datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.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
clinical-pharmacy-verification-administration-coherence-risk-v0.1
What this repo is for
Detect when
meds are prescribed
but pharmacy verification and admin
do not align
Common breaks
time-critical med not verified
verified but not given
admin late
wrong dose
documentation missing
Examples
sepsis antibiotic delayed after prescribing
insulin given late leading to hyperglycaemia
anticoag dose error
You use it to flag
medication harm risk
delay risk
clinical-pharmacy-stock-prescribing-coherence-risk-v0.1What this repo is for
Detect when medication stock
and prescribing demand
fall out of alignment
before
stockouts
substitutions
and treatment disruption.
pharmacy_dbCollection_of_pharmacy
[!NOTE]
Dataset origin: https://www.eurotermbank.com/collections/470
Description
The collection of terminological entries in the domain of customer protection, extracted from the national term bank of Lithuania. The terms are approved by the State Commission of the Lithuanian Language.
Collection_of_pharmacy_pharmaceutical
[!NOTE]
Dataset origin: https://www.eurotermbank.com/collections/471
Description
The collection of terminological entries in the domain of pharmacy (pharmaceutical forms), extracted from the national term bank of Lithuania. The terms are approved by the State Commission of the Lithuanian Language.