pharmacy
Datasets
All datasets matching “pharmacy”ICD-10_Pharmacy
Medical train/valid V1 — Viettel AI Race clinical concept extraction
What is included
joint_train.jsonl: 12,000 synthetic multi-concept clinical notes with full competition-style labels.
joint_valid_template.jsonl: 1,500 notes using held-out templates but concepts seen in train.
joint_valid_concept.jsonl: 1,500 notes using held-out templates and held-out concepts.
ner_*.jsonl: same notes, stripped to text + type + position for token/span NER.
assertion_*.jsonl:… See the full description on the dataset page: https://huggingface.co/datasets/leminhhung0101/ICD-10_Pharmacy.vn-provinces-doh-pharmacy-workforce
Vietnam DOH pharmacy workforce by qualification
Vietnam DOH pharmacy workforce by qualification. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (1008 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (95 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-doh-pharmacy-workforce.Pharmacy_Licensing_Exam_FAQ
💊 Pharmacy Licensing Exam FAQ (Nepali) — Dataset README
A 100% Nepali-language synthetic reasoning dataset built from a single row-pair of official Nepal Department of Health Services exam-result data — turned into 100 question-answer pairs covering counts, percentages, ratios, statistics, and "what-if" arithmetic.
🔖 TL;DR (At a Glance)
What
Answer
Total records
100
File size
~198 KB
Language / script
Nepali (ne / npi) — Devanagari
Format… See the full description on the dataset page: https://huggingface.co/datasets/sabin1234/Pharmacy_Licensing_Exam_FAQ.clinical-prescription-pharmacy-dispense-coherence-risk-v0.1What this repo is for
Detect when
a prescription exists
but pharmacy dispense
does not happen in time
Common breaks
stockout
verification delay
clarification needed
queue delay for discharge meds
Examples you can use
urgent anticoagulant delayed
antibiotic not dispensed due to stockout
TTO delayed so discharge stalls
You use it to flag
missed dose risk
discharge delay risk
pharmacy-ner-sft
Pharmacy NER — Drug Entity Extraction
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
Clinical/biomedical text → drug name, dosage, frequency, route, indication
Why download this
Automate medication extraction from clinical notes, discharge summaries, or biomedical literature. Powers medication reconciliation and… See the full description on the dataset page: https://huggingface.co/datasets/AmareshHebbar/pharmacy-ner-sft.pharmacy-technician-supervision-ratios
State pharmacy technician-to-pharmacist supervision ratios
Canonical, always-current version: https://referencesource.org/pharmacy-technician-supervision-ratios/
Machine-readable: https://referencesource.org/pharmacy-technician-supervision-ratios/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-16
Stale after: 2027-08-16 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 21
The maximum number of… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/pharmacy-technician-supervision-ratios.