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Chew LA, Gadiraju NV, Saini AM, Hsu ST, Ownagh V, Vajzovic L. Pediatric Eye Screening: Current Standards and Gaps in Care. Ophthalmic Surg Lasers Imaging Retina 2025; 56:232-239. [PMID: 39998615 DOI: 10.3928/23258160-20241216-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2025]
Abstract
The nonmydriatic, noncontact, and rapid acquisition features of ultra-widefield fundus (UWF) imaging create an invaluable tool for pediatric retinal screening in primary care. This review assesses the landscape of pediatric eye screening, identifies gaps in diagnosing a range of pediatric retinal conditions, and discusses potential uses of UWF imaging for retinal screening. The standards for pediatric eye screening in primary care include red reflex testing, direct ophthalmoscopy, external ocular exam, instrument-based screening, and visual acuity testing. These tests fail to diagnose several treatable retinal diseases. In this gap, UWF retinal imaging provides a panoramic view of the retinal landscape, allowing for a more comprehensive examination. For several pediatric retinal conditions (eg, retinal detachment, retinopathy of prematurity, Coats' disease, familial exudative vitreoretinopathy, Stargardt disease, ocular toxocariasis), UWF retinal imaging provides the high spatial resolution necessary for reliable diagnosis, expediting time to treatment while maintaining low false positive rates. [Ophthalmic Surg Lasers Imaging Retina 2025;56:232-239.].
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da Cruz NF, Hoyek S, Sengillo JD, Rodríguez A, de Oliveira G, Negron CI, Patel NA, Berrocal AM. Fluorescein Angiography Parameters in Premature Neonates. OPHTHALMOLOGY SCIENCE 2024; 4:100561. [PMID: 39132023 PMCID: PMC11315194 DOI: 10.1016/j.xops.2024.100561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 05/17/2024] [Indexed: 08/13/2024]
Abstract
Purpose To describe fluorescein angiography (FA) parameters observed in premature neonates with retinopathy of prematurity (ROP). Design Retrospective case series. Subjects Patients with ROP who underwent FA imaging using Retcam at Holtz Children's Hospital from November 2014 to October 2022. Methods Fluorescein angiography images of the included patients were analyzed with a focus on the timing of angiography phases, including choroidal flush, retinal, and recirculation phases. Gestational age, birth weight (BW), age at imaging, treatment choice, and any FA complications were documented. Main Outcome Measures Dose of fluorescein administered, onset and duration of each angiography phase, and FA findings in ROP-treated patients. Results A total of 72 images of 72 eyes were reviewed. Image quality was deemed suitable for inclusion in 64 eyes (88.9%) of 43 patients. The mean gestational age and BW at birth were 24.4 ± 1.9 weeks and 607.8 ± 141.3 g, respectively. The mean postmenstrual age at FA imaging was 50.5 ± 40.8 weeks. All eyes (100%) received treatment with intravitreal injection of anti-VEGF at a mean age of 35.5 ± 2.4 weeks. The onset and duration of angiography phases were relatively variable within the cohort. Choroidal flush occurred at a mean time of 12.2 seconds (range: 6-22 seconds). A subsequent retinal phase was documented at a mean time of 11.96 seconds (range: 3-22 seconds). Recirculation phase was complete at an average time of 2.15 minutes (range: 1-5.45 minutes) postfluorescein injection. None of patients developed allergic reactions to fluorescein injection, such as rash, respiratory distress, tachycardia, fever, or local injection site reactions. Conclusions Angiographic phases on FA in preterm infants with ROP are variable and may occur earlier than the established references for adults. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Natasha F.S. da Cruz
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida
| | - Sandra Hoyek
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts
| | - Jesse D. Sengillo
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida
| | - Ana Rodríguez
- Neonatal Intensive Care Unit, Holtz Children’s Hospital, Jackson Health System, University of Miami, Miami, Florida
| | - Giselle de Oliveira
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida
| | - Catherin I. Negron
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida
| | - Nimesh A. Patel
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts
| | - Audina M. Berrocal
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida
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Zhang Q, Zhang P, Chen N, Zhu Z, Li W, Wang Q. Trends and hotspots in the field of diabetic retinopathy imaging research from 2000-2023. Front Med (Lausanne) 2024; 11:1481088. [PMID: 39444814 PMCID: PMC11496202 DOI: 10.3389/fmed.2024.1481088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Accepted: 09/27/2024] [Indexed: 10/25/2024] Open
Abstract
Background Diabetic retinopathy (DR) poses a major threat to diabetic patients' vision and is a critical public health issue. Imaging applications for DR have grown since the 21st century, aiding diagnosis, grading, and screening. This study uses bibliometric analysis to assess the field's advancements and key areas of interest. Methods This study performed a bibliometric analysis of DR imaging articles collected from the Web of Science Core Collection database between January 1st, 2000, and December 31st, 2023. The literature information was then analyzed through CiteSpace. Results The United States and China led in the number of publications, with 719 and 609, respectively. The University of London topped the institution list with 139 papers. Tien Yin Wong was the most prolific researcher. Invest. Ophthalmol. Vis. Sci. published the most articles (105). Notable burst keywords were "deep learning," "artificial intelligence," et al. Conclusion The United States is at the forefront of DR research, with the University of London as the top institution and Invest. Ophthalmol. Vis. Sci. as the most published journal. Tien Yin Wong is the most influential researcher. Hotspots like "deep learning," and "artificial intelligence," have seen a significant rise, indicating artificial intelligence's growing role in DR imaging.
