Increasing Dominance Of Artificial Intelligence In Healthcare Services
The healthcare system is increasing its dependence on Artificial Intelligence (AI) to deliver services such as data management in the departments of claims, processing, and payment. There is no denying the presence of AI in other regions of customer utility as well such as searching for a provider, using the service through the cloud, and so on. What is important is that it is now becoming possible to detect health care fraud more easily than before.
Improvements in processing speed due to machine learning
Machine learning comes into play to help machines understand how to improve the working and automation of systems. This means that if a machine does one thing, it learns it and can “memorize” it so that it can deal with a similar situation on its own without any need for input from human control. This is how the insurance claims decoder speeds up the processing because it is dealing with lots of similar situations. It helps to detect things that are not in the usual order of things and “pulls them up” so that fraud is detected much faster.
Types of healthcare fraud
Healthcare insurance fraud in the form of improper billing, use of double billing, showing services that were never utilized in the claims, and so on, are now being detected through the use of AI. Medical fraud and abuse are costing patients in the US $69 billion every year according to the National Health Care Anti-Fraud Association. Now, with the use of AI and machine learning, it is possible to cut medical data entry errors and illicit activity almost instantly.
Implementation of data mining
Data mining is now being used in medical decoding to help third-party users such as healthcare insurance organizations extract and arrange the data of millions of users with ease. They can isolate the smaller section of users whose activities are suspect and investigate them for fraud. This has brought the rate of abuse, waste, and fraud down significantly.
Global spread in healthcare service
With the spread in the healthcare service on a global scale, there has been a growth in global tourism. People from different regions of the world are using medical facilities from a different part of the globe. This has led to an increase in the data used making it difficult to use. But, since the inception of AI, the whole scenario has changed. It has brought more governable factors into play so that users and insurance care providers can organize their data efficiently. It has also led to an increase in healthcare fraud.
Fraud detection using AI
One of the pioneers in the field of fraud and abuse detection, dharbor brings a whole range of intelligence applications for the use of the consumer and organizations. They are the people who brought the Know Your Customer and Know Your Provider services to the bank users in the US. Through the use of the software they provide, it is possible to detect and govern fraud before it happens, leading to immense savings by way of effort and time. Use of fraud detection software has helped reduce the time needed to process data associated with health care resulting in good savings.