orcid stringclasses 3
values | name stringclasses 3
values | name_ar stringclasses 3
values | email stringclasses 3
values | profession stringclasses 3
values | claimed_spid null | licence_issuer stringclasses 1
value | licence_no stringclasses 3
values | linkedin stringclasses 1
value | bio stringclasses 3
values | credentials listlengths 2 4 | consent_docs bool 1
class | consent_announce bool 1
class | score int64 0 0 | status stringclasses 1
value | spid stringclasses 3
values | decided_by null | created_at stringdate 2026-10-24 06:15:17 2026-10-24 06:15:17 | updated_at stringdate 2026-10-24 06:15:17 2026-10-24 06:15:17 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0009-0003-7485-3575 | Dr. Mohamed Elfadil | دكتور محمد Elfadil | sample.physician@example.org | physician | null | SCFHS | SAMPLE-SCFHS-0001 | https://linkedin.com/in/mohamed-elfadil | Physician & Founder of BrainSAIT — Bridging Medicine, AI & Entrepreneurship. | [
{
"kind": "mbbs",
"title": "MBBS Certificate",
"file_name": "mbbs.pdf",
"stored_path": "/uploads/0009-0003-7485-3575/mbbs.pdf",
"content_hash": "sample-hash-mbbs",
"issuer": "King Saud University",
"number": "MBBS-001",
"issue_date": "2015-06-01T00:00:00",
"expiry_date": null,
... | false | false | 0 | approved | SPID-3575 | null | 2026-10-24T06:15:17.429634 | 2026-10-24T06:15:17.429669 |
0000-0002-1234-5678 | Dr. Fatima Ali | دكتورة فاطمة علي | sample.dentist@example.org | dentist | null | SCFHS | SAMPLE-DENT-0002 | null | Pediatric dentist with focus on preventive care. | [
{
"kind": "mbbs",
"title": "BDS Degree",
"file_name": "mbbs.pdf",
"stored_path": "/uploads/0000-0002-1234-5678/mbbs.pdf",
"content_hash": "sample-hash-mbbs",
"issuer": "Riyadh Colleges of Dentistry",
"number": "BDS-001",
"issue_date": "2016-07-01T00:00:00",
"expiry_date": null,
... | false | false | 0 | approved | SPID-5678 | null | 2026-10-24T06:15:17.429751 | 2026-10-24T06:15:17.429765 |
0000-0003-9999-8888 | Nurse Layla Hassan | ممرضة ليلى حسن | sample.nurse@example.org | nurse | null | SCFHS | SAMPLE-NURSE-0003 | null | Registered nurse, emergency department, 5 years experience. | [
{
"kind": "mbbs",
"title": "Nursing Diploma",
"file_name": "mbbs.pdf",
"stored_path": "/uploads/0000-0003-9999-8888/mbbs.pdf",
"content_hash": "sample-hash-mbbs",
"issuer": "King Fahad Medical City",
"number": "ND-001",
"issue_date": "2018-09-01T00:00:00",
"expiry_date": null,
... | false | false | 0 | approved | SPID-8888 | null | 2026-10-24T06:15:17.429808 | 2026-10-24T06:15:17.429816 |
BrainSAIT Providers Registry (BPR)
Unified healthcare worker credential & profile dataset for the Saudi healthcare ecosystem, aligned with NPHIES (National Platform for Healthcare Information Exchange Standards) and FHIR R4.
Samples are fictional. Names, e-mails (example.org), licence and credential numbers in
samples/are illustrative only. Real applicant data — e-mails, licence numbers, documents — is never published here; it stays in the private registry at registry.brainsait.de.
Contents
| File | Description |
|---|---|
schema/bpr_data_model.json |
BPR data model schema, credential kinds, NPHIES professions |
schema/nphies_mapping.json |
NPHIES code system references (ICD-10, LOINC, RxNorm) |
samples/sample_workers.json |
3 sample healthcare worker records (EN + AR) |
samples/sample_fhir_bundles.json |
Corresponding NPHIES FHIR R4 Bundles |
registry/providers.jsonl |
Live public list of BPR providers exported from registry.brainsait.de — the same fields as the public profiles; no e-mails, licence numbers or documents |
app/wizard.html |
Deployable 1-question-per-slide wizard + FHIR + profile generator (static HTML/JS) |
Data model
Primary key: orcid (ORCID iD). Each worker carries:
- identity (name EN/AR, profession, license)
- credentials (MBBS, Prometric, SCFHS, Registration, Post-graduate, Experience)
- BPR status (
draft \| pending \| approved \| declined) + assignedspid
Usage
from datasets import load_dataset
ds = load_dataset("Fadil369/bpr-providers-registry", "workers") # or "fhir_bundles"
FHIR export
Each sample worker maps to an NPHIES-compliant FHIR R4 Bundle containing Practitioner, Organization, and PractitionerRole resources. See samples/sample_fhir_bundles.json.
Deployable wizard
app/wizard.html is a self-contained static HTML/JS app (1-question-per-slide intake, credential attachment, GPT-2 bio enrichment via HF Inference API, FHIR R4 bundle + profile HTML download). Open it in any browser or host it as a HF Static Space / GitHub Pages / Vercel.
GPT-2 integration
The wizard calls https://api-inference.huggingface.co/models/openai-community/gpt2 client-side. Paste your HF token in the wizard to enable real bio enrichment; otherwise it runs in demo/stub mode.
Related Releases
| Release | DOI |
|---|---|
| BPR Unified Provider Portal v1.0 (Flask app) | 10.5281/zenodo.23609100 |
| NPHIES FHIR Clinical Document Engine v1.0 | 10.5281/zenodo.23609088 |
Citation
Elfadil, M. (2026). BrainSAIT Providers Registry (BPR) v1.0. Hugging Face + Zenodo.
Zenodo DOI: 10.5281/zenodo.23608911
Concept DOI (all versions): 10.5281/zenodo.23608910
Zenodo record: https://zenodo.org/records/23608911
CC-BY-4.0 · BrainSAIT · registry.brainsait.de
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