Smart Healthcare AI-Infused Saline Monitoring System with IoT- Empirical Study

Integrating Internet of Things (IoT) technology into the healthcare system has revolutionized how medical data is collected, monitored, and managed. This system can recognize abnormal circumstances, alert the patient, and notify the doctor by SMS or email. Through a cloud-based and Machine Learning (AI) approach, the technology allows the doctor to monitor and share on the Android application simultaneously. At any given moment, more than one patient can be monitored using an Android app. In this paper, we study the Smart Healthcare AI–Infused Saline Monitoring System, consisting of level sensors that recognize the liquid status in the bottle, whether it is normal or a warning. In this paper, we conduct a comparative study based on different methodologies, their limitations and accuracy. Smart Healthcare AI – Infused Saline Monitoring System aims to enhance patient safety (Security), reduce nurse workload, and improve the overall efficiency of healthcare.