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

6 April 2022

Tianming Liu

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

29 / 29 papers shown

Title
On the Interplay of Human-AI Alignment,Fairness, and Performance Trade-offs in Medical Imaging Haozhe Luo Ziyu Zhou Zixin Shu Aurélie Pahud de Mortanges Robert Berke Mauricio Reyes 26 0 0 15 May 2025
Visual Attention Graph Kai-Fu Yang Yong-Jie Li 63 0 0 11 Mar 2025
Gaze-Assisted Medical Image Segmentation Leila Khaertdinova Ilya S. Pershin Tatiana Shmykova Bulat Ibragimov MedIm 35 3 0 23 Oct 2024
Towards Unsupervised Eye-Region Segmentation for Eye Tracking Jiangfan Deng Zhuang Jia Zhaoxue Wang Xiang Long Daniel K. Du 23 1 0 08 Oct 2024
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph Shaonan Liu Wenting Chen Jie Liu Xiaoling Luo Linlin Shen MedIm 23 1 0 10 Aug 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations Yuan Zhong Chenhui Tang Yumeng Yang Ruoxi Qi Kang Zhou Yuqi Gong Pheng-Ann Heng J. H. Hsiao Qi Dou 27 2 0 10 Jul 2024
A Lung Nodule Dataset with Histopathology-based Cancer Type Annotation Muwei Jian Hongyu Chen Zaiyong Zhang Nan Yang Haorang Zhang Lifu Ma Wenjing Xu Huixiang Zhi 38 2 0 26 Jun 2024
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image Shaoxuan Wu Xiao Zhang Bin Wang Zhuo Jin Hansheng Li Jun Feng MedIm 3DH 28 2 0 20 Jun 2024
Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening Yan Kong Sheng Wang Jiangdong Cai Zihao Zhao Zhenrong Shen Yonghao Li Manman Fei Qian Wang 28 2 0 15 May 2024
Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies H. Gu Zihan Yan A. Alvi Brandon Day Chunxu Yang Zida Wu S. Magaki Mohammad Haeri Xiang Ánthony' Chen 21 1 0 02 Apr 2024
Vision-language models for decoding provider attention during neonatal resuscitation Felipe Parodi Jordan K Matelsky Alejandra Regla-Vargas Elizabeth E. Foglia Charis Lim Danielle Weinberg Konrad Kording Heidi Herrick Michael L Platt 24 0 0 01 Apr 2024
Decoding the visual attention of pathologists to reveal their level of expertise Souradeep Chakraborty Dana Perez Paul Friedman Natallia Sheuka Constantin Friedman Oksana Yaskiv Rajarsi R. Gupta G. Zelinsky Joel H. Saltz Dimitris Samaras MedIm 31 0 0 25 Mar 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Chong Ma Hanqi Jiang Wenting Chen Yiwei Li Zihao Wu ... Dajiang Zhu Tuo Zhang Dinggang Shen Tianming Liu Xiang Li 23 0 0 19 Mar 2024
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis Sahar Moradizeyveh Mehnaz Tabassum Sidong Liu Robert Ahadizad Newport Amin Beheshti A. Di Ieva 23 4 0 12 Mar 2024
Trends, Applications, and Challenges in Human Attention Modelling Giuseppe Cartella Marcella Cornia Vittorio Cuculo Alessandro D’Amelio Dario Zanca Giuseppe Boccignone Rita Cucchiara 40 6 0 28 Feb 2024
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy Hongyang Jiang Mengdi Gao Zirong Liu Chen Tang Xiaoqing Zhang Shuai Jiang Wu Yuan Jiang Liu MedIm 29 12 0 14 Nov 2023
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 25 5 0 16 Oct 2023
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification Bin Wang Hongyi Pan Armstrong Aboah Zheyu Zhang Elif Keles Drew A Torigian B. Turkbey Elizabeth A. Krupinski J. Udupa Ulas Bagci 32 21 0 29 May 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 31 36 0 25 May 2023
Learning Better Contrastive View from Radiologist's Gaze Sheng Wang Zixu Zhuang Xi Ouyang Lichi Zhang Zheren Li Chong Ma Tianming Liu Dinggang Shen Qian Wang MedIm 31 2 0 15 May 2023
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection Hongyang Jiang Jingqi Huang Chen Tang Xiaoqin Zhang Mengdi Gao Jiang-Dong Liu 29 2 0 25 Apr 2023
Core-Periphery Principle Guided Redesign of Self-Attention in Transformers Xiao-Xing Yu Lu Zhang Haixing Dai Yanjun Lyu Lin Zhao Zihao Wu David Liu Tianming Liu Dajiang Zhu GNN 33 9 0 27 Mar 2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models Sheng Wang Zihao Zhao Xi Ouyang Qian Wang Dinggang Shen LM&MA MedIm 29 139 0 14 Feb 2023
Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study André Luís Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Anderson Maciel Catarina Moreira Joaquim A. Jorge 29 6 0 06 Feb 2023
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 21 2 0 20 Jul 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 30 20 0 17 Jun 2022
Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model Hanqi Wang Xiaoguang Zhu Tao Chen Chengfang Li Liang Song FAtt 16 5 0 30 May 2022
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning Chong Ma Lin Zhao Yuzhong Chen Lu Zhang Zhe Xiao ... Tuo Zhang Qian Wang Dinggang Shen Dajiang Zhu Tianming Liu ViT MedIm 36 30 0 25 May 2022
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016