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AI-based technology in Ophthalmology: the key to the future. 眼科领域的人工智能技术:通向未来的钥匙。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.52
Consuela-Mădălina Gheorghe
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引用次数: 0
Implications of neuropathy and management of the corneal surface in a patient with Stuve-Wiedemann syndrome. 斯图维-韦德曼综合征患者角膜表面神经病变的影响和处理方法。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.66
María Larrañaga Cores, Ana Boto de Los Bueis

Purpose: To describe the ophthalmological management of a girl diagnosed with Stuve Wiedemann syndrome (SWS). Clinical and in vivo confocal microscopy (IVCM) are described. Methods: Case report of a 6-year-old girl, who presented with neurotrophic keratitis and was treated with intense lubrication including heterologous serum and tear plugs. Results: In the following months, the evolution of the neurotrophic keratitis was good, but a hypertrophic corneal leukoma persisted with mild neovascularization in the left eye. Conclusion: Close ophthalmological follow-up in patients with SWS is needed, given that most of the time they do not present symptoms due to the characteristic neuropathy of their lesions. Abbreviations: SWS = Stuve-Wiedemann syndrome, IVCM = in vivo confocal microscopy, CNTF = ciliary neurotrophic factor, BCVA = best corrected visual acuity, LIFR = Leukemia Inhibitory Factor Receptor, IGF1 = Insulin-like growth factor-1.

目的:描述一名被诊断患有斯图维-韦德曼综合征(SWS)的女孩的眼科治疗情况。对临床和体内共聚焦显微镜(IVCM)进行描述。方法:报告一名 6 岁女孩的病例,她患有神经营养性角膜炎,并接受了包括异源血清和泪液栓在内的强力润滑治疗。结果:在随后的几个月中,神经营养性角膜炎发展良好,但左眼的肥厚性角膜白瘤持续存在,并伴有轻度新生血管。结论是由于 SWS 患者的病变具有神经病变的特征,大多数情况下不会出现症状,因此需要对患者进行密切的眼科随访。缩写:SWSSWS = 斯图维-韦德曼综合征,IVCM = 体内共聚焦显微镜,CNTF = 睫状神经营养因子,BCVA = 最佳矫正视力,LIFR = 白血病抑制因子受体,IGF1 = 胰岛素样生长因子-1。
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引用次数: 0
Isolated Abducens Nerve Palsy After Herpes Zoster Ophthalmicus: A Case Report. 带状疱疹眼炎后孤立性盲神经麻痹:病例报告。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.65
Rizaldy Taslim Pinzon, Marlyna Afifudin, Isa Karuniawati

Aim: The purpose of this study was to demonstrate a case of herpes zoster in the patient. Methods: Case report. Results: Herpes zoster ophthalmicus is a rare but well-known cause of CN VI palsy that affects an elderly patient due to a reduction in the immunity to the Varicella Zoster Virus (VZV). We reported a case of herpes zoster in our patient, a 67-year-old Javanese female who presented with a VI nerve palsy within 1 week after the vesicular rash. Our patient received Valacyclovir, Gabapentin, and steroid treatment, then responded quite well to the combination of these therapies without side effects as the goals were to diminish acute and chronic pain, fasten the healing of the skin and nerve, and reduce the chances of dissemination. Based on studies, systemic antivirals should be given in all cases of HZO to minimize complications and steroids should not be given without antiviral therapy so as not to increase viral replication. Conclusions: As a complication of HZO, ophthalmoplegia may have various origins. We reported a case of sixth nerve palsy in HZO. Abbreviations: HZO = herpes zoster ophthalmicus, VZV = varicella-zoster virus, CN = Cranial Nerve.

