Optic disc and fovea localisation in ultra-widefield scanning laser ophthalmoscope images captured in multiple modalities

no code implementations • 24 Apr 2020 • Peter Robert Wakeford, Enrico Pellegrini, Gavin Robertson, Michael Verhoek, Alan Duncan Fleming, Jano van Hemert, Ik Siong Heng

We propose a convolutional neural network for localising the centres of the optic disc (OD) and fovea in ultra-wide field of view scanning laser ophthalmoscope (UWFoV-SLO) images of the retina.

Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis

no code implementations • 5 Apr 2018 • Enrico Pellegrini, Lucia Ballerini, Maria del C. Valdes Hernandez, Francesca M. Chappell, Victor González-Castro, Devasuda Anblagan, Samuel Danso, Susana Muñoz Maniega, Dominic Job, Cyril Pernet, Grant Mair, Tom MacGillivray, Emanuele Trucco, Joanna Wardlaw

METHODS: We systematically reviewed the literature, 2006 to late 2016, for machine learning studies differentiating healthy ageing through to dementia of various types, assessing study quality, and comparing accuracy at different disease boundaries.

BIG-bench Machine Learning