Healthcare AI Datasets for Clinical & LLM Training
Collection
Sample dataset from an enterprise-grade medical corpus built for clinical AI, diagnosis support, and healthcare LLM training. • 18 items • Updated • 1
Dataset Description
This dataset is a collection of medical echocardiography (echo) reports, containing records from 130 patients, designed to support the development of healthcare AI, clinical NLP, cardiology-focused language models, and medical document understanding systems.
The dataset consists of real-world echocardiography reports that capture cardiac measurements, diagnostic observations, ventricular function assessments, valvular findings, and clinical interpretations generated during cardiac examinations. It is valuable for building AI systems for cardiology report analysis, clinical information extraction, medical text understanding, and healthcare decision-support applications.
Dataset Specification
Patients: 130
Domain: Cardiology
Data Type: Echocardiography Reports
Language: English
Modality: Clinical Text
Nature: Real-world Clinical Data
Key Use Cases
Medical NLP
Cardiology Report Analysis
Clinical Document Understanding
Information Extraction
Medical Report Summarization
Healthcare AI
Clinical Decision Support
Biomedical Language Model Training
Medical Question Answering
Value of This Dataset
Supports development of cardiology-focused AI systems
Improves clinical text understanding
Enables automated information extraction from echo reports
Facilitates medical document analysis and summarization
Helps train healthcare NLP and LLM applications
Basic JSON Schema
{
"patient_id": "string",
"report_text": "string",
"report_length": "int64",
"lvef": "float32",
"lv_dysfunction": "string",
"tr_grade": "string",
"rvsp": "float32",
"la_enlarged": "bool",
"lv_dilated": "bool",
"pericardial_effusion": "bool",
"rwma": "bool"
}
Data Creation
Procured through formal agreements and generated in the ordinary course of business.
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay.AI or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai
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