August 22, 2019
How Medical Concept Embeddings Can Help Reduce Billing Errors
by Tyrone DeSilva | Healthcare Technology
One of the problems that Myndshft seeks to solve in healthcare administration is automating and improving medical billing. Currently, medical billing is composed of tedious manual processes, which introduce errors and latency that drive up costs and reduce provider and patient satisfaction. Machine learning and process automation are part of the toolbox Myndshft uses to tackle these challenges. In order for machine learning and process automation systems to be effective, they first need to learn to comprehend claims data. Claims data commonly contains two ontologies, International Classification of Disease, 10th revision, Clinical Modification (ICD-10-CM) and Current Procedural Terminology (CPT). The… Read entire article here
Revenue cycle departments at diagnostics labs face some really daunting challenges when it comes to managing patient copays and billing. We wanted to get a better understanding for the pain points that they face on a day-to-day basis, so we commissioned a market research firm to conduct a series of interviews with revenue cycle executives from across a spectrum of lab services types. This is the final installment in a series of five blog posts that reveals the findings from these interviews. To start reading from the first installment in the series, click here. You can also download the full… Read entire article here
Revenue cycle departments at diagnostics labs face some really daunting challenges when it comes to managing patient copays and billing. We wanted to get a better understanding for the pain points that they face on a day-to-day basis, so we commissioned a market research firm to conduct a series of interviews with revenue cycle executives from across a spectrum of lab services types. This is the fourth in a series of five blog posts that reveals the findings from these interviews. To start reading from the first installment in the series, click here. You can also download the full report. … Read entire article here
Revenue cycle departments at diagnostics labs face some really daunting challenges when it comes to managing patient copays and billing. We wanted to get a better understanding for the pain points that they face on a day-to-day basis, so we commissioned a market research firm to conduct a series of interviews with revenue cycle executives from across a spectrum of lab services types. This is the third in a series of five blog posts that reveals the findings from these interviews. To start reading from the first installment in the series, click here. You can also download the full report. … Read entire article here
