Gaze-Guided Class Activation Mapping: Leverage Human Visual Attention for Network Attention in Chest X-rays Classification

Author:

Zhu Hongzhi1,Salcudean Septimiu1,Rohling Robert1

Affiliation:

1. University of British Columbia, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

ACM

Reference55 articles.

1. Rethinking Class Activation Mapping for Weakly Supervised Object Localization

2. Ritwik Bera Vinicius G Goecks Gregory M Gremillion Vernon J Lawhern John Valasek and Nicholas R Waytowich. 2021. Gaze-Informed Multi-Objective Imitation Learning from Human Demonstrations. arXiv preprint arXiv:2102.13008(2021). Ritwik Bera Vinicius G Goecks Gregory M Gremillion Vernon J Lawhern John Valasek and Nicholas R Waytowich. 2021. Gaze-Informed Multi-Objective Imitation Learning from Human Demonstrations. arXiv preprint arXiv:2102.13008(2021).

3. Multi-task SonoEyeNet: Detection of Fetal Standardized Planes Assisted by Generated Sonographer Attention Maps

4. SonoEyeNet: Standardized fetal ultrasound plane detection informed by eye tracking

5. Erdi Çallı Ecem Sogancioglu Bram van Ginneken Kicky G van Leeuwen and Keelin Murphy. 2021. Deep Learning for Chest X-ray Analysis: A Survey. Medical Image Analysis(2021) 102125. Erdi Çallı Ecem Sogancioglu Bram van Ginneken Kicky G van Leeuwen and Keelin Murphy. 2021. Deep Learning for Chest X-ray Analysis: A Survey. Medical Image Analysis(2021) 102125.

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