Attention-based full slice brain CT image diagnosis with explanations

Diagnose brain diseases by brain CT images is one of the most common ways. But, it usually takes several (>7) years to train a professional doctor because it is very challenging to diagnose brain diseases correctly. The study on automated assistance of brain CT diagnosis is still limited. In this paper, we research the challenges of this task and propose a method by simulating human doctor diagnosis habits. Our method analyzes a full slice of...