Lior Drukker* | Harshita Sharma

Latest

A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans
Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks
Weakly Supervised Captioning of Ultrasound Images
A picture is worth 1000 words: textual analysis of routine 20‐week scan
Clinical workflow of sonographers performing fetal anomaly ultrasound scans: deep learning-based analysis
Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans
Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound
Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound
Transforming obstetric ultrasound into data science using eye tracking, voice recording, transducer motion and ultrasound video
Machine Learning-based Analysis of Operator Pupillary Response to Assess Cognitive Workload in Clinical Ultrasound Imaging
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound
A Course-Focused Dual Curriculum For Image Captioning
Knowledge Representation and Learning of Operator Clinical Workflow from Full-length Routine Fetal Ultrasound Scan Videos
OC10.02: Task‐evoked pupillary response as an index of cognitive workload of sonologists undertaking fetal ultrasound
OC10.11: The data science of obstetric ultrasound: automatic analysis of full‐length anomaly scans using machine learning algorithms
A Curriculum Learning Based Approach to Captioning Ultrasound Images
Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking
Spatio-Temporal Visual Attention Modelling of Standard Biometry Plane-Finding Navigation
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies
Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans
Captioning Ultrasound Images Automatically
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention
Monitoring Sonographer Performance: The Perception Ultrasound by Learning Sonographer Experience (PULSE) study
Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation