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.
Omar Hamdache
Ahmet Arda Ceylan
Mahmut Furkan Gön
Mustafa Yetgin
Ömer Kağan Danacı