Article

Attention-based deep learning for accurate cell image analysis

2024-02-29

Abstract excerpt

High-content analysis (HCA) holds enormous potential for drug discovery and research, but widely used methods can be cumbersome and yield inaccurate results. Noisy and redundant signals in cell images impede accurate deep learning-based image analysis. To address these issues, we introduce X-Profiler, a novel HCA method that combines cellular experiments, image processing, and deep learning modeling. X-Profiler co...

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Literature Corpus work: dff3543d-75ee-5461-9daa-7106a9cad166
DOI: 10.21203/rs.3.rs-3933549/v1

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