目的:本研究旨在展示一例带状疱疹患者的病例。方法:病例报告:病例报告。结果:带状疱疹性眼炎是一种罕见但众所周知的导致 CN VI 麻痹的病因,由于老年患者对水痘带状疱疹病毒(VZV)的免疫力下降,这种疾病会影响到他们。我们报告了一例带状疱疹患者,她是一名 67 岁的爪哇女性,在出水泡疹后一周内出现了 VI 神经麻痹。患者接受了伐昔洛韦、加巴喷丁和类固醇治疗后,对这些综合疗法反应良好,无副作用,目的是减轻急性和慢性疼痛,加快皮肤和神经的愈合,减少传播的机会。根据研究结果,所有 HZO 病例都应使用全身性抗病毒药物,以减少并发症的发生;在使用类固醇激素的同时,不应同时使用抗病毒药物,以免增加病毒复制。结论:作为 HZO 的一种并发症,眼球震颤可能有多种原因。我们报告了一例 HZO 第六神经麻痹病例。缩写:HZO缩写:HZO = 带状疱疹眼炎,VZV = 水痘-带状疱疹病毒,CN = 颅神经。
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引用次数: 0
The Effects of an Increased Workload in Cataract Surgery Since the Pandemic in a Tertiary Care Clinic. 大流行后白内障手术工作量增加对一家三级医疗诊所的影响。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.56
Saadet Gültekin Irgat, Alpaslan Koç, Emine Çakar, Fatih Özcura

Objective: To evaluate the progress of cataract surgery in a training institution providing tertiary care since the removal of pandemic restrictions. To evaluate ocular and demographic characteristics of cataract cases in a tertiary care teaching institution since the lifting of pandemic restrictions. Methods: Patients who underwent cataract surgery in our clinic in the pre-pandemic period September 2019-March 2020 (group 1, n=353) and in the post-pandemic period September 2021-March 2022 (group 2, n=459) were retrospectively screened. The cases were operated by two educator ophthalmologists and residents. The main parameters evaluated were cataract morphology, surgical parameters, and posterior capsular rupture complications. Results: The case rate increased by 30% in group 2 once pandemic restrictions were relaxed. Preoperative best corrected visual acuity (BCVA) in groups 1 and 2 was 0.840±0.63 and 1.26±0.75 log MAR, respectively (p<0.001). The percentage of mature cataracts was 15.3% in group 1 and 31.2% in group 2 (p<0.001). Significantly higher cumulative dissipated energy (CDE), total aspiration time, and fluid amount (p<0.001 for all) were found in group 2. During the training phase, 25.2% of the cases in group 1 and 24.6% in group 2 were performed by resident doctors (p=0.870). Residents in groups 1 and 2 had mature cataract case rates of 6.7% and 13.3%, respectively (p<0.001). The incidences of posterior capsule rupture in the instances of residents was 3.4% in group 1 and 4.4% in group 2 (p=0.498). A negative correlation (r=-0.424, p<0.001) between CDE and BCVA and a positive correlation (r=0.40, p<0.001) between cataract hardness and CDE were both found. Conclusions: The number of cataract surgeries increased after the COVID-19 pandemic. Poor vision and increasing rates of mature cataracts are other effects of this backlog. Residents have to deal with challenging cases. Our results are just the tip of the iceberg. Urgent planning is needed to deal with the remaining cases. Abbreviations: COVID-19 = coronavirus infection, PCR = posterior capsular rupture, BCVA = best corrected visual acuity, IOP = intraocular pressure, CDE = cumulative dissipated energy, TAT = total aspiration time, ZD = zonular separation.

目的评估一家提供三级医疗服务的培训机构自取消大流行限制以来的白内障手术进展情况。评估解除大流行限制后一家三级医疗教学机构的白内障病例的眼部特征和人口特征。方法:回顾性筛选在大流行前的 2019 年 9 月至 2020 年 3 月期间(第 1 组,人数=353)和大流行后的 2021 年 9 月至 2022 年 3 月期间(第 2 组,人数=459)在本诊所接受白内障手术的患者。这些病例由两名受过教育的眼科医生和住院医师操作。评估的主要参数包括白内障形态、手术参数和后囊破裂并发症。结果:放宽大流行限制后,第 2 组的病例率增加了 30%。第 1 组和第 2 组的术前最佳矫正视力(BCVA)分别为 0.840±0.63 和 1.26±0.75 log MAR(p结论:COVID-19 大流行后,白内障手术的数量有所增加。视力不佳和成熟期白内障发病率增加是积压造成的其他影响。住院医生必须处理具有挑战性的病例。我们的结果只是冰山一角。我们需要制定紧急计划来处理剩余的病例。缩写:COVID-19=冠状病毒感染,PCR=后囊破裂,BCVA=最佳矫正视力,IOP=眼内压,CDE=累积耗散能量,TAT=总抽吸时间,ZD=眼球分离。
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引用次数: 0
Straatsma Syndrome and cataract: case report and review of the literature. 斯特拉斯马综合征和白内障:病例报告和文献综述。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.67
Casado-Pelaez Blanca, Pascual-Camps Isabel, Inat-Moreno Sergio, Congost-Laguna Candela, Barranco-Gonzalez Honorio, España-Gregori Enrique