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Affiliation(s)
- Qing Zhang
- The Third Affiliated Hospital of Xinxiang Medical University, Xinxiang Medical University, Xinxiang, China
| | - Ping Zhang
- Shenzhen Eye Institute, Shenzhen Eye Hospital, Jinan University, Shenzhen, China
| | - Naimei Chen
- Department of Ophthalmology, Huaian Hospital of Huaian City, Huaian, China
| | - Zhentao Zhu
- Department of Ophthalmology, Huaian Hospital of Huaian City, Huaian, China
| | - Wangting Li
- Shenzhen Eye Institute, Shenzhen Eye Hospital, Jinan University, Shenzhen, China
| | - Qiang Wang
- Department of Ophthalmology, Third Affiliated Hospital, Wenzhou Medical University, Zhejiang, China
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Rowe LW, Belamkar A, Antman G, Hajrasouliha AR, Harris A. Vascular imaging findings in retinopathy of prematurity. Acta Ophthalmol 2024; 102:e452-e472. [PMID: 37874229 PMCID: PMC11039572 DOI: 10.1111/aos.15800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 09/21/2023] [Accepted: 10/09/2023] [Indexed: 10/25/2023]
Abstract
Retinopathy of prematurity (ROP) is a vascular disease among preterm infants involving incomplete or abnormal retinal vascularization and is a leading cause of preventable blindness globally. Measurements of ocular blood flow originating from a variety of imaging modalities, including colour Doppler imaging (CDI), fluorescein angiography (FA) and ocular coherence tomography angiography (OCTA), have been associated with changes in ROP patients. Herein, we discuss and summarize the relevant current literature on vascular imaging and ROP reviewed through December 2022. Differences in vascular imaging parameters between ROP patients and healthy controls are reviewed and summarized. The available data identify significantly increased peak systolic velocity (PSV) in the central retinal artery and ophthalmic artery as measured by CDI, increased vascular tortuosity as measured by FA, smaller foveal avascular zone (FAZ) as measured by FA and OCTA, and increased foveal vessel density (VD) and reduced parafoveal VD as measured by OCTA in ROP patients compared with controls. None of the above findings appear to reliably correlate with visual acuity. The studies currently available, however, are inconclusive and lack robust longitudinal data. Vascular imaging demonstrates the potential to aid in the diagnosis, management and monitoring of ROP, alongside retinal examination via indirect ophthalmoscopy and fundus photography.
