Browsing by Author "Boughorbel S."
Now showing items 1-2 of 2
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A Deep Learning Based Automatic Severity Detector for Diabetic Retinopathy
AlSaad R.; Al-Maadeed S.; Al Mamun M.A.; Boughorbel S. ( Springer Verlag , 2018 , Conference Paper)Automated Diabetic Retinopathy (DR) screening methods with high accuracy have the strong potential to assist doctors in evaluating more patients and quickly routing those who need help to a specialist. In this work, we ... -
Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: Application to children with asthma
Alsaad R.; Malluhi Q.; Janahi I.; Boughorbel S. ( BioMed Central Ltd. , 2019 , Article)Background: Predictive modeling with longitudinal electronic health record (EHR) data offers great promise for accelerating personalized medicine and better informs clinical decision-making. Recently, deep learning models ...