Developing current procedural terminology codes that describe the work performed by machines [PDF]
The “Taxonomy of Artificial Intelligence for Medical Services and Procedures” became part of the Current Procedural Terminology (CPT®) code set effective January 1, 2022.
Richard A. Frank +9 more
doaj +6 more sources
Construction and Utilization of a Neural Network Model to Predict Current Procedural Terminology Codes from Pathology Report Texts [PDF]
Background: At our department, each specimen was assigned a tentative current procedural terminology (CPT) code at accessioning. The codes were subject to subsequent changes by pathologist assistants and pathologists.
Jay J Ye
exaly +4 more sources
Pediatric Orthopaedic Surgeon Coding Trends After Changes to the Current Procedural Terminology Evaluation and Management Coding Guidelines in 2021 [PDF]
Background: Starting in 2021, the Centers for Medicare and Medicaid Services and the American Medical Association revised the Evaluation and Management (E&M) criteria of the Current Procedural Terminology coding selection.
Clayton C Bettin +2 more
exaly +4 more sources
Artificial Intelligence in Surgical Coding: Evaluating Large Language Models for Current Procedural Terminology Accuracy in Hand Surgery [PDF]
Purpose: The advent of large language models (LLMs) like ChatGPT has introduced notable advancements in various surgical disciplines. These developments have led to an increased interest in the use of LLMs for Current Procedural Terminology (CPT) coding ...
Emily L Isch
exaly +4 more sources
Comparison of machine-learning algorithms for the prediction of current procedural terminology (CPT) codes from pathology reports [PDF]
Background: Pathology reports serve as an auditable trial of a patient’s clinical narrative, containing text pertaining to diagnosis, prognosis, and specimen processing.
Joshua Levy +4 more
doaj +4 more sources
Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure Text: Development and Validation Study [PDF]
BackgroundAdministrative costs for billing and insurance-related activities in the United States are substantial. One critical cause of the high overhead of administrative costs is medical billing errors.
Joo, Hyeon +4 more
doaj +2 more sources
Current Procedural Terminology Code Selection, Attitudes, and Practices of the Orthopaedic Surgery Resident Case Log [PDF]
Introduction:. The Accreditation Council for Graduate Medical Education Resident Case Log is one of the primary tools used to track surgical experience.
Matthew Dulas, BA +20 more
doaj +2 more sources
Replicating Current Procedural Terminology code assignment of rhinology operative notes using machine learning [PDF]
Objectives Documentation and billing are important and time‐consuming parts of an otolaryngologist's work. Given advancements in machine learning (ML), we evaluated the ability of ML algorithms to use operative notes to classify rhinology procedures by ...
Christopher P. Cheng +6 more
doaj +2 more sources
Consensus Current Procedural Terminology Code Definition of Source Control for Sepsis. [PDF]
Unlike antibiotic and perfusion support, guidelines for sepsis source control lack high-quality evidence and are ungraded. Internally valid administrative data methods are needed to identify cases representing source control procedures to evaluate outcomes.Over five modified Delphi rounds, two independent reviewers identified Current Procedural ...
Li SR +9 more
europepmc +3 more sources
Understanding the Current Procedural Terminology Process
Abstract This article describes the method by which U.S. health care services are valued and reimbursed, and the essential role practicing physicians, including breast imaging radiologists, and medical specialty societies play in this process.
Dana Smetherman
exaly +3 more sources