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Affiliation(s)
- Lucas W. Rowe
- Department of Ophthalmology, Glick Eye Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Aditya Belamkar
- Department of Ophthalmology, Glick Eye Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gal Antman
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai Hospital, New York, NY, USA
- Department of Ophthalmology, Rabin Medical Center, Petach Tikva, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Amir R. Hajrasouliha
- Department of Ophthalmology, Glick Eye Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Alon Harris
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai Hospital, New York, NY, USA
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5
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Lu F, Chen Q, Tang Y, Yao D, Yin Y, Liu Y. Image-free recognition of moderate ROP from mild with machine learning algorithm on plasma Raman spectrum. Exp Eye Res 2024; 239:109773. [PMID: 38171476 DOI: 10.1016/j.exer.2023.109773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 12/17/2023] [Accepted: 12/28/2023] [Indexed: 01/05/2024]
Abstract
The retinopathy of prematurity (ROP) can cause serious clinical consequences and, fortunately, it is remediable while the time window for treatment is relatively narrow. Therefore, it is urgent to screen all premature infants and diagnose ROP degree timely, which has become a large workload for pediatric ophthalmologists. We developed a retinal image-free procedure using small amount of blood samples based on the plasma Raman spectrum with the machine learning model to automatically classify ROP cases before medical intervention was performed. Statistical differences in infrared Raman spectra of plasma samples were found among the control, mild (ZIIIS1), moderate (ZIIIS2 & ZIIS1), and advanced (ZIIS2) ROP groups. With the different wave points of Raman spectra as the inputs, the outputs of our support vector machine showed that the area under the curves in the receiver operating characteristic (AUC) were 0.763 for the pair comparisons of the control with the mild groups, 0.821 between moderate and advanced groups (ZIIS2), while more than 90% in comparisons of the other four pairs: control vs. moderate (0.981), control vs. advanced (0.963), mild vs. moderate (0.936), and mild vs. advanced (0.953), respectively. Our study could advance principally the ROP diagnosis in two dimensions: the moderate ROPs have been classified remarkably from the mild ones, which leaves more time for the medical treatments, and the procedure of Raman spectrum with a machine learning model based on blood samples can be conveniently promoted to those hospitals lacking of the pediatric ophthalmologists with experience in reading retinal images.
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Affiliation(s)
- Fang Lu
- Department of Ophthalmology, West China Hospital, Sichuan University, 37# Guo Xue Xiang Rd, Chengdu, China
| | - Qin Chen
- Department of Ophthalmology, West China Hospital, Sichuan University, 37# Guo Xue Xiang Rd, Chengdu, China
| | - Yezhong Tang
- Chengdu Institute of Biology, Chinese Academy of Sciences, 4-9 South Renmin Rd, Chengdu, China
| | - Dezhong Yao
- University of Electronic Science and Technology of China, 2006 Xiyuan Avenue, Chengdu, China
| | - Yu Yin
- Chengdu Pano AI Intelligent Technology Co., Ltd., 200 Tianfu Fifth Street, Chengdu, China.
| | - Yang Liu
- Chengdu Institute of Biology, Chinese Academy of Sciences, 4-9 South Renmin Rd, Chengdu, China.
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Liang GB, Hormel TT, Wei X, Guo Y, Wang J, Hwang T, Jia Y. Single-shot OCT and OCT angiography for slab-specific detection of diabetic retinopathy. BIOMEDICAL OPTICS EXPRESS 2023; 14:5682-5695. [PMID: 38021127 PMCID: PMC10659794 DOI: 10.1364/boe.503476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/29/2023] [Accepted: 09/29/2023] [Indexed: 12/01/2023]
Abstract
In this study, we present an optical coherence tomographic angiography (OCTA) prototype using a 500 kHz high-speed swept-source laser. This system can generate a 75-degree field of view with a 10.4 µm lateral resolution with a single acquisition. With this prototype we acquired detailed, wide-field, and plexus-specific images throughout the retina and choroid in eyes with diabetic retinopathy, detecting early retinal neovascularization and locating pathology within specific retinal slabs. Our device could also visualize choroidal flow and identify signs of key biomarkers in diabetic retinopathy.
