovery

Inflammasome drug screening using THP-1-ASC-GFP reporter cells produces fluorescence microscopy datasets that are difficult to assess manually in high-throughput screening. A modular four-step pipeline for automated ASC-speck classification in drug discovery is presented. The pipeline includes image acquisition, qualit...