Medical coding is the process of assigning medical diagnosis and procedure codes in a healthcare claim. It is essential for getting reimbursed by insurance companies. AI medical coding software has been used to help make this process more accurate and efficient. The software uses machine learning to review records, code them and understand which code should be assigned.AI medical coders are just one way that AI technology is being used in the healthcare industry and they have been demonstrated to be successful as they can handle small or large volumes of data with accuracy and speed while also improving human accuracy rates.
The International Classification of Diseases and Related Health Problems (ICD-10) is the tenth revision of the International Statistical Classification of Diseases and Related Health Problems.ICD-10 is a classification system for diseases, injuries, and causes of death, which can be used by healthcare professionals across the world to classify diagnoses they make. It functions as a way to ensure that medical records can be reliably classified into diagnoses. The ICD-10 is important because it helps to ensure accuracy in diagnosis, treatment, and care.
CPT is a medical code set used to report medical, surgical, and diagnostic procedures and services to entities like physicians, health insurance companies, and accreditation organizations. During the electronic medical billing process, CPT codes are used in conjunction with ICD-9-CM or ICD-10-CM numerical diagnostic coding. CPT codes are classified into three types: Category 1, Category 2, and Category 3. The American Medical Association's registered trademark is CPT.
AI is the technology that has a solution for every problem. So, AI will also help in the medical sector. With computer power and deep learning algorithms, AI can identify diseases and provide treatment plans by analyzing gigabytes of data. Not only this, these technologies can keep a track of patient's health status and even predict future risks for an individual.
We are living in an era where we have seen a lot of technological developments that have made our lives much easier. The same can be said about the advancements in the field of AI. With AI, we are able to make life-saving diagnoses, develop new and better treatments, and even transform how we distribute medical supplies around the world. All of these innovations have been achieved without compromising quality or efficiency.AI has been playing an important role in various healthcare settings for years now, but it is only recently that top health organizations like the World Health Organization (WHO) are beginning to take notice and use this technology for their own needs.
The Following are some use cases of Artificial Intelligence in medical coding with a concrete example.
1.Types
Medical coding is a process that converts clinical diagnostic information into standardized terminology for billing and relevant purposes. It is typically done by coders or coder-adjuncts.It can be broadly categorized into two types, which are known as machine learning and deep neural network coding. Medical coders use these tools for coding various data that include Insurance claims, diagnosis codes, procedural codes, encounter diagnoses etc.Machine learning algorithms help in extracting the data from various sources such as patient records or general practice databases etc., while deep neural networks code the same data in accordance with ICD-10 standards
2. Use Cases
AI has been utilized to help with the following medical coding tasks: automated extraction of patient's clinical information from medical images, automated discharging letter generation, and automatic processing of X-Ray images, etc
Medical coding experts are in high demand. With an abundance of medical data available and more coming every day, the need for healthcare data analytics is essential to find a cure.AI platforms are designed to analyze these ever-growing datasets that can be too complex for human coders to tackle on their own.
Some of the benefits of using an AI platform for medical coding are:
Medical coding is the process of documenting a patient’s medical diagnosis and treatment on a universal system called ICD-10. These codes can then be used to understand and track trends in health care.S10.AI Robot Medical Scribe for medical coding makes it simple to document patient conditions as well as code them according to ICD-10 and CPT Guidelines. This platform is perfect for medical professionals who need to quickly code data that is often time-sensitive. The S10.AI robot medical scribe precisely matches up patient diagnosis with the correct billing code to maximize reimbursement by providing the most accurate diagnosis summary possible.
Topics : Medical Transcriber