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stindardlogic/medical-clinical-reasoning-sft-100k

Medical Clinical Reasoning SFT 100K A synthetic supervised fine-tuning dataset of 100,000 high-quality medical and clinical reasoning conversations designed to train AI assistants capable of supporting clinical decision-making, documentation, and medical education. Dataset Description This dataset covers a broad spectrum of clinical practice scenarios across 10 medical specialty categories. Each record follows the ShareGPT conversation format with a detailed human… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/medical-clinical-reasoning-sft-100k.

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Dataset Card

Medical Clinical Reasoning SFT 100K

A synthetic supervised fine-tuning dataset of 100,000 high-quality medical and clinical reasoning conversations designed to train AI assistants capable of supporting clinical decision-making, documentation, and medical education.

Dataset Description

This dataset covers a broad spectrum of clinical practice scenarios across 10 medical specialty categories. Each record follows the ShareGPT conversation format with a detailed human query and a structured, evidence-based physician-level response.

Categories

Category	Description
`clinical_reasoning`	Differential diagnosis, clinical workup, diagnostic reasoning
`pharmacology`	Drug interactions, prescribing decisions, anticoagulation management
`medical_coding`	ICD-10/CPT coding, documentation for billing compliance
`clinical_documentation`	SOAP notes, discharge summaries, clinical writing
`treatment_planning`	Chronic disease management, treatment intensification
`emergency_medicine`	Sepsis, shock management, acute stabilization
`radiology_interpretation`	Chest X-ray, imaging interpretation, reporting
`preventive_medicine`	Cancer screening guidelines, preventive care
`cardiology`	EKG interpretation, STEMI, arrhythmia
`mental_health`	Depression screening, PHQ-9, psychiatric management

Format

ShareGPT format:

json

{
  "conversations": [
    {"from": "human", "value": "...clinical scenario..."},
    {"from": "gpt", "value": "...structured clinical response..."}
  ],
  "metadata": {"category": "...", "context": "..."},
  "id": "uuid"
}

Use Cases

—Fine-tuning clinical AI assistants
—Medical education and USMLE-style training
—Healthcare documentation automation
—Clinical decision support training

Ethical Considerations

This dataset is synthetic and intended for AI training purposes only. It should not replace professional medical advice, diagnosis, or treatment. All clinical scenarios are illustrative examples.