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Affiliation(s)
- Guangru B. Liang
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S.W. Bond Avenue, Portland, OR 97239, USA
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Tristan T. Hormel
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Xiang Wei
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S.W. Bond Avenue, Portland, OR 97239, USA
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Yukun Guo
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S.W. Bond Avenue, Portland, OR 97239, USA
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Jie Wang
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S.W. Bond Avenue, Portland, OR 97239, USA
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Thomas Hwang
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
| | - Yali Jia
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S.W. Bond Avenue, Portland, OR 97239, USA
- Casey Eye Institute, Oregon Health & Science University, 515 S.W. Campus Drive, Portland, OR 97239, USA
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Garrell-Salat X, Garcia-Arumi C, Bertolani Y, García SB, Buck P, Garcia-Arumi J. Tractional Retinal Detachment Related to Hemoglobin C Trait Retinopathy: A Case Report. Turk J Ophthalmol 2023; 53:318-321. [PMID: 37870045 PMCID: PMC10599338 DOI: 10.4274/tjo.galenos.2023.48672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 06/15/2023] [Indexed: 10/24/2023] Open
Abstract
Hemoglobin C (HbC) disease is an uncommon disease that is generally considered benign, causing only occasionally painless hematuria, osteomyelitis, and dental abnormalities. Ocular manifestations have rarely been described in these patients. Here we report a novel ophthalmological manifestation of the disease. A 20-year-old woman presented with progressive visual loss in her right eye due to tractional retinal detachment. The left eye was apparently normal, but wide-field fluorescence angiography showed mild peripheral ischemia with multiple vascular abnormalities. Vitrectomy was performed and the systemic workup revealed the presence of hemoglobinopathy C in heterozygous form. HbC disease can be sight-threating due to retinal proliferation, similar to sickle cell retinopathy. Patients affected with this disease should undergo regular surveillance. Ultra-wide angiography is a helpful examination to detect peripheral ischemia in the earlier stages.
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Affiliation(s)
- Xavier Garrell-Salat
- Hospital Universitari Vall d’Hebron, Department of Ophthalmology, Barcelona, Spain
| | - Claudia Garcia-Arumi
- Hospital Universitari Vall d’Hebron, Department of Ophthalmology, Barcelona, Spain
| | - Yann Bertolani
- Hospital Universitari Vall d’Hebron, Department of Ophthalmology, Barcelona, Spain
| | | | - Paul Buck
- Hospital Universitari Vall d’Hebron, Department of Ophthalmology, Barcelona, Spain
| | - Jose Garcia-Arumi
- Hospital Universitari Vall d’Hebron, Department of Ophthalmology, Barcelona, Spain
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Kvopka M, Chan W, Lake SR, Durkin S, Taranath D. Fundus fluorescein angiography imaging of retinopathy of prematurity in infants: A review. Surv Ophthalmol 2023; 68:849-860. [PMID: 37211096 DOI: 10.1016/j.survophthal.2023.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 05/11/2023] [Accepted: 05/15/2023] [Indexed: 05/23/2023]
Abstract
Fluorescein angiography in retinopathy of prematurity is increasingly utilized over the past decade. The development of ultra-wide-field imaging combined with fluorescein angiography has allowed improved visualization of the peripheral retinal vasculature. Patient cooperation in the pediatric population is particularly challenging, but hand-held digital retinal photography has shown promise and can visualize the infant retina without the need for anesthesia and intravenous access. Many features of retinopathy of prematurity and its response to laser and anti-VEGF treatment can be either exclusively or better visualized on fluorescein angiography compared to indirect ophthalmoscopy or color fundus photography. Disease treatment is gradually shifting from laser photocoagulation to intravitreal anti-VEGF agents, the latter being associated with late-onset vision-threatening sequelae. The role of fluorescein angiography in retinopathy of prematurity monitoring will continue to increase with the longer follow-up required and different clinical behavior seen with anti-VEGF treatment. We highlight the utility, safety, and importance of fluorescein angiography in the diagnosis, treatment, and follow-up of retinopathy of prematurity.
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Affiliation(s)
- Michael Kvopka
- Department of Ophthalmology, Royal Adelaide Hospital, Adelaide, Australia.
