Pertiwi, Adinda Mulya
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The use of Artificial Intelligence for Diagnosing Retinopathy of Prematurity – A Systematic Review Pertiwi, Adinda Mulya; Yulia, Dian Estu; Lestari, Yeni Dwi
International Journal of Retina Vol 8 No 2 (2025): International Journal of Retina (IJRetina) - INAVRS
Publisher : Indonesian Vitreoretinal Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35479/ijretina.2025.vol008.iss002.316

Abstract

Purpose: Retinopathy of prematurity (ROP) is a vaso-proliferative disease of the retina associated with prematurity and is well known to be the leading cause of childhood blindness worldwide. Given the prevalence of ROP and the increasing demand for efficient screening solutions, this systematic review aims to update the current development of Artificial Intelligence (AI) technologies for ROP diagnosis and screening, considering the appropriate AI types that align with the specific needs and workloads of ROP screening programs. Methods: We performed a systematic literature review of the English online literature databases by applying a general search strategy on April 20, 2024. Search phrases included multiple variants of terms including "ROP", "retinopathy of prematurity", "artificial intelligence", "diagnosis", "sensitivity analysis", "specificity", "area under the curve". Findings: A total of 12 studies were identified from varied countries. Summary: Review of the published literature demonstrate high sensitivity across different studies, indicating their strong potential for early detection of ROP but demonstrating variability in specificity. The review also underscores the importance of domain adaptation and validation across diverse populations to ensure generalizability. AI integration in clinical practice, especially in telemedicine, can enhance early detection, standardize diagnoses, and alleviate the burden on healthcare professionals, particularly in low-resource settings.
RESTORING VISION IN CENTRAL MACULAR EDEMA (CME) CAUSED BY CENTRAL RETINAL VEIN OCCLUSION (CRVO): SINGLE INTRAVITREAL BEVACIZUMAB INJECTION Iskandar, Ferdy; Pertiwi, Adinda Mulya; Hutapea, Mario Marbungaran
International Journal of Retina Vol 8 No 2 (2025): International Journal of Retina (IJRetina) - INAVRS
Publisher : Indonesian Vitreoretinal Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35479/ijretina.2025.vol008.iss002.325

Abstract

Introduction: Central retinal vein occlusion (CRVO) stands as a prevalent contributor to vision impairment from retinal vascular issues, affecting approximately 0.08% of individuals over 30. Cystoid macular edema (CME) is the most frequent cause of reduced vision among these cases. This study aimed to report the promising outcome of a single intravitreal bevacizumab injection in treating CME secondary to CRVO. Case Report: A 41-year-old male came with a sudden blurry vision of the left eye (LE) 10 hours before admission, particularly in the superior and temporal areas. He denied any history of red eyes, sudden light flashes, curtain-like shadows, double vision, or pain with eye movements. He had a history of hypertension but was not on medication. His blood pressure was 180/120 mmHg, with visual acuity (VA) of 1/60, positive relative afferent pupillary defect (RAPD), edematous optic nerve head (ONH) with tortuous veins, and hemorrhages throughout the retina of the LE. Macular optical coherence tomography (OCT) of the LE showed massive intraretinal fluid (IRF) with a central macular thickness (CMT) of 779 µm. He had unremarkable laboratory results, with normal coagulation factors. Amlodipine 10 mg once daily (qd) and candesartan 16 mg qd was prescribed, and no antiplatelet or anticoagulant therapy was initiated by the internal medicine. A single intravitreal bevacizumab injection (1.25mg) was performed on the LE. During a 1-month follow-up, his best corrected visual acuity (BCVA) improved to 6/18, with a normal optic nerve head, tortuous veins, flame-shaped hemorrhages, with no IRF and a CMT of 240 on macular OCT. The BCVA and CMT remained stable at the 6-month follow-up, with no complications. Discussion: A Treat and extend (T&E) regimen was initially planned, with ≥ 3 consecutive monthly injections until disease inactivity was established, followed by a gradual extension of the treatment interval in increments of 2 to 4 weeks. We initially planned to administer bevacizumab intravitreal injections according to the T&E regimen. However, the patient showed significant clinical improvement, and macular OCT demonstrated resolution of the IRF after the first injection. Therefore, we decided to discontinue the remaining injections and switch to a pro re nata (PRN) approach, administering bevacizumab as needed. In real-life conditions, the number of anti-vascular endothelial growth factor (VEGF) injections was lower than in randomized controlled trials (RCTs), due to many factors, such as declining motivation after improvement, poor access to hospital facilities, and unaffordable travel expenses. The PRN regimen is also a good option to minimize costs and reduce the burden on both patients and healthcare providers. Conclusion: Single intravitreal bevacizumab is an effective treatment for CME secondary to CRVO. However, the decision to use the T&E and PRN regimen should be based on the patient’s improvement and clinical examination. Additionally, any systemic conditions related to the vascular condition must also be addressed and treated.