Research Questions

Relapse Prediction

Dear Committee;

- i would like to introduce you to my idea " relapse prediction using machine learning algorithms "

- my topic is about turning the initial data collected from the patients when introduced for first time before starting the treatment into insights using data science. it depends on each disease type and according to the treatment protocol.

- by using an Electronic Data Capture (EDC) system , we can turn unstructured data to structured one , this will help in data extraction and collection before using these data in the machine learning model

- after data manipulation and cleaning , the suitable machine learning algorithm will give us the highest accuracy

How will your idea make a difference

1- increase the Relapse Free Survival percentage among all types of cancer
2- Risk Stratification will be more precise
3- decrease Mortality and Morbidity rate (increase Over all Survival percentage)


0 votes
Idea No. 970