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patient-feedback

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Classical NLP and ML on ~215k patient drug reviews (UCI): text-based sentiment classification on the dataset's own test split (0.95 ROC-AUC, well above baseline) and per-condition complaint mining via weighted log-odds. Reusable package with a CLI, tests, and reproducible results.

  • Updated Jul 2, 2026
  • Python

BestDoc — independent third-party profile of a public API surface, by API Evangelist. BestDoc is a healthcare patient-relationship-management (PRM) company that helps hospitals improve the patient experience across inpatient and outpatient care. Its platform includes BestDoc Concierge for inpatient experience management (non-clinical requests, room

  • Updated Sep 4, 2026

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