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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A multi-disciplinary approach for trap identification in the Southern Meleiha Area, North Western Desert, Egypt: integrating seismic, well log, and fault seal analysis

Abstract The southern Meleiha concession, situated within the development encouragement areas of the Agiba Petroleum Company between Matrouh Basin and Shushan basin, spans approximately 700 km2.This study examined late Cretaceous strata to improve trap identification in the Bahariya, Alamein Dolomite, and Alam El Bueib Members.This required a thoro

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