datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
icd10-clinical-notes
ICD-10 Multilingual Clinical Notes Dataset
A comprehensive multilingual dataset of ICD-10 diagnosis codes with clinical journal notes in 34 languages.
Author: Birger Moëll, Department of Linguistics and Philology, Uppsala University
Dataset Description
This dataset provides ICD-10 codes with:
Official diagnosis names in 34 languages (24 EU + 10 major world languages)
Sample clinical journal notes (English and Swedish)
Train/test splits for classifier training… See the full description on the dataset page: https://huggingface.co/datasets/birgermoell/icd10-clinical-notes.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.clinical-case-icd10-diagnosis
Clinical History -> ICD-10 (Acute / Chronic) — CC BY-enriched
1798 de-identified clinical histories drawn from open-access case reports in PubMed Central, each paired with a single principal-diagnosis label: an ICD-10-CM code, its official descriptor, and an ACUTE/CHRONIC acuity status.
input: a de-identified clinical history (presentation only; the diagnosis is removed and no PHI is present).
output: {icd10_code, name, status} where status is ACUTE or CHRONIC (how the… See the full description on the dataset page: https://huggingface.co/datasets/mkurman/clinical-case-icd10-diagnosis.International_Classification_Diseases_Clinical_Modification_icd10cm_order_April_2024ICD10-Clinical-TerminologyICD10-Clinical-Terminology
pyarrow fast search demonstration for context AI MMoE
icd10cm-multilabel-prompticd10cm-exam-mcq
ICD-10-CM Exam MCQ
203 multiple-choice items drawn from ICD-10-CM practice exams and coursework — clinical
vignettes requiring an actual code assignment, plus questions on conventions, guideline
structure and Chapter 20 external-cause rules.
⚠️ Read this before using or redistributing
The questions are third-party material of unverified provenance, reproduced verbatim.
They come from practice exams and coursework — one identifies itself as belonging to an… See the full description on the dataset page: https://huggingface.co/datasets/chongpangnasilemak/icd10cm-exam-mcq.icd10-coder-sft
ICD-10-CM Medical Coder
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
Maps clinical descriptions to ICD-10-CM codes
Why download this
Fine-tune LLMs to automatically assign ICD-10-CM codes from clinical text. Useful for EHR automation, medical coding assistants, and clinical NLP pipelines.
Dataset stats… See the full description on the dataset page: https://huggingface.co/datasets/AmareshHebbar/icd10-coder-sft.ICD-10-CMicd10-codesicd10pcs-coding-mcq
ICD-10-PCS Coding MCQ
405 multiple-choice items on ICD-10-PCS inpatient procedure coding — whether a model can
build a seven-character procedure code from documentation it is handed: root operation
selection, the seven character axes, Index→Tables verification, approach, device and qualifier
values, and the Official Guidelines.
Labels are what GPT-5.6-sol ruled they are. Items were written by Claude and adjudicated
by GPT-5.6-sol; where the two disagreed, the adjudicator's… See the full description on the dataset page: https://huggingface.co/datasets/chongpangnasilemak/icd10pcs-coding-mcq.icd-10synth-ehr-icd10cm-prompticd10cm-coding-mcq
ICD-10-CM Coding MCQ
403 multiple-choice items on ICD-10-CM diagnosis coding — whether a model can apply the
classification's conventions to documentation it is handed: Excludes1 and Excludes2 notes,
7th-character selection, placeholder X, laterality, Index→Tabular verification, combination
codes, specificity.
Labels are what GPT-5.6-sol ruled they are. Items were written by Claude and adjudicated
by GPT-5.6-sol; where the two disagreed, the adjudicator's ruling settled the… See the full description on the dataset page: https://huggingface.co/datasets/chongpangnasilemak/icd10cm-coding-mcq.icd10-clinical-notes
ICD-10 Multilingual Clinical Notes Dataset
A comprehensive multilingual dataset of ICD-10 diagnosis codes with clinical journal notes in 34 languages.
Author: Birger Moëll, Department of Linguistics and Philology, Uppsala University
Dataset Description
This dataset provides ICD-10 codes with:
Official diagnosis names in 34 languages (24 EU + 10 major world languages)
Sample clinical journal notes (English and Swedish)
Train/test splits for classifier training… See the full description on the dataset page: https://huggingface.co/datasets/Danishaqil/icd10-clinical-notes.medical-billing-icd10-qa-sample
Medical Billing & ICD-10 Synthetic Dataset (Sample
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🏥 50,000+ verified ICD-10 / CPT billing scenarios
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💼 Full commercial license for SaaS and Enterprise applications
👉 Buy Full Enterprise Dataset ($249) - Instant Download… See the full description on the dataset page: https://huggingface.co/datasets/Builder-syntaxlabs/medical-billing-icd10-qa-sample.icd10-reference-cm
Dataset Card for "icd10-reference-cm"
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medical-billing-icd10-qaicd10-to-drg-sft
ICD-10-CM to MS-DRG Mapper
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
ICD-10-CM diagnosis codes → MS-DRG code, relative weight, and geometric mean LOS
Why download this
Hospital reimbursement prediction, DRG validation, revenue cycle automation. Critical for US hospital billing under the Medicare IPPS system.… See the full description on the dataset page: https://huggingface.co/datasets/AmareshHebbar/icd10-to-drg-sft.icd10cm-exam-openended
ICD-10-CM Exam Open-Ended
70 open-ended ICD-10-CM coding items with published answer keys. The model writes the
answer; there are no options to choose from.
The questions are third-party coursework of unverified provenance, reproduced verbatim.
The copyright holder is unknown and no licence was granted. If you are the rights holder and
object, the dataset will be removed.
No certified medical coder or clinician reviewed any item. The answer keys are the
coursework's own, not… See the full description on the dataset page: https://huggingface.co/datasets/chongpangnasilemak/icd10cm-exam-openended.ICD-10-CM_Code-Description_Pairsicd10cm-promptclinical-icd10-embeddingsicd-10-pcs-codesICD10CM_Embedding_Benchmarksynth-ehr-icd10-alpaca-formaticd10_deicd10cm-clinical-coding-sftICD10orthopedic-icd10-codes
Orthopedic ICD-10-CM Codes (FY2026)
792 billable ICD-10-CM diagnosis codes commonly used in orthopedic and spine practices, organized by anatomic region, with official FY2026 descriptions from the CMS ICD-10-CM order file (public domain).
What is in this dataset
Column
Description
code
ICD-10-CM diagnosis code (billable level)
description
Official FY2026 long description from CMS
region
Anatomic region: knee, hip, shoulder, spine, hand-wrist… See the full description on the dataset page: https://huggingface.co/datasets/clinicflowai/orthopedic-icd10-codes.