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 …

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 …

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 …

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 …

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

Knowledge of survivability is crucial for cancer patients and their families. This paper
employs the Surveillance, Epidemiology, and End Results (SEER) database to predict the …

Due to the difficulties of outlier and skewed data, the prediction of breast cancer survivability
has presented many challenges in the field of data mining and pattern precognition …

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 …

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 …

Diverse machine learning models have applied to cancer survivability prediction. But most of
them tend to report only the performance of the model. However, in order to help medical …