Enhanced Image-based Histopathology Lung Cancer Detection

Several deadly diseases may kill people, and one such ailment is cancer. Lung cancer has the greatest mortality rate of these various cancers, and more than 57% of people with lung cancer contact their doctors when the disease progresses close to the chest. The most prevalent kind of lung cancer, lung cancer is typically brought on by smoking. A bronchoscopy, CT scan, PET scan, or chest X-ray can all be used to diagnose lung cancer. Since some lung cancer cells are metastatic or have moved from one region of the body to another, it is difficult to identify them in the respiratory system. The new study described in this paper uses deep learning to identify tiny cells in histopathological photos. Along with providing an overview of the work, it will also talk about some crucial factors to consider while creating effective models.