Gaze-Guided Class Activation Mapping: Leverage Human Visual Attention for Network Attention in Chest X-rays Classification
Author:
Affiliation:
1. University of British Columbia, Canada
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3554944.3554952
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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