Proper codification of medical diagnoses and procedures is essential for optimized health care management, quality improvement, research, and reimbursement tasks within large …
An electronic health record (EHR) is a vital high-dimensional part of medical concepts. Discovering implicit correlations in the information of this data set and the research and …
J Levy, N Vattikonda, C Haudenschild… - Journal of Pathology …, 2022 - Elsevier
Background Pathology reports serve as an auditable trial of a patient's clinical narrative, containing text pertaining to diagnosis, prognosis, and specimen processing. Recent works …
SC Mellinghoff, C Bruns, R Al-Monajjed… - BMC Medical Research …, 2022 - Springer
Background The use of routine data will be essential in future healthcare research. Therefore, harmonizing procedure codes is a first step to facilitate this approach as …
J Greenburg, Y Lu, S Lu, U Kamau, R Hamilton… - Journal of Pathology …, 2023 - Elsevier
Abstract Current Procedural Terminology Codes is a numerical coding system used to bill for medical procedures and services and crucially, represents a major reimbursement pathway …
J Morey, R Winters, D Jones - Annals of Emergency Medicine, 2025 - Elsevier
Study objective To use artificial intelligence (AI) to predict billing code levels for emergency department (ED) encounters. Methods We accessed ED encounters from our health system …
R Baruah, AK Singh - Natural Language Processing in …, 2022 - api.taylorfrancis.com
Machine Translation (MT) is a sub-field of computational linguistics that automatically translates words or phrases of one human language into another. MT is widely applied to …
Clinical decision support systems (CDSS) have evolved with the development of artificial intelligence (AI), advancing from symbolic AI in the 1970s to recent deep learning models …