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Enhancing patient care with ai and RPA: Predictive analytics for improved real-time monitoring

Author: 
Kamala Venigandla, Venkata Manoj Tatikonda and Naveen Vemuri
Subject Area: 
Physical Sciences and Engineering
Abstract: 

Artificial intelligence (AI) and robotic process automation (RPA) amalgamation has caused a dramatic change in healthcare in the areas of predictive analytics and real time monitoring. This paper examines the various impact of implementation AI and RPA systems on the quality of patient’s care and the workflows of clinical settings in healthcare. We start by doing a detailed analysis of AI and RPA in the healthcare industry. Subsequently, we continue to explore the revolutionary role of these technologies in the process of managing patients. AI and RPA can be used to develop and improve workflow systems, which in turn can lead to higher efficiency, better quality of the care, and can be applied in numerous fields such as clinical decision support, and administrative tasks. Subsequently, we illuminate the paradigm of predictive analytics in healthcare, highlighting its priceless role in the prediction of patient outcomes, identification of patients in at-risk populations, and the development of treatment plans that are tailored to each individual. Achieving this goal is enabled by the process of using modern statistical algorithms and machine learning techniques. As a result, the healthcare providers are enabled to foresee the development of diseases, detect the abnormalities and take preventive measures. Then we will have a look at the amazing global of the real-time monitoring using AI and RPA. This kind of up-to-date technology provides a continuous monitoring of patient health parameters and an immediate response when it is needed. With the help of real-time data from multiple sources, monitoring systems that run on AI technology have the potential to detect any slight differences in a patient's condition, even if they are not obvious. Such systems allow them to foresee problems and warn doctors about imminent risks and adverse events before they happen. Also, we give an overview of the benefits and difficulties of AI and RPA integration in the healthcare system. Although these technologies help to bring about better outcomes for patients, greater efficiency, and cost savings, there are also difficulties in terms of data quality, privacy issues, and ethical considerations. Lastly, we go further into the future outlook of the discipline that is consisting of the AI model advancement, the internet of things integration and the ethical systems creation. Through the adoption of the trends in AI and RPA, healthcare institutions can leverage the power of the technologies in shaping the innovative cloth of healthcare, improving the patient outcomes and promoting the patient-oriented care.

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