Loza Bekalo

ORCID: 0000-0001-5064-2608
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About
Contact & Profiles
Research Areas
  • Retinal Imaging and Analysis
  • Retinal Diseases and Treatments
  • Retinal and Macular Surgery
  • Face and Expression Recognition
  • Optical Coherence Tomography Applications
  • Retinal and Optic Conditions
  • Glaucoma and retinal disorders
  • Biometric Identification and Security
  • Face recognition and analysis

Nanjing University of Science and Technology
2016-2019

Retinal swelling due to the accumulation of fluid is associated with most vision-threatening retinal diseases. Optical coherence tomography (OCT) current standard care in assessing presence and quantity image-guided treatment management. Deep learning methods have made their impact across medical imaging, many OCT analysis been proposed. However, it currently not clear how successful they are interpreting on OCT, which lack standardized benchmarks. To address this, we organized a challenge...

10.1109/tmi.2019.2901398 article EN IEEE Transactions on Medical Imaging 2019-02-26

The presence of hyperreflective foci (HFs) is related to retinal disease progression, and the quantity has proven be a prognostic factor visual anatomical outcome in various diseases. However, lack efficient quantitative tools for evaluating HFs deprived ophthalmologist assessing volume HFs. For this reason, we propose an automated quantification algorithm segment quantify spectral domain optical coherence tomography (SD-OCT). proposed consists two parallel processes namely: region interest...

10.1109/jbhi.2019.2929842 article EN IEEE Journal of Biomedical and Health Informatics 2019-07-19

Neurosensory retinal detachment (NRD) is a separation of the neurosensory retina from pigment epithelium (RPE) because subretinal fluid that can result in significant vision loss. The known to alter topology as well intensity continuity layers. This nature NRD makes layer segmentation affected eyes difficult. In this paper, we presented fully automated three-dimensional (3D) method segment layers and associated spectral domain optical coherence tomography (SD-OCT) image. proposed has three...

10.1109/access.2019.2893954 article EN cc-by-nc-nd IEEE Access 2019-01-01
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