AIMC Topic: Current Procedural Terminology

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Exploring the Potential of GPT-4 in Creating Billing Codes from Clinic Notes.

Studies in health technology and informatics May 15, 2025
Creating standardized billing codes from clinic notes is challenging due to the complexity of over 22,000 codes and the unstructured nature of medical records. This paper investigates how well GPT-4, can automate CPT/HCPCS codes generation. To assess...
Humans Electronic Health Records Natural Language Processing Clinical Coding Current Procedural Terminology
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Classification of Current Procedural Terminology Codes from Electronic Health Record Data Using Machine Learning.

Anesthesiology Apr 1, 2020
BACKGROUND: Accurate anesthesiology procedure code data are essential to quality improvement, research, and reimbursement tasks within anesthesiology practices. Advanced data science techniques, including machine learning and natural language process...
Humans Neural Networks, Computer Machine Learning Databases, Factual Electronic Health Records Female Young Adult Adult Male Middle Aged Adolescent Child, Preschool Child Current Procedural Terminology
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Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources.

Journal of the American Medical Informatics Association : JAMIA Feb 1, 2020
OBJECTIVE: Real-world data (RWD) are increasingly used for pharmacoepidemiology and regulatory innovation. Our objective was to compare adverse drug event (ADE) rates determined from two RWD sources, electronic health records and administrative claim...
Humans Retrospective Studies Electronic Health Records Female Male Child, Preschool Child Regression Analysis Natural Language Processing Insurance, Health Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Hypertension, Pulmonary Current Procedural Terminology
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