Transitive prediction of small-molecule function through alignment of high-content screening resources.
Europe PMC REST API · 學術索引收錄 · 來源發佈：Fri Jul 11 2025 00:00:00 GMT+0000 (Coordinated Universal Time) · 本站收錄：Thu Oct 08 2026 09:08:13 GMT+0000 (Coordinated Universal Time)
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High-content image-based phenotypic screens (HCSs) provide a scalable approach to characterize biological functions of compounds. The widespread adoption of HCS has led to a growing body of available profile datasets. However, study-specific experimental and computational choices lead to profile datasets that cannot be directly combined. A critical, long-standing challenge is how to integrate thes
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