Highlights
We developed a deep learning system for automatic ICH detection and subtype classification.
Our method produced AUCs around 0.99 for each ICH subtype and won 1st place in the RSNA challenge.
Our method generalizes across two independent external validation datasets.
Visualization technique makes the system more easily acceptable for clinicians.
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