Ovarian carcinoma is the most lethal cancer of the female reproductive system. There are five common subtypes of ovarian cancer: high-grade serous carcinoma, clear-cell ovarian carcinoma, endometrioid, low-grade serous, and mucinous carcinoma. Additionally, there are several rare subtypes ("Outliers"). These are all characterized by distinct cellular morphologies, etiologies, molecular and genetic profiles, and clinical attributes. Subtype-specific treatment approaches are gaining prominence, though first requires subtype identification, a process that could be improved with data science.
Dataset Contains 5 Subtypes of Ovarian Cancer , we have to create a deep learning model to classify cancer subtypes.
Subtypes of Ovarian Cancer:
1) HGSC - High-Grade Serous Carcinoma
2) CC - Clear-Cell Ovarian Carcinoma
3) EC - Endometrioid
4) LGSC - Low-Grade Serous
5) MC - Mucinous Carcinoma