XAI Breast Cancer Diagnosis System

CS Fair

Reports

Presentation & User Manuals

Project Description

Our system is an end-to-end doctor and patient assistant for early breast cancer screening. Empowered by XAI (explainable AI), it helps doctors, especially radiologists, to diagnose breast cancer at early stages with higher accuracy. The flexibility and accessibility that our system provides make it easier for patients to follow their screening results and contact with their doctors. The availability of many doctors on one platform allows patients to get access to many opinions and therefore, satisfying the desire of the second opinion market. In our system’s workflow, patients upload their mammogram, which is then analyzed by a doctor and our XAI model separately. Then, if the results match, the diagnosis will be finalized; otherwise, another doctor will review both results, taking advantage of the explainability of the model, and give a terminal decision.

Project Plan

Gantt Chart

Our Team

Omar Hamdache

Omar Hamdache

Ahmet Arda Ceylan

Ahmet Arda Ceylan

Mahmut Furkan Gön

Mahmut Furkan Gön

Mustafa Yetgin

Mustafa Yetgin

Ömer Kağan Danacı

Ömer Kağan Danacı