6533b7d7fe1ef96bd12678c1

RESEARCH PRODUCT

Bright Retinal Lesions Detection using Color Fundus Images Containing Reflective Features

Thomas P. KarnowskiEdward ChaumLuca GiancardoLuca GiancardoY. LiFabrice MeriaudeauKenneth W. Tobin

subject

Artifact (error)Retinagenetic structuresbusiness.industryNerve fibre layerRetinalDiabetic retinopathyFundus (eye)medicine.diseaseReflectivityeye diseaseschemistry.chemical_compoundmedicine.anatomical_structurechemistryComputer-aided diagnosisOptometryMedicineComputer visionArtificial intelligencebusiness

description

Recently, the research community has developed many techniques to detect and diagnose diabetic retinopathy with retinal fundus images. This is a necessary step for the implementation of a large scale screening effort in rural areas where ophthalmologists are not available. In the United States of America, the incidence of diabetes is increasing among the young population. Retina fundus images of patients younger than 20 years old present a high amount of reflectance due to the Nerve Fibre Layer (NFL). Generally, the younger the patient the more the reflectance is visible. We are not aware of algorithms able to explicitly deal with this type of artifact.

https://doi.org/10.1007/978-3-642-03891-4_78