datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
specialist-level_medical_knowledge_dataset_sft
specialist-level_medical_knowledge_dataset_sft
Dataset Summary
specialist-level_medical_knowledge_dataset_sft is an integrated collection of augmented SFT data across 13 distinct medical domains, developed by the Healthcare AI Research Institute (HARI) at SNUH.
This dataset is derived and augmented from the Specialized Medical Knowledge Data (전문 의학지식 데이터) provided by AI-Hub.
It focuses exclusively on complex clinical scenarios generated using the "Add Constraints"… See the full description on the dataset page: https://huggingface.co/datasets/snuh/specialist-level_medical_knowledge_dataset_sft.medical-specialist-routing
Датасет для маршрутизации медицинских обращений
Контекст задачи
Данный датасет создан для обучения модели классификации текстов жалоб пациентов по медицинским специализациям.
Цель — автоматически определять, к какому врачу следует направить пациента на основе его описания симптомов.
Создание датасета
Реальные данные взяты из датасета blinoff/medical_qa_ru_data и очищены (удалены пустые значения, короткие/длинные тексты, проведена дедупликация).… See the full description on the dataset page: https://huggingface.co/datasets/Arrtemwolf/medical-specialist-routing.specialist-cd-binary-honestyBangla_Education_Specialist_v1_11K
Bangla Education Specialist v1 — 11K
Dataset Description
A Bangla education-domain instruction-following dataset containing 11,000+ samples designed for fine-tuning Large Language Models (LLMs) on Bengali educational question-answering tasks.
Curated and processed by TechOptions.
Dataset Details
Property
Value
Language
Bengali (bn)
Domain
Education
Total Samples
~11,000
File Size
~6.48 MB
Format
JSONL → Parquet
License
Apache… See the full description on the dataset page: https://huggingface.co/datasets/techoptions/Bangla_Education_Specialist_v1_11K.clinical-specialist-consult-queue-coherence-risk-v0.1What this repo is for
Spot when
patients need specialist input
but the consult system
cannot deliver
because the queue grows
or tracking fails
before
avoidable harm
and prolonged stays
posthog-specialist-datasetspecter-vc-ai_specialistafrica-who-specialist-medical-practitioners
Africa — WHO GHO: Specialist medical practitioners (number) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-specialist-medical-practitioners.africa-sudan-sudan-number-of-health-specialists-per-category-in-sudan-adc58587
Sudan: Number of Health Specialists per category in Sudan | Africa (Sudan official open data)
1,715 rows - 1 Africa country - 2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sudan: Number of Health Specialists… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-number-of-health-specialists-per-category-in-sudan-adc58587.specialist-classifierasia-who-specialist-medical-practitioners
Specialist medical practitioners (number) | Asia (WHO GHO)
🌏 394 observations · 31 Asia countries · 1980–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 394 observations of Specialist medical practitioners (number) data across 31 Asia countries, spanning 1980–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-specialist-medical-practitioners.europe-who-specialist-medical-practitioners
Specialist medical practitioners (number) | Europe (WHO GHO)
🇪🇺 909 observations · 41 Europe countries · 1980–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 909 observations of Specialist medical practitioners (number) data across 41 Europe countries, spanning 1980–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-specialist-medical-practitioners.scalp_specialist_datainfantry-specialist-training-curriculum