For all cancer types, survivability rates vary widely across different stages of cancer. But
survivability prediction models built in past were trained using examples of all stages …

Survivability of cancer strongly depends on the stage of cancer. In most previous works,
machine learning survivability prediction models for a particular cancer, were trained and …

Background Survivability rates vary widely among various stages of breast cancer. Although
machine learning models built in past to predict breast cancer survivability were given stage …

While traditional medical informatics focus primarily on disease classification problems, the
disease survivability prediction for patients suffering from multi-stage conditions (eg …

Prediction of cancer survivability using machine learning techniques has become a popular
approach in recent years.‎ In this regard, an important issue is that preparation of some …

This work presents a survivability prediction model for colon cancer developed with machine
learning techniques. Survivability was viewed as a classification task where it was …

Background Breast cancer is the most common cancer affecting females worldwide. Breast
cancer survivability prediction is challenging and a complex research task. Existing …

This paper revisits the problem of fiveyear survivability predictions for breast cancer using
machine learning tools. This work is distinguishable from the past experiments based on the …

Background Cancer survival studies are commonly analyzed using survival-time prediction
models for cancer prognosis. A number of different performance metrics are used to …

OBJECTIVE:: The prediction of breast cancer survivability has been a challenging research
problem for many researchers. Since the early dates of the related research, much …