A Survey on Deep Learning Techniques for Breast, Leukemia, and Cervical Cancer Prediction
N. Jothiaruna, LeemaA. Anny · 2023
Cancer is an incurable disease that affects the majority of people in the world. Breast, leukemia, and cervical cancer are the most aggressive diseases and are the main reasons for the high death rate. Diagnosing cancer at an early stage may reduce the death rate. Machine Learning (ML) and Deep Learning (DL) techniques are now widely used in the medical field. In this survey, different ML and DL techniques are discussed to diagnose breast, leukemia, and cervical cancer; also, a comparison of different techniques is discussed with both advantages and drawbacks of the model. To reduce the time complexity and to increase performance, DL is used. Outcomes from the existing model proved that DL performs better for the prediction of cancerous cells. The research gap with recent research shows that scientific research is an urgent need to improve health care.