Lior Drukker

51 papers B 2Journal 19Unranked 30
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning to learn skill assessment for fetal ultrasound scanning.
CoRR
Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2025 J jnl
ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound.
Medical Image Anal.
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2024 — conf
Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio.
ISBI
Mourad Gridach, Mohammad Alsharid, Jianbo Jiao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2024 — conf
Zoom Pattern Signatures for Fetal Ultrasound Structures.
MICCAI (4)
Mohammad Alsharid, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2024 — conf
Zoom is Meaningful: Discerning Ultrasound Images' Zoom Levels.
ISBI
Mohammad Alsharid, Robail Yasrab, Md. Mostafa Kamal Sarker, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans.
IEEE Trans. Medical Imaging
Robail Yasrab, Zeyu Fu, He Zhao, Lok Hin Lee, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 — conf
D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation.
ISBI
Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning.
Medical Image Anal.
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound.
Medical Image Anal.
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
Show from Tell: Audio-Visual Modelling in Clinical Settings.
CoRR
Jianbo Jiao, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, Andrew Zisserman, J. Alison Noble
2023 — conf
Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption.
ISBI
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound.
ECCV Workshops (3)
Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 J jnl
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound.
CoRR
Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation.
ISBI
Robail Yasrab, Zeyu Fu, Lior Drukker, Lok Hin Lee, He Zhao, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation.
ISBI
Elizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 J jnl
Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks.
Medical Image Anal.
Mohammad Alsharid, Yifan Cai, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning.
MICCAI (8)
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 J jnl
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning.
CoRR
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction.
ASMUS@MICCAI
Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 B conf
Skill Characterisation of Sonographer Gaze Patterns during Second Trimester Clinical Fetal Ultrasounds using Time Curves.
ETRA
Clare Teng, Lok Hin Lee, Jayne Lander, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data.
Gaze Meets ML
Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 J jnl
Task model-specific operator skill assessment in routine fetal ultrasound scanning.
Int. J. Comput. Assist. Radiol. Surg.
Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2022 — conf
Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data.
MICCAI (4)
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding.
MICCAI (8)
Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 B conf
Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans.
ETRA
Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
Weakly Supervised Captioning of Ultrasound Images.
MIUA
Mohammad Alsharid, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
A Course-Focused Dual Curriculum For Image Captioning.
ISBI
Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction.
MIUA
Elizaveta Savochkina, Lok Hin Lee, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 J jnl
Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos.
Medical Image Anal.
Harshita Sharma, Lior Drukker, Pierre Chatelain, Richard Droste, Aris T. Papageorghiou, J. Alison Noble
2021 J jnl
Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging.
Comput. Biol. Medicine
Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound.
ISBI
Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound.
ASMUS@MICCAI
Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound.
ASMUS@MICCAI
Clare Teng, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 — conf
Visual-Assisted Probe Movement Guidance for Obstetric Ultrasound Scanning Using Landmark Retrieval.
MICCAI (8)
Cheng Zhao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
A Curriculum Learning Based Approach to Captioning Ultrasound Images.
ASMUS/PIPPI@MICCAI
Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound.
MICCAI (3)
Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound.
CoRR
Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking.
ASMUS/PIPPI@MICCAI
Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Discovering Salient Anatomical Landmarks by Predicting Human Gaze.
ISBI
Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, Julia Alison Noble
2020 J jnl
Discovering Salient Anatomical Landmarks by Predicting Human Gaze.
CoRR
Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies.
IEEE Trans. Cybern.
Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound.
MICCAI (3)
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Self-Supervised Representation Learning for Ultrasound Video.
ISBI
Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound.
CoRR
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Self-supervised Representation Learning for Ultrasound Video.
CoRR
Jianbo Jiao, Richard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Spatio-temporal visual attention modelling of standard biometry plane-finding navigation.
Medical Image Anal.
Yifan Cai, Richard Droste, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019 — conf
Captioning Ultrasound Images Automatically.
MICCAI (4)
Mohammad Alsharid, Harshita Sharma, Lior Drukker, Pierre Chatelain, Aris T. Papageorghiou, J. Alison Noble
2019 — conf
Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation.
MICCAI (4)
Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019 — conf
Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans.
ISBI
Harshita Sharma, Richard Droste, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019 — conf
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention.
IPMI
Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2019 J jnl
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention.
CoRR
Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble