Detecting PDAC from live B-mode EUS by combining pancreatic views across the procedure into a patient-level assessment.
Read more →Segmenting complex congenital hearts from volumetric imaging to support patient-specific 3D and VR surgical planning.
Read more →Using routine liver ultrasound, with standard clinical data where useful, to estimate FibroScan measures of steatosis and fibrosis.
Read more →Predicting segment-level Nancy histology scores from colonoscopy video to study whether microscopic inflammatory activity leaves a usable visual signal.
Read more →Collecting standardised rehabilitation videos as the first step towards reducing travel for routine spasticity assessments.
Read more →Reading a model's internal activations to catch hidden instructions and enforce inspectable safety rules, as hospitals begin to deploy AI agents.
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