transportability

Research software and privacy-safe aggregate results for multimodal classification of primary liver tumors on multiphase CT, with internal fusion evaluation and external transportability stress testing.

Patient-level cross-centre reproducibility analyses for DBS microelectrode recordings

Deployment-gated severe AKI dynamic prediction workflow using MIMIC-IV and eICU

Analysis code for a three-database evaluation (MIMIC-IV, eICU-CRD, NWICU) of administrative neuropsychiatric phenotyping in critically ill SLE: diagnostic-confidence tiers, sepsis co-occurrence, a three-layer quantitative bias framework, and model transportability. Code only; no patient-level data (PhysioNet DUA).

Language-neutral ALT foundry reference kernel for executable certificate packets, abstraction tokens, certificate transcripts, dual-ledger settlement, and safe certified abstraction capital.

Interpretable machine-learning prediction and transportability assessment of late or persistent delirium in older ICU patients using MIMIC-IV and eICU-CRD.

Global Transportability Atlas: Assessing Cardiovascular/Diabetes Prognostic Models using GBD 2023 Covariates

Causal reinforcement learning, organized around Bareinboim's 9-task taxonomy, confounded offline→online RL, POMIS, counterfactual policies, transportability, discovery, imitation, curricula.

Role-Aware Transportability Audit primitives for transcriptomic signatures