Search Results for author: Zirui Qiu

Found 2 papers, 0 papers with code

Joint chest X-ray diagnosis and clinical visual attention prediction with multi-stage cooperative learning: enhancing interpretability

no code implementations25 Mar 2024 Zirui Qiu, Hassan Rivaz, Yiming Xiao

As deep learning has become the state-of-the-art for computer-assisted diagnosis, interpretability of the automatic decisions is crucial for clinical deployment.

Contrastive Learning Multi-Task Learning

Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis

no code implementations29 Aug 2023 Zirui Qiu, Hassan Rivaz, Yiming Xiao

While deep learning techniques have provided the state-of-the-art performance in various clinical tasks, explainability regarding their decision-making process can greatly enhance the credence of these methods for safer and quicker clinical adoption.

Decision Making

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