Lung cancer is the most common cause of cancer deaths in both
men and women. It is the second most common cancer in both men and women, after
prostate cancer and breast cancer, respectively. Lung cancer is difficult to detect
early, mainly because of limitations in our screening technology. For example, the
chest x-ray has not proven useful in finding small cancers that can be successfully
treated. There is currently a great deal of work being done in developing new screening
technologies, usually based on x-rays, for the early detection of lung cancer.
There are different histological types of lung cancer that are named after the type
of cell in the lung from which the cancer develops. The four most common are squamous
cell, adenocarcinoma, small cell, and large cell cancer. Very often, lung cancer
is divided into two main groups: "small cell lung cancer" if composed of small cells
and "non-small cell lung cancer" if composed of any one of the other three cell
types. Small cell carcinoma is usually the most difficult to treat. Fortunately
it is not as common as non-small cell lung cancer. If lung cancer is found early,
so that it is confined to the lungs, the majority of patients will survive more
than five years.
Diagnosis depends on a biopsy. Often the lungs need to be examined directly through
a tube placed down the windpipe to obtain a small biopsy of the cancer, a procedure
known as a bronchoscopy. Very often, a biopsy of the lung is performed through the
chest (thoracotomy) or a needle is inserted through the chest to remove some tissue.
Sometimes, the cancer has spread to lymph nodes in the chest or neck. Such spread
requires more intensive treatment.
Treatment may include surgery, radiation, and chemotherapy, depending on the severity
of the disease, location of the tumor, and general health of the patient. Each type
of lung cancer will have different treatments.
Lung Cancer Predictions
Predictions are based on your prognostic factors. These are characteristics that
are used to calculate your predictions. The factors are: race, age, histologic grade,
tumor extension, lymph nodes positive, and tumor type. Your prediction will
include a prediction graph and table of the likelihood of survival and non-recurrence
for the next fifteen years.
Prediction Method
An advanced statistical method called artificial neural network regression
(ANN) will be used to make your predictions. Your factors will be entered into the
artificial neural network model. The model will use this information to predict
your chance of being alive over the next fifteen years.