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A Review of Fraudulent Practices in Healthcare Insurance and Machine Learning-Based Investigation Approaches
Healthcare insurance fraud is a complex and costly problem that has become a concern
globally. Traditional methods of detecting fraudulent claims and requests are time …
globally. Traditional methods of detecting fraudulent claims and requests are time …
Advancing Preauthorization Task in Healthcare: An Application of Deep Active Incremental Learning for Medical Text Classification
This study presents a novel approach to medical text classification using a deep active
incremental learning model, aiming to improve the automation of the preauthorization …
incremental learning model, aiming to improve the automation of the preauthorization …
Advancements and challenges of using natural language processing in the healthcare sector
S Kamineni, M Tummala, SY Kandimalla… - Theoretical …, 2024 - degruyter.com
Due to the exponential increase in population, the healthcare sector is also booming. The
data generated from the healthcare sector is too huge nowadays, and processing all of it …
data generated from the healthcare sector is too huge nowadays, and processing all of it …
NLP applications—clinical documents
Y Wang - Natural Language Processing in Biomedicine: A …, 2024 - Springer
This chapter examines the advancement of digitalization in healthcare, focusing on the
critical role of natural language processing (NLP) in extracting valuable insights from clinical …
critical role of natural language processing (NLP) in extracting valuable insights from clinical …
Intelligent authorization system
A Hampapur, S Hegde, S Pankanti, R Shree… - US Patent …, 2024 - Google Patents
A system and method to authorize requests for procedures or medical claim requests is
described. In one aspect, datasets from multiple data sources, including historical …
described. In one aspect, datasets from multiple data sources, including historical …