Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention. - Richard Droste; Yifan Cai; Harshita Sharma; Pierre Chatelain; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (IPMI, 2019)

Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans. - Harshita Sharma; Richard Droste; Pierre Chatelain; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2019)

Captioning Ultrasound Images Automatically. - Mohammad Alsharid; Harshita Sharma; Lior Drukker; Pierre Chatelain; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2019)

Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation. - Arijit Patra; Yifan Cai; Pierre Chatelain; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2019)

Discovering Salient Anatomical Landmarks by Predicting Human Gaze. - Richard Droste; Pierre Chatelain; Lior Drukker; Harshita Sharma; Aris T. Papageorghiou; Julia Alison Noble (ISBI, 2020)

Self-Supervised Representation Learning for Ultrasound Video. - Jianbo Jiao; Richard Droste; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2020)

A Curriculum Learning Based Approach to Captioning Ultrasound Images. - Mohammad Alsharid; Rasheed El-Bouri; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS/PIPPI@MICCAI, 2020)

Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound. - Richard Droste; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (3), 2020)

Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound. - Jianbo Jiao; Yifan Cai; Mohammad Alsharid; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (3), 2020)

Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking. - Yipei Wang; Richard Droste; Jianbo Jiao; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS/PIPPI@MICCAI, 2020)

Spatio-temporal visual attention modelling of standard biometry plane-finding navigation. - Yifan Cai; Richard Droste; Harshita Sharma; Pierre Chatelain; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2020)

Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies. - Pierre Chatelain; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (IEEE Trans. Cybern., 2020)

A Course-Focused Dual Curriculum For Image Captioning. - Mohammad Alsharid; Rasheed El-Bouri; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2021)

Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound. - Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2021)

Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound. - Arijit Patra; Yifan Cai; Pierre Chatelain; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS@MICCAI, 2021)

Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound. - Clare Teng; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS@MICCAI, 2021)

Visual-Assisted Probe Movement Guidance for Obstetric Ultrasound Scanning Using Landmark Retrieval. - Cheng Zhao 002; Richard Droste; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (8), 2021)

First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction. - Elizaveta Savochkina; Lok Hin Lee; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MIUA, 2021)

Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging. - Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Comput. Biol. Medicine, 2021)

Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. - Harshita Sharma; Lior Drukker; Pierre Chatelain; Richard Droste; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2021)

Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. - Zeyu Fu; Jianbo Jiao; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ECCV Workshops (3), 2022)

Skill Characterisation of Sonographer Gaze Patterns during Second Trimester Clinical Fetal Ultrasounds using Time Curves. - Clare Teng; Lok Hin Lee; Jayne Lander; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ETRA, 2022)

Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans. - Clare Teng; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ETRA, 2022)

Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data. - Clare Teng; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Gaze Meets ML, 2022)

First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation. - Elizaveta Savochkina; Lok Hin Lee; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2022)

End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation. - Robail Yasrab; Zeyu Fu; Lior Drukker; Lok Hin Lee; He Zhao 002; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2022)

Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. - Mourad Gridach; Elizaveta Savochkina; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS@MICCAI, 2022)

Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning. - Qianhui Men; Clare Teng; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (8), 2022)

USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding. - Cheng Zhao 002; Richard Droste; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (8), 2022)

Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. - He Zhao 002; Qingqing Zheng; Clare Teng; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2022)

Weakly Supervised Captioning of Ultrasound Images. - Mohammad Alsharid; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MIUA, 2022)

Task model-specific operator skill assessment in routine fetal ultrasound scanning. - Yipei Wang; Qianye Yang; Lior Drukker; Aris T. Papageorghiou; Yipeng Hu; J. Alison Noble (Int. J. Comput. Assist. Radiol. Surg., 2022)

Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks. - Mohammad Alsharid; Yifan Cai; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2022)

D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. - Mourad Gridach; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2023)

Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption. - Qianhui Men; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2023)

Show from Tell: Audio-Visual Modelling in Clinical Settings. - Jianbo Jiao; Mohammad Alsharid; Lior Drukker; Aris T. Papageorghiou; Andrew Zisserman; J. Alison Noble (CoRR, 2023)

A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans. - Robail Yasrab; Zeyu Fu; He Zhao 002; Lok Hin Lee; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (IEEE Trans. Medical Imaging, 2023)

Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning. - Qianhui Men; Clare Teng; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2023)

Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. - He Zhao 002; Qingqing Zheng; Clare Teng; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2023)

Zoom is Meaningful: Discerning Ultrasound Images' Zoom Levels. - Mohammad Alsharid; Robail Yasrab; Md. Mostafa Kamal Sarker; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2024)

Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio. - Mourad Gridach; Mohammad Alsharid; Jianbo Jiao; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2024)

Zoom Pattern Signatures for Fetal Ultrasound Structures. - Mohammad Alsharid; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2024)

ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound. - Qianhui Men; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2025)