Study of Machine Learning Models for the Prediction and Detection of Lungs Cancer
Amit Singh, Rakesh Kumar, Rajul Rastogi · 2022
The main purpose of this study is to identify the various MachineLearning(ML) algorithm which is helpful in the prediction and detection of the Lungs Cancer. Lung'sCancer is the most dangerous disease, many peopledie across the world due to this disease in a year. An early detection of cancer can improve the survival rate of patients. In recent years many ML models have been develop that can identify and predict the cancer from the medical imagery. Further, most of them are using the X-rays, CT scan images and such models may reduce the cancer infection ratio of the patient and improve the decision making of the radiologist. To find the cancer in the early stages various ML algorithms have been explored and few of them having high accuracy up to 98%. This study providesan overview of Various MLmodels for cancer detection and prediction.