R workflows linking liver-chip (MPS) APOC3 knockdown data to Emax exposure-response and toy PK/PD translation models
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Oct 16, 2026 - R
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microphysiological-systems
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Reliability audit of deep learning on organ-on-chip and microphysiological imaging: one harness, four tasks, three headline numbers that were wrong for three different reasons.
deep-learning reproducibility uncertainty-quantification bioimage-analysis negative-results shortcut-learning virtual-staining selective-prediction organ-on-a-chip microphysiological-systems
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Sep 5, 2026 - Python
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