Evaluating the Viability of a Smartphone-Based Annotation Tool for Faster and Accurate Image Labelling for Artificial Intelligence in Diabetic Retinopathy.

Introduction: Deep Learning (DL) and Artificial Intelligence (AI) have become widespread due to the advanced technologies and availability of digital data. Supervised learning algorithms have shown human-level performance or even better and are better feature extractor-quantifier than unsupervised learning algorithms. To get huge dataset with good quality control, there is a need of an annotation tool with a customizable feature set.

Clinical Profile, Etiology, and Outcome of Infantile Ocular Trauma: A Developing Country Perspective.

Objective: The aim of this article was to study the clinical profile, etiology, and outcome of infantile ocular trauma in a developing country setting.

Methods: A retrospective study on corneal trauma in infants (≤12 months old) was undertaken in a tertiary care hospital during a 2-year period. An analysis of clinical profile, etiology, microbiological profile, clinical course, and outcome was studied.

Isolated oculomotor nerve palsy in a child caused by an internal carotid aneurysm.

Common causes for acquired isolated oculomotor nerve palsy in children are trauma, inflammation, and neoplasia. We report a case of isolated oculomotor nerve palsy in a 13-year-old boy secondary to intracranial carotid aneurysm.