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Publications
A folded network of blue molecular nodes with gold and red clusters against black
Genomics

Publications

The ClinVar Conflict Atlas

Measuring the severity, distribution, and observed persistence of germline classification disagreement across three preserved ClinVar snapshots.

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Violet-toned cerebral capillary with surrounding cellular structures
Drug Discovery

Publications

Testing the limits of blood-brain barrier prediction

How chemical similarity and model confidence shape reliability beyond the benchmark.

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Breast-cancer cell diagram showing the nucleus, chromatin, organelles, and RNA transcripts
Oncology

Publications

Technical-repeat sensitivity of fixed-reference PAM50 subtyping

A public-data computational study of whether one frozen PAM50 method returns the same breast-cancer subtype label for repeated measurements linked to the same reported tumor RNA source.

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Scientific Infrastructure

Publications

The NaS Cortex: A Knowledge Architecture for the Life Sciences

A knowledge architecture for the life sciences built around eight domain-specific gyri, sparse expert activation, incremental training, and a staged compute roadmap for Nicole.

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