Shifted-Windows Transformers for the Detection of Cerebral Aneurysms in Microsurgery

no code implementations • 16 Mar 2023 • Jinfan Zhou, William Muirhead, Simon C. Williams, Danail Stoyanov, Hani J. Marcus, Evangelos B. Mazomenos

Automated recognition of instances when the aneurysm is exposed in the surgical video would be a valuable reference point for neuronavigation, indicating phase transitioning and more importantly designating moments of high risk for rupture.

Scene Understanding

Automated Performance Assessment in Transoesophageal Echocardiography with Convolutional Neural Networks

no code implementations • 13 Jun 2018 • Evangelos B. Mazomenos, Kamakshi Bansal, Bruce Martin, Andrew Smith, Susan Wright, Danail Stoyanov

Transoesophageal echocardiography (TEE) is a valuable diagnostic and monitoring imaging modality.