The project is about to take decision whether a patient is needs to be shifted to the ICU or not(stay is general-ward). The dataset is obtained from Kaggle. Our proposed model is giving above 99% accuracy. The project is accepted in IEEE conference: https://www.iitr.ac.in/elexcom/ Research paper: https://ieeexplore.ieee.org/abstract/document/10370105/