| | - WengOnn Chan
- Department of Ophthalmology, Royal Adelaide Hospital, Adelaide, Australia; Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Australia; Machine Learning Division, Ophthalmic Research Laboratory, University of Adelaide, Australia
| | - Stewart R Lake
- Department of Ophthalmology, Division of Surgery, Flinders Medical Centre, Adelaide. Australia
| | - Shane Durkin
- Department of Ophthalmology, Royal Adelaide Hospital, Adelaide, Australia
| | - Deepa Taranath
- Department of Ophthalmology, Division of Surgery, Flinders Medical Centre, Adelaide. Australia
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Trends in Neonatal Ophthalmic Screening Methods. Diagnostics (Basel) 2022; 12:diagnostics12051251. [PMID: 35626406 PMCID: PMC9140133 DOI: 10.3390/diagnostics12051251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/12/2022] [Accepted: 05/17/2022] [Indexed: 11/30/2022] Open
Abstract
Neonatal ophthalmic screening should lead to early diagnosis of ocular abnormalities to reduce long-term visual impairment in selected diseases. If a treatable pathology is diagnosed within a few days after the birth, adequate therapy may be indicated to facilitate the best possible conditions for further development of visual functions. Traditional neonatal ophthalmic screening uses the red reflex test (RRT). It tests the transmittance of the light through optical media towards the retina and the general disposition of the central part of the retina. However, RRT has weaknesses, especially in posterior segment affections. Wide-field digital imaging techniques have shown promising results in detecting anterior and posterior segment pathologies. Particular attention should be paid to telemedicine and artificial intelligence. These methods can improve the specificity and sensitivity of neonatal eye screening. Both are already highly advanced in diagnosing and monitoring of retinopathy of prematurity.
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Jayanna S, Agarwal K, Doshi V, Reddy RU, Ali H, Dogra A, Takkar B, Agarwal H, Padhi TR, Chittabhathini S, Jalali S. A retrospective analysis of ultra-widefield photograph (Optos) documentation of retinopathy of prematurity at a tertiary eye care outpatient setup: the Indian Twin Cities ROP Study, report number 11. J AAPOS 2022; 26:68.e1-68.e6. [PMID: 35339696 DOI: 10.1016/j.jaapos.2021.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/28/2021] [Accepted: 12/04/2021] [Indexed: 11/15/2022]
Abstract
PURPOSE To demonstrate the usefulness of ultrawide-field fundus (UWF) photography for documentation in retinopathy of prematurity (ROP). METHODS The medical records of infants with ROP who underwent at least one sitting of UWF fundus photography in addition to binocular indirect ophthalmoscopy (BIO) from April 2018 to September 2020 were analyzed retrospectively. BIO was conducted by a trained ROP specialist, and final diagnosis and treatment were based solely on BIO findings. All fundus photographs were captured on Optos UWF camera (Dunfermline, UK) in a flying baby position. Demographic details and fundus findings on BIO and fundus photographs were analyzed. RESULTS Of the 187 infants who met inclusion criteria for successful imaging, 22 (11.7%) had findings that were discordant with BIO. Although no posterior disease was missed, 4 infants who received treatment would not have been treated based solely on UWF photography findings. Of the 60 babies whose images did not meet the inclusion criteria for successful imaging, 41 had ROP that required intervention. CONCLUSIONS In our patient cohort, UWF photography proved useful in documenting the initial and follow-up findings of preterm babies with ROP.
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Affiliation(s)
- Sushma Jayanna
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India.
| | - Komal Agarwal
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Virangi Doshi
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Rakshi Ugandhar Reddy
- Department of Optometry, Brien Holden School of Optometry, L V Prasad Eye Institute, Hyderabad, India
| | - Hasnat Ali
- Department of Biostatistics, L V Prasad Eye Institute, Hyderabad, India
| | - Avantika Dogra
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Brijesh Takkar
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Hitesh Agarwal
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Tapas Ranjan Padhi
- Vitreoretinal and Uveitis Services, L V Prasad Eye Institute, Mithu Tulsi Chanrai Campus, Bhubaneswar, India
| | | | - Subhadra Jalali
- Srimati Kanuri Santhamma Center for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, Telangana, India
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Gunay M, Tugcugil E, Somuncu AM, Kola M, Turk A, Uzlu D, Kose B, Erdol H. The clinical use of ultra - Wide field imaging and intravenous fluorescein angiography in infants with retinopathy of prematurity. Photodiagnosis Photodyn Ther 2021; 37:102658. [PMID: 34844001 DOI: 10.1016/j.pdpdt.2021.102658] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/16/2021] [Accepted: 11/24/2021] [Indexed: 01/28/2023]
Abstract
PURPOSE To investigate the potential benefits and practicality of ultra - wide field (UWF) imaging and intravenous UWF fluorescein angiography (IV UWF - FA) in infants with retinopathy of prematurity (ROP) using an Optos® California device. METHODS This retrospective study involved 46 infants with a history of ROP who underwent UWF imaging with or without IV UWF - FA. ROP characteristics were identified using UWF color imaging. Retinal vascular findings following treatment were also assessed at IV UWF - FA analysis. All imaging sessions were performed under topical anesthesia without sedation. Main outcomes were the appearance of ROP at UWF color imaging and IV UWF-FA analysis, including status of ROP, neovascularizations, presence of plus disease, retinal vascular details, and resolution after treatment. RESULTS Seven (three girls) of the 46 infants (22 girls) underwent IV UWF-FA. Twelve IV UWF-FA sessions were performed in total. The oldest infant during IV UWF-FA analysis was at 55 postmenstrual weeks. Clinical characteristics of disease were easily identified at UWF color imaging. IV UWF-FA images also clearly revealed non-perfused retinal areas, fluorescein leakage, macular edema, retinal vascular abnormalities, and the status of the peripheral vascular termini. Complications of IV UWF-FA occurred in one infant in the form of patchy yellow skin discoloration around the injection site which completely disappeared on the first day following the procedure. CONCLUSIONS Providing a high resolution panoramic view of the retina in a single image capture with no need for contact with the cornea appear to represent potential advantages of UWF imaging in infants with ROP. IV UWF-FA also seems to be a safe procedure which can be performed under topical anesthesia and that shows detailed retinal vascular alterations in patients with ROP.
