Prescriptive Method for Optimizing Cost of Data Collection and Annotation in Machine Learning of Clinical Ultrasound. - Alistair Lawley; Rory Hampson; Kevin Worrall; Gordon Dobie (EMBC, 2023)

A cost focused framework for optimizing collection and annotation of ultrasound datasets. - Alistair Lawley; Rory Hampson; Kevin Worrall; Gordon Dobie (Biomed. Signal Process. Control., 2024)

Using positional tracking to improve abdominal ultrasound machine learning classification. - Alistair Lawley; Rory Hampson; Kevin Worrall; Gordon Dobie (Mach. Learn. Sci. Technol., 2024)