Deep learning for prostate cancer
||Deep learning for prostate cancer|
||Eduard Chelebian Kocharyan <email@example.com>|
||2021-09-17 – 2022-04-01|
The goal of the project is to predict whether a patient will develop prostate cancer in the future based on prostate needle biopsies. For that, we have a database of biopsies that were deemed benign at time=0. However, some of them developed cancer in a span of 2 years (label=1), while others did not even after 10 years (label=0).
The deep learning techniques provided below could help prognostication and see if the physician missed the malignancy or if there was something else that indicated that a particular patient would develop cancer.