[HTML][HTML] Adopting machine translation in the healthcare sector: A methodological multi-criteria review

M Zappatore, G Ruggieri - Computer Speech & Language, 2024 - Elsevier
Background: The recent advances in machine translation (MT) offer an appealing and low-
cost solution to overcome language barriers in multiple contexts (eg, travelling, cultural …

Systematic evaluation of common natural language processing techniques to codify clinical notes

N Tavabi, M Singh, J Pruneski, AM Kiapour - Plos one, 2024 - journals.plos.org
Proper codification of medical diagnoses and procedures is essential for optimized health
care management, quality improvement, research, and reimbursement tasks within large …

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

A Khodadadi, N Ghanbari Bousejin, S Molaei… - Sensors, 2023 - mdpi.com
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 …

[HTML][HTML] Comparison of machine-learning algorithms for the prediction of current procedural terminology (CPT) codes from pathology reports

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 …

Harmonized procedure coding system for surgical procedures and analysis of surgical site infections (SSI) of five European countries

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 …

[HTML][HTML] Development of an interactive web dashboard to facilitate the reexamination of pathology reports for instances of underbilling of CPT codes

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 …

Artificial Intelligence to Predict Billing Code Levels of Emergency Department Encounters

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 …

[PDF][PDF] 多模型融合进行智能机器人的文本分类研究

周宇, 杨国平 - 计算机与数字工程, 2024 - jsj.journal.cssc709.net
摘要现阶段智能机器人的应用越来越广泛, 许多电商商城都会配备智能机器人辅助来减少人工
客服的工作量, 同时也能省下来客户的大部分时间, 针对智能机器人收到指令后意图识别不准确 …

A clinical practice by machine translation on low resource languages

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 …

Integrating Artificial Intelligence and Clinical Guidelines to Enhance Heart Failure Recognition Using Electronic Health Records in Preoperative Care

H Joo - 2024 - deepblue.lib.umich.edu
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 …