Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis

(2022) Sheng Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Survey on Vision Transformer

(2022) Kai Han et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image

(2022) Dwarikanath Mahapatra et al.   MEDICAL IMAGE ANALYSIS

Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development

(2021) Alexandros Karargyris et al.   Scientific Data

COVID-Transformer: Interpretable COVID-19 Detection Using Vision Transformer for Healthcare

(2021) Debaditya Shome et al.   International Journal of Environmental Research and Public Health

xViTCOS: Explainable Vision Transformer Based COVID-19 Screening Using Radiography

(2021) Arnab Kumar Mondal et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis

(2021) Meike Nauta et al.   Diagnostics

Deep Learning

(2020) Ergun Akleman   COMPUTER

A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning

(2018) Naji Khosravan et al.   MEDICAL IMAGE ANALYSIS

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Before your very eyes: the value and limitations of eye tracking in medical education

(2016) Ellen M Kok et al.   MEDICAL EDUCATION

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Informatics in Radiology: What Can You See in a Single Glance and How Might This Guide Visual Search in Medical Images?

(2012) Trafton Drew et al.   RADIOGRAPHICS

INbreast

(2011) Inês C. Moreira et al.   ACADEMIC RADIOLOGY

Current perspectives in medical image perception

(2010) E. A. Krupinski   Attention Perception & Psychophysics