Lior Drukker

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 46

Top Topics

Ultrasound Images

Biomedical Imaging

Visual Attention

Top Venues

Medical Image Anal.

Publications

Jianbo Jiao, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, Andrew Zisserman, J. Alison Noble
Show from Tell: Audio-Visual Modelling in Clinical Settings. CoRR (2023)
Robail Yasrab, Zeyu Fu, He Zhao, Lok Hin Lee, Harshita Sharma, Lior Drukker, Aris T. Papageorgiou, J. Alison Noble
A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans. IEEE Trans. Medical Imaging 42 (5) (2023)
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. Medical Image Anal. 90 (2023)
Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. ISBI (2023)
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning. Medical Image Anal. 90 (2023)
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption. ISBI (2023)
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning. MICCAI (8) (2022)
Elizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation. ISBI (2022)
Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans. ETRA (2022)
Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. ECCV Workshops (3) (2022)
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. MICCAI (4) (2022)
Mohammad Alsharid, Yifan Cai, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks. Medical Image Anal. 82 (2022)
Yipei Wang, Qianye Yang, Lior Drukker, Aris Papageorghiou, Yipeng Hu, J. Alison Noble
Task model-specific operator skill assessment in routine fetal ultrasound scanning. Int. J. Comput. Assist. Radiol. Surg. 17 (8) (2022)
Robail Yasrab, Zeyu Fu, Lior Drukker, Lok Hin Lee, He Zhao, Aris T. Papageorghiou, J. Alison Noble
End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation. ISBI (2022)
Clare Teng, Lok Hin Lee, Jayne Lander, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Skill Characterisation of Sonographer Gaze Patterns during Second Trimester Clinical Fetal Ultrasounds using Time Curves. ETRA (2022)
Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. ASMUS@MICCAI (2022)
Mohammad Alsharid, Harshita Sharma, Lior Drukker, Aris T. Papageorgiou, J. Alison Noble
Weakly Supervised Captioning of Ultrasound Images. MIUA (2022)
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning. CoRR (2022)
Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. CoRR (2022)
Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding. MICCAI (8) (2022)
Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data. Gaze Meets ML (2022)
Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound. ASMUS@MICCAI (2021)
Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound. ISBI (2021)
Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging. Comput. Biol. Medicine 135 (2021)
Elizaveta Savochkina, Lok Hin Lee, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction. MIUA (2021)
Harshita Sharma, Lior Drukker, Pierre Chatelain, Richard Droste, Aris T. Papageorghiou, J. Alison Noble
Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. Medical Image Anal. 69 (2021)
Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
A Course-Focused Dual Curriculum For Image Captioning. ISBI (2021)
Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound. ASMUS@MICCAI (2021)
Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Visual-Assisted Probe Movement Guidance for Obstetric Ultrasound Scanning Using Landmark Retrieval. MICCAI (8) (2021)
Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, Julia Alison Noble
Discovering Salient Anatomical Landmarks by Predicting Human Gaze. ISBI (2020)
Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound. MICCAI (3) (2020)
Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies. IEEE Trans. Cybern. 50 (1) (2020)
Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound. CoRR (2020)
Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-Supervised Representation Learning for Ultrasound Video. ISBI (2020)
Yifan Cai, Richard Droste, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Spatio-temporal visual attention modelling of standard biometry plane-finding navigation. Medical Image Anal. 65 (2020)
Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
A Curriculum Learning Based Approach to Captioning Ultrasound Images. ASMUS/PIPPI@MICCAI (2020)
Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, J. Alison Noble
Discovering Salient Anatomical Landmarks by Predicting Human Gaze. CoRR (2020)
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound. MICCAI (3) (2020)
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound. CoRR (2020)
Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking. ASMUS/PIPPI@MICCAI (2020)
Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-supervised Representation Learning for Ultrasound Video. CoRR (2020)
Harshita Sharma, Richard Droste, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans. ISBI (2019)
Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention. CoRR (2019)
Mohammad Alsharid, Harshita Sharma, Lior Drukker, Pierre Chatelain, Aris T. Papageorghiou, J. Alison Noble
Captioning Ultrasound Images Automatically. MICCAI (4) (2019)
Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation. MICCAI (4) (2019)
Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention. IPMI (2019)