[HTML][HTML] Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning

J Neves, C Hsieh, IB Nobre, SC Sousa… - European Journal of …, 2024 - Elsevier
X-ray imaging plays a crucial role in diagnostic medicine. Yet, a significant portion of the
global population lacks access to this essential technology due to a shortage of trained …

The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review

B Ibragimov, C Mello-Thoms - IEEE Journal of Biomedical and …, 2024 - ieeexplore.ieee.org
Machine learning (ML) has revolutionized medical image-based diagnostics. In this review,
we cover a rapidly emerging field that can be potentially significantly impacted by ML–eye …

AI-Based Extraction of Radiologists Gaze Patterns Corresponding to Lung Regions

I Pershin, B Maksudov, T Mustafaev… - … Conference on Intelligent …, 2022 - Springer
The continuing growth of radiological examinations and the recent extreme workload on
radiology divisions around the world make it necessary to optimize radiologist's workflow …

Check for updates AI-Based Extraction of Radiologists Gaze Patterns Corresponding to Lung Regions

I Pershin¹, B Maksudov, T Mustafaev¹… - … Systems Design and …, 2023 - books.google.com
The continuing growth of radiological examinations and the recent extreme workload on
radiology divisions around the world make it necessary to optimize radiologist's workflow …