clinical ner
ner_clinical_datasetclinical-ner-qdora
Clinical Structured Extraction Dataset for QDoRA / QLoRA Fine-Tuning
Generative Information Extraction from Clinical Notes into Validated JSON
Companion dataset for Chapter 7 of Rearchitecting LLMs (Manning Publications).
Task
Unlike traditional Named Entity Recognition (NER) which focuses on labeling tokens in a sequence, this dataset targets Generative Information Extraction.
The goal is to train an LLM to act as a deterministic parser: it must identify… See the full description on the dataset page: https://huggingface.co/datasets/oopere/clinical-ner-qdora.indicphi-clinical-ner-500
IndicPHI Synthetic Clinical NER (GLiNER)
Synthetic multilingual Indian clinical documents for NER / GLiNER training,
with PHI/PII surrogate entities. Produced by IndicPHI (Track C SDG).
Provenance
Source run: 20260724T100211
Artifact: data/generated/runs/20260724T100211/s9_gliner_s6_export/gliner_docs.jsonl
Rows: 479
Languages: 23
Language counts
code
n
as
22
bn
20
brx
19
doi
21
en
22
gu
21
hi
22
kn
22
kok
21
ks
21… See the full description on the dataset page: https://huggingface.co/datasets/Sidharth1743/indicphi-clinical-ner-500.Turkish-clinicalNER
Turkish Clinical Notes NER - Annotation Guideline
Version: 1.0Date: January 2025Language: Turkish (clinical text) / English (documentation)Project: Turkish Clinical Notes NER Dataset
1. Project Overview
1.1 Objective
To establish a standardized guideline for consistent and accurate annotation of medical entities (named entities) in Turkish clinical notes.
1.2 Scope
This guideline covers the following clinical document types:
Hospital discharge… See the full description on the dataset page: https://huggingface.co/datasets/tugrulkaya/Turkish-clinicalNER.turkish-clinical-ner
Turkish Clinical NER Dataset
Türkçe klinik metinlerde ilaç, hastalık, semptom, organ, tıbbi test gibi varlıkları etiketlemeye yönelik, araştırma amaçlı hazırlanmış küçük ölçekli NER veri kümesi.
Veri Kümesi Özeti
Bu veri kümesi, Türkçe tıbbi/klinik NLP araştırmaları için oluşturulmuş, el ile etiketlenmiş cümle seviyesinde bir NER kaynağıdır. Temel amacı, Türkçe klinik alanında başlangıç seviyesi model eğitimi ve değerlendirmesi için açık bir örnek sağlamaktır.
Alan:… See the full description on the dataset page: https://huggingface.co/datasets/tugrulkaya/turkish-clinical-ner.facebook_clinical_ner