The use of artificial intelligence-AI in healthcare has the potential to assist healthcare providers in many aspects of patient care and administrative processes. It will help them to improve upon existing solutions and overcome challenges faster.
Using artificial intelligence in healthcare, the most widespread utilization of traditional machine learning is precision medicine. Being able to predict what treatment procedures are likely to be successful with patients based on their make-up and the treatment framework is a huge leap forward for many healthcare organizations. The majority of AI technology in healthcare that uses machine learning and precision medicine applications require data for training, for which the end result is known. This is known as supervised learning.
Diagnosis and treatment of disease have been at the core of artificial intelligence. Early rule-based systems had the potential to accurately diagnose and treat disease but were not accepted for clinical practice. They were not significantly better at diagnosing than humans, and the integration was less than ideal with clinician workflows and health record systems.
There are a number of administrative applications for artificial intelligence in healthcare. The use of artificial intelligence in hospital settings is somewhat less game changing in this area as compared to patient care.
Another use of artificial intelligence in healthcare applicable to claims and payment administration is machine learning which can be used for pairing data across different databases
However challenges of using artificial intelligence in healthcare is that it requires access to large amounts of data in order to be effective. Another challenge is that there is a risk of bias if the data used to train the algorithms is not representative of the population as a whole.
Perhaps the only healthcare providers who will lose out on the full potential of AI in healthcare may be those who refuse to work alongside it.Â
Link-https://www.foreseemed.com/artificial-intelligence-in-healthcare