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Affiliation(s)
- Murat Gunay
- Department of Ophthalmology, Karadeniz Technical University, Faculty of Medicine, Tip Fakultesi, Goz Hastaliklari Klinigi, Farabi Caddesi, Trabzon 61080, Turkey.
| | - Ersagun Tugcugil
- Department of Anaesthesiology and Reanimation, Karadeniz Technical University, Faculty of Medicine, Trabzon, Turkey
| | - Ahmet Mehmet Somuncu
- Faculty of Medicine, Department of Ophthalmology, Erzincan Binali Yildirim University, Erzincan, Turkey
| | - Mehmet Kola
- Department of Ophthalmology, Karadeniz Technical University, Faculty of Medicine, Tip Fakultesi, Goz Hastaliklari Klinigi, Farabi Caddesi, Trabzon 61080, Turkey
| | - Adem Turk
- Department of Ophthalmology, Karadeniz Technical University, Faculty of Medicine, Tip Fakultesi, Goz Hastaliklari Klinigi, Farabi Caddesi, Trabzon 61080, Turkey
| | - Dilek Uzlu
- Department of Ophthalmology, Karadeniz Technical University, Faculty of Medicine, Tip Fakultesi, Goz Hastaliklari Klinigi, Farabi Caddesi, Trabzon 61080, Turkey
| | - Busra Kose
- Department of Ophthalmology, Bayburt State Hospital, Bayburt, Turkey
| | - Hidayet Erdol
- Department of Ophthalmology, Karadeniz Technical University, Faculty of Medicine, Tip Fakultesi, Goz Hastaliklari Klinigi, Farabi Caddesi, Trabzon 61080, Turkey
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12
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Agarwal K, Vinekar A, Chandra P, Padhi TR, Nayak S, Jayanna S, Panchal B, Jalali S, Das T. Imaging the pediatric retina: An overview. Indian J Ophthalmol 2021; 69:812-823. [PMID: 33727440 PMCID: PMC8012979 DOI: 10.4103/ijo.ijo_1917_20] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Recent decade has seen a shift in the causes of childhood blinding diseases from anterior segment to retinal disease in both developed and developing countries. The common retinal disorders are retinopathy of prematurity and vitreoretinal infections in neonates, congenital anomalies in infants, and vascular retinopathies including type 1 diabetes, tumors, and inherited retinal diseases in children (up to 12 years). Retinal imaging helps in diagnosis, management, follow up and prognostication in all these disorders. These imaging modalities include fundus photography, fluorescein angiography, ultrasonography, retinal vascular and structural studies, and electrodiagnosis. Over the decades there has been tremendous advances both in design (compact, multifunctional, tele-consult capable) and technology (wide- and ultra-wide field and noninvasive retinal angiography). These new advances have application in most of the pediatric retinal diseases though at most times the designs of new devices have remained confined to use in adults. Poor patient cooperation and insufficient attention span in children demand careful crafting of the devices. The newer attempts of hand-held retinal diagnostic devices are welcome additions in this direction. While much has been done, there is still much to do in the coming years. One of the compelling and immediate needs is the pediatric version of optical coherence tomography angiography. These needs and demands would increase many folds in future. A sound policy could be the simultaneous development of adult and pediatric version of all ophthalmic diagnostic devices, coupled with capacity building of trained medical personnel.
