AI-Based Machine Learning Models for Predictive Analysis in Biomedical Waste Management
P. William, Pravin B Khatkale, Dharmendra Kumar Roy, Nijalingappa Yogeesh, Shrikaant Kulkarni, Prasanna Lakshmi Gandi · Advances in healthcare information systems and administration book series · 2025
The proper management of biological waste is very necessary in order to safeguard both the environment and the health of the general population. Traditional methods of waste management are often unable to adequately manage the quantity and dynamic nature of biological waste that is generated by healthcare establishments. The purpose of this project is to investigate the use of artificial intelligence-based machine learning models for predictive analysis in the field of biomedical waste management. Utilizing historical data and complex algorithms, these models are able to predict the amount of trash that is produced, optimize disposal operations, and ensure that regulatory compliance is fulfilled. As a result, these models increase the efficiency and sustainability of waste management procedures at healthcare facilities.