Expert-Domain Clinical Healthcare Medical Sciences English Text Corpus
LLM Fine-Tuning Data
Tags and Keywords
$19,100
About
📂 Data Product Executive Overview
This premium, high-density clinical healthcare, instruction-following MCQ, and medical text dataset is officially curated and structured under Prakhar Goonj Publications—a globally recognized, D&B U-N-S Certified international publishing house (D-U-N-S No. 64-125-5366) based in Delhi, India. We are a Tier-1 registered member of the Federation of Indian Publishers (FIP) and officially empanelled with the Ministry of Information & Broadcasting (RNI, Government of India).
🩺 Dataset Scope & Domain Density (Verified Sourcing Core)
This specialized dataset consists of deep linguistic text arrays built for fine-tuning Large Language Models (LLMs), optimizing Retrieval-Augmented Generation (RAG) frameworks, and building high-fidelity medical instruction-following models via Reinforcement Learning from Human Feedback (RLHF).
- Total Clean Dataset Size: 28 Expert-Authored Published & Under-Process Medical Treatises, Manuals & Question Banks
- Total Volume Infrastructure: ~19,000 Fully Proofread, Human-Authored Digitized Pages (Approx)
- Linguistic Footprint: ~6.5 Million Exact Words / ~10.5 Million Tokens (Approx)
- Instruction-Following Subset: 10,010 Expert-Labelled Q&A Rationales
- Language Array Distribution: 100% Comprehensive Academic English Medical Corpus
- Commercial Asset Valuation Pricing: £14,500 GBP (Lumpsum Non-Exclusive License Payout)
📚 Some of the Core Featured Healthcare Masterpieces Included:
- 10,000 MCQs for Nursing Exams with Detailed Rationales (By Dr. S. K. Manik): A premium instruction-following matrix comprising 10,010 exhaustive multiple-choice questions natively paired with comprehensive, human-written rationales. Structurally organized into dedicated training blocks: Introduction & Exam Strategy, Fundamentals of Nursing, Medical-Surgical Nursing, Child Health Nursing, Mental Health Nursing, Midwifery & Gynecology, Nutrition & Pharmacology, and Comprehensive Mixed Mock Tests. Optimized for AI medical exam alignment (AIIMS, NORCET, State, and NCLEX parameters).
- The Comprehensive Medical Encyclopedia & Diagnostic Questionnaire Manual: A monumental proprietary treatise spanning ~3,000 pages of clean, complex clinical medical knowledge and surgical protocols.
- Clinical Procedures Simplified For Nurses: Sourced from expert series by Dr. Saroj Chauhan, mapping advanced nursing sciences and practical hospital workflows.
- Specialized Treatises on Radiology Challenges & Pharmacology Matrix: Sourced from industry leaders including Dr. Sachin Shetty, providing dense technical domain vocabulary.
🛡️ Data Provenance & Compliance Governance
- Collection Method: 100% human-authored, peer-reviewed, and professionally proofread published and curated manuscripts. Zero public web scraping or unverified crowd-sourced dumps.
- Licensing Model: Available under a flexible, 100% Non-Exclusive Commercial License for AI Model Training and evaluation purposes. Original text remains secure under publisher custody (Custom Delivery Model) until full transaction clearance.
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$19,100
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