Cervical cancer is cancer that occurs in the cervix. Cervical cancer is easy to counter if caught in its early stages. However, due to lack of expertise in the field, one of the biggest challenges for cervical cancer screening and treatment programs is determining a suitable method of treatment. The treatment workflow would be greatly improved given the ability to make real-time determinations about a patients treatment eligibility based on cervix type.
Cervical cancer classification
Getting ready
In this recipe, we develop a modeling pipeline that tries to identify a woman's cervix type based on images with greater accuracy. The modeling pipeline uses a CNN models written using the Keras functional API for image classification...
