EXTERNAL VALIDATION OF DEEP LEARNING MODELS FOR CLASSIFYING ETIOLOGY OF RETINAL HEMORRHAGE USING DIVERSE FUNDUS PHOTOGRAPHY DATASETS

External Validation of Deep Learning Models for Classifying Etiology of Retinal Hemorrhage Using Diverse Fundus Photography Datasets

Retinal hemorrhage (RH) is a significant clinical finding with various etiologies, necessitating accurate classification for effective management.This study aims to externally validate deep learning (DL) models, specifically FastVit_SA12 and ResNet18, for distinguishing between traumatic and medical causes of RH using diverse fundus photography dat

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The difference in cortical activation pattern for complex motor skills: A functional near- infrared spectroscopy study

Abstract The human brain is lateralized to dominant or non-dominant hemispheres, and controlled through large-scale neural networks between correlated cortical regions.Recently, many neuroimaging studies have been conducted to examine the origin of brain lateralization, but this is still unclear.In this study, we examined the differences in brain a

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