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Affiliation(s)
- Komal Agarwal
- Srimati Kanuri Santhamma Center for Vitreo-Retina Diseases, Kallam Anji Reddy Campus, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Anand Vinekar
- Department of Pediatric Retina, Narayana Nethralaya Eye Institute, New Delhi, India
| | - Parijat Chandra
- Dr. R. P. Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Tapas Ranjan Padhi
- Vitreoretina and Uveitis Services, L V Prasad Eye Institute, Mithu Tulsi Chanrai Campus, Bhubaneswar, Odisha, India
| | - Sameera Nayak
- Vitreoretina and Uveitis Services, L V Prasad Eye Institute, Kode Venkatadri Chowdhary Campus, Vijaywada, Andhra Pradesh, India
| | - Sushma Jayanna
- Srimati Kanuri Santhamma Center for Vitreo-Retina Diseases, Kallam Anji Reddy Campus, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Bhavik Panchal
- Vitreoretina and Uveitis Services, L V Prasad Eye Institute, Granthi Mallikarjun Rao Varalaksmi Campus, Visakhapatnam, Andhra Pradesh, India
| | - Subhadra Jalali
- Srimati Kanuri Santhamma Center for Vitreo-Retina Diseases, Kallam Anji Reddy Campus, L V Prasad Eye Institute, Hyderabad, Telangana, India
| | - Taraprasad Das
- Srimati Kanuri Santhamma Center for Vitreo-Retina Diseases, Kallam Anji Reddy Campus, L V Prasad Eye Institute, Hyderabad, Telangana, India
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13
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A deep learning framework for the detection of Plus disease in retinal fundus images of preterm infants. Biocybern Biomed Eng 2021. [DOI: 10.1016/j.bbe.2021.02.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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14
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Wang X, Ji Z, Ma X, Zhang Z, Yi Z, Zheng H, Fan W, Chen C. Automated Grading of Diabetic Retinopathy with Ultra-Widefield Fluorescein Angiography and Deep Learning. J Diabetes Res 2021; 2021:2611250. [PMID: 34541004 PMCID: PMC8445732 DOI: 10.1155/2021/2611250] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 08/07/2021] [Accepted: 08/19/2021] [Indexed: 11/17/2022] Open
Abstract
PURPOSE The objective of this study was to establish diagnostic technology to automatically grade the severity of diabetic retinopathy (DR) according to the ischemic index and leakage index with ultra-widefield fluorescein angiography (UWFA) and the Early Treatment Diabetic Retinopathy Study (ETDRS) 7-standard field (7-SF). METHODS This is a cross-sectional study. UWFA samples from 280 diabetic patients and 119 normal patients were used to train and test an artificial intelligence model to differentiate PDR and NPDR based on the ischemic index and leakage index with UWFA. A panel of retinal specialists determined the ground truth for our data set before experimentation. A confusion matrix as a metric was used to measure the precision of our algorithm, and a simple linear regression function was implemented to explore the discrimination of indexes on the DR grades. In addition, the model was tested with simulated 7-SF. RESULTS The model classification of DR in the original UWFA images achieved 88.50% accuracy and 73.68% accuracy in the simulated 7-SF images. A simple linear regression function demonstrated that there is a significant relationship between the ischemic index and leakage index and the severity of DR. These two thresholds were set to classify the grade of DR, which achieved 76.8% accuracy. CONCLUSIONS The optimization of the cycle generative adversarial network (CycleGAN) and convolutional neural network (CNN) model classifier achieved DR grading based on the ischemic index and leakage index with UWFA and simulated 7-SF and provided accurate inference results. The classification accuracy with UWFA is slightly higher than that of simulated 7-SF.
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Affiliation(s)
- Xiaoling Wang
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zexuan Ji
- School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China
| | - Xiao Ma
- School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China
| | - Ziyue Zhang
- School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China
| | - Zuohuizi Yi
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Hongmei Zheng
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wen Fan
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Changzheng Chen
- Eye Center, Renmin Hospital of Wuhan University, Wuhan, China
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