Healthcare innovation has helped healthcare providers offer better care and unlock new ways to enhanced treatment for larger population groups. Technology advancements such as Artificial Intelligence and machine learning can offer innovative solutions to the healthcare sector by improving care delivery options and automating tasks that can reduce administrative burden. The Healthcare Innovation Forum discusses how machine learning and AI have revolutionized healthcare through efficient data analysis which has facilitated the decision-making process.
The Benefits of AI and Machine Learning
By integrating the power of AI and machine learning the healthcare ecosystem can benefit greatly through automation of manual tasks, analyzing large data to improve health outcome levels, and lowering healthcare costs. According to Business Insider, 30% of healthcare costs are related to administrative and operational tasks. Robust Artificial Intelligence (AI) technology helps to automate these tasks which include; pre-authorizing insurance and maintaining records which in the end saves a lot of money and increased productivity levels.
The US healthcare system creates considerable quantities of data, approximately one trillion gigabytes of data per year. AI and machine learning make it possible for providers to analyze this data and reveal crucial insights to create personalized care plans and enhance patient outcome levels through actionable data at hand. Without machine learning, it would be difficult to evaluate such a large amount of data and implement the results for better care delivery.
Applications of AI and Machine Learning
Machine learning technology is used in health informatics to streamline record-keeping such as Electronic Medical Records (EMR) Software systems. AI helps to enhance EHR software management which can optimize the operation and enhance patient care.
AI can be used to improve access to care in areas where there is a shortage of qualified healthcare staff. For example, AI imaging tools can easily screen X-rays for different conditions reducing the requirement of highly trained diagnostic radiologists.
Some EMR Software vendors are leveraging the power of Artificial Intelligence to help design intuitive and user-friendly interfaces and also automate manual tasks.
Furthermore, telemedicine is on the rise due especially due to the COVID-19 pandemic. AI can help in caring for patients remotely by using sensors to monitor their information such as BP or blood oxygen levels. Artificial Intelligence algorithms can help alert clinicians about any erratic changes and issues that need to be addressed promptly to avoid ER visits.
AI and machine learning are robust technologies that are being adopted by hospitals in the USA to revolutionize healthcare through improve care efficiencies and offer deep insights to improve health outcome levels which is the ultimate goal of healthcare.