Straatsma Syndrome is known as unilateral myopia, amblyopia, and myelinated retinal nerve fibers (MRNF). The syndrome can be associated with other findings such as nystagmus, strabismus, and optic nerve hypoplasia among others. However, no cases associated with cataract have been reported. The visual prognosis depends on the myelinated retinal nerve fibers extension, the early amblyopia therapy, and the coexistence of other signs. We present the case of a 4-year-old girl with Straatsma Syndrome and cataract in the left eye. Despite the cataract surgical treatment with the refractive error correction and the amblyopia therapy, no visual improvement has been reported. Abbreviations: MRNF = Myelinated retinal nerve fibers, LE = Left eye, PD = Prism dioptres, BCVA = Best-corrected visual acuity, RE = Right eye, HM = Hand movement, CF = Counting fingers.

斯特拉斯马综合征被称为单侧近视、弱视和髓鞘化视网膜神经纤维(MRNF)。该综合征还可能伴有其他症状,如眼球震颤、斜视和视神经发育不全等。不过,还没有与白内障相关的病例报道。视觉预后取决于髓鞘化视网膜神经纤维的延伸、早期弱视治疗以及是否同时存在其他体征。我们报告了一例患有斯特拉斯马综合征和左眼白内障的 4 岁女孩的病例。尽管她接受了白内障手术治疗、屈光不正矫正和弱视治疗,但视力仍无改善。缩写:缩写:MRNF = 髓样视网膜神经纤维,LE = 左眼,PD = 棱镜度数,BCVA = 最佳矫正视力,RE = 右眼,HM = 手部运动,CF = 数手指。
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引用次数: 0
Centricity on patients using healthcare reputation management strategies to improve dentistry image in Romania. 以患者为中心,利用医疗声誉管理策略改善罗马尼亚牙科的形象。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.58
Cristina Stanciu Neculau, Aida Geamănu, Roxana Monica Purcărea, Alin Gabriel Sterian

Reputation is seen as an abstract concept that focuses on patients' perceptions of a particular medical institution. A good image of these practices among patients makes them return to them and also helps attract new patients and increase their reputation and revenue. The paper aimed to explore the respondents' perceptions of the way the image of online dental practices can influence their reputation management. For this purpose, a quantitative study was conducted on a sample of 107 respondents. Data collection was carried out using a questionnaire that was posted on an online platform. Data analysis was done by using IBM SPSS software. The results emphasized that patients think that the image of dental practices in the online environment can influence their reputation to a high extent.

声誉被视为一个抽象概念,重点是患者对特定医疗机构的看法。这些医疗机构在患者心目中的良好形象会使患者再次光顾,也有助于吸引新患者,提高声誉和收入。本文旨在探讨受访者对在线牙科诊所形象如何影响其声誉管理的看法。为此,我们对 107 名受访者进行了定量研究。数据收集是通过在线平台上发布的问卷进行的。数据分析采用 IBM SPSS 软件进行。结果强调,患者认为牙科诊所在网络环境中的形象会在很大程度上影响其声誉。
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引用次数: 0
Bilateral Necrotizing Scleritis with Scleral Melt associated with Herpes Simplex Infection: A Case Report. 伴有巩膜融解的双侧坏死性巩膜炎与单纯疱疹病毒感染有关:病例报告。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.64
Arti Singh, Ashutosh Maharana, Srishti Nagarajan, Shubhi Sachan

Objective (Aim): The article is a case report of a very rare case of bilateral herpes simplex virus infection associated with bilateral necrotizing scleritis with scleral melt in an elderly north Indian female of lower middle socioeconomic status. Methods: A 65-year-old female presented to our clinic with a wide variety of presentations ranging initially from neurotropic corneal ulcer to necrotizing scleritis with scleral melt for 2 years. The patient records were evaluated and computed. A PubMed literature search on herpes scleritis was conducted and reviewed. Results: A keen sense of judgment, timely management, and patient counseling are crucial for a rapid and favorable outcome. Conclusions: Bilateral necrotizing scleritis with scleral melt can be a rare atypical presentation of herpes simplex keratitis. In such atypical cases, diagnosis may be challenging. Associated clinical findings, history of herpes keratitis, which may be recurrent, and response to antiviral drugs, may give clues towards the diagnosis in such atypical cases. In addition to this, surgical intervention should not be delayed if it seems inevitable. Abbreviations: RE = right eye, LE = left eye, BCL = bandage contact lens, KP = keratic precipitate, mm = millimeter, mg = milligram.

目的(Aim):本文报告了一例非常罕见的双侧单纯疱疹病毒感染并伴有双侧坏死性巩膜炎和巩膜融化的病例,患者是一名印度北部的老年女性,社会经济地位处于中下层。治疗方法一名 65 岁的女性到我院就诊,起初有神经性角膜溃疡,后来出现坏死性巩膜炎并伴有巩膜融化,病程长达 2 年。我们对患者的病历进行了评估和计算。对有关疱疹性巩膜炎的 PubMed 文献进行了检索和审查。结果:敏锐的判断力、及时的处理和对患者的指导对迅速获得良好的治疗效果至关重要。结论:伴有巩膜融解的双侧坏死性巩膜炎可能是单纯疱疹性角膜炎的一种罕见的非典型表现。在这种非典型病例中,诊断可能具有挑战性。相关的临床表现、疱疹性角膜炎病史(可能会反复发作)以及对抗病毒药物的反应可能会为这类非典型病例的诊断提供线索。此外,如果手术治疗似乎不可避免,也不应拖延。缩写:RE=右眼,LE=左眼,BCL=绷带隐形眼镜,KP=角膜沉淀,mm=毫米,mg=毫克。
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引用次数: 0
The Relationship Between Anthropometric Z-Score Measurements and Ocular Structures in Turkish Children. 土耳其儿童的人体测量 Z 值与眼部结构之间的关系。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.59
Erkan Bulut, Ahmet Kürşad Sakallioğlu, Özlem Dayi, Goksu Alacamli

Objective (Aim): This study explores the contact between anthropometric Z-score values and ocular parameters in children. Recent studies investigated the relationship, and contact between anthropometric measurements and ocular parameters in children, and height, weight, body mass index, and percentile curves are mostly used as anthropometric data. However, today, different scoring systems such as "Z-score" classify anthropometric values. Methods: Height and body mass index Z-scores were calculated for 725 children. Biometric and refractive measurements of all children were noted. For different reference values, those with a Z-score below the negative value of the reference were defined as a low Z-score, those between the negative and positive value of the reference were defined as a normal Z-score, those with a Z-score greater than the positive value of the reference were defined as a high Z-score. The mean ocular measurement results in the low, normal, and high Z-score groups were compared, and they were pointed to reach the reference value in both negative and positive sides which created the foremost critical contrast between the groups. Results: For a value of "-1" and "+1.5" in the height Z-score, from low to normal and from there to high Z-score group, axial length, and average corneal radius increased, and average corneal power decreased significantly. Anterior chamber depth increased from normal to high Z-score group, but no critical distinction was made between low and normal Z-score groups. Moreover, no critical distinction was observed in spherical equivalent refraction, central corneal thickness for height, and all values of body mass index. Conclusion: Considering a Z-score value of "-1" and "+1.5" as a reference value in children and anticipating the changes that may happen in the ocular structures of children at both ends of the Z-score, it may be useful to understand the effect of body development on ocular development more. Abbreviations: AL = Axial Length, ACD = Anterior Chamber Depth, BMI = Body Mass Index, NCHS = The United States National Center for Health Statistics, WHO = World Health Organization, NFHS 2 = National Family Health Survey 2, SER = Spherical Equivalent Refraction, CR = Average Corneal Radius, CP = Average Corneal Power, CCT = Central Corneal Thickness, HFAsZ = Height for Age Z-Score, BMIsZ = BMI