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Learning better contrastive view from radiologist's gaze
期刊论文
PATTERN RECOGNITION, 2025, 卷号: 162
作者:
Wang, Sheng
;
Zhao, Zihao
;
Zhuang, Zixu
;
Ouyang, Xi
;
Zhang, Lichi
Adobe PDF(2476Kb)
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浏览/下载:144/24
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提交时间:2025/02/12
% reductions
Augmented images
Data augmentation
Eye-tracking
Human visual attention
Input image
Performance
Random data
Visual Attention
X-ray image
Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening
会议论文
27TH INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Kong, Yan
;
Wang, Sheng
;
Cai, Jiangdong
;
Zhao, Zihao
;
Shen, Zhenrong
Adobe PDF(2663Kb)
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浏览/下载:279/18
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提交时间:2024/06/17
Candida Detection
DETR
Eye-tracking
Candida detection
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Zhao, Zihao
;
Wang, Sheng
;
Wang, Qian
;
Shen, Dinggang
Adobe PDF(2801Kb)
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浏览/下载:500/83
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提交时间:2024/04/26
Behavioral research
Computer aided diagnosis
Computer aided instruction
Deep learning
Medical imaging
Semantics
Clinical reasoning
Computer assisted diagnosis
Eye-tracking
Image domain
Large-scales
Plug-and-play
Pre-training
Radiology reports
Semantic similarity
Visual Attention
Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 868-879
作者:
Jiaming Xie
;
Qing Zhang
;
Zhiming Cui
;
Chong Ma
;
Yan Zhou
Adobe PDF(4281Kb)
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收藏
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浏览/下载:214/7
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提交时间:2024/09/30
Deep neural networks
Mammography
Clinical data
Computer-aided
Eye-tracking
High quality
Mammogram images
Medical data
Medical image segmentation
Neural-networks
Performance
Semantic segmentation
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Ma, Chong
;
Zhao, Lin
;
Chen, Yuzhong
;
Wang, Sheng
;
Guo, Lei
Adobe PDF(964Kb)
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收藏
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浏览/下载:508/109
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提交时间:2023/07/14
Behavioral research
Deep neural networks
Diagnosis
Job analysis
Medical imaging
Pathology
Reliability analysis
Deep learning
Eye-tracking
Generalizability
Interpretability
Medical diagnostic imaging
Shortcut learning
Solid modelling
Task analysis
Transformer
Vision transformer
Spherical DNNs and Their Applications in 360° Images and Videos
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10
作者:
Yanyu Xu
;
Ziheng Zhang
;
Shenghua Gao
Adobe PDF(14376Kb)
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浏览/下载:378/0
|
提交时间:2021/12/17
Character recognition
Deep neural networks
Eye tracking
Large dataset
Neural networks
Gaze estimation
Gaze tracking
Handwritten digit classification
Non-Euclidean
Saliency detection
Sampling rates
Spherical images
Video saliencies
RGBD Based Gaze Estimation via Multi-Task CNN
会议论文
THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, Honolulu, HI, United states, January 27, 2019 - February 1, 2019
作者:
Lian, Dongze
;
Zhang, Ziheng
;
Luo, Weixin
;
Hu, Lina
;
Wu, Minye
收藏
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浏览/下载:823/0
|
提交时间:2019/10/14
Generative adversarial networks
Large dataset
Image enhancement
Neural networks
Black holes
Depth image
Eye position
Gaze estimation
Gaze point estimations
Gaze tracking
Head Pose Estimation
Large margins
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