Lung Cancer Prediction Using Chest X-Rays

Cancer is the most important cause of death for both man and women .The early detection of cancer can be helpful in the curing of the disease completely. So the requirement of techniques to detect the occurrence of cancer in early stage is increasing. To design a model that can be useful in early identification and prediction of a lung diseases have become a necessity in the research, as it can facilitate the subsequent clinical management of patients. Here, we establish a diagnostic tool based on a deep-learning framework for the screening of patients with common treatable blinding retinal diseases. Our framework utilizes a technique, which trains a neural network with a fraction of the data of conventional approaches. For such purpose, we employ the Deep learning techniques and machine learning approaches to train the data and evaluate the efficiency of our proposed research.