Search Results for author: Namdar

Found 2 papers, 0 papers with code

Using Multi-modal Data for Improving Generalizability and Explainability of Disease Classification in Radiology

no code implementations29 Jul 2022 Pranav Agnihotri, Sara Ketabi, Khashayar, Namdar, Farzad Khalvati

Traditional datasets for the radiological diagnosis tend to only provide the radiology image alongside the radiology report.

Explainable Models

Improving Disease Classification Performance and Explainability of Deep Learning Models in Radiology with Heatmap Generators

no code implementations28 Jun 2022 Akino Watanabe, Sara Ketabi, Khashayar, Namdar, Farzad Khalvati

The paper (A. Karargyris and Moradi, 2021) that introduced this dataset developed a U-Net model, which was treated as the baseline model for this research, to show how the eye-gaze data can be used in multi-modal training for explainability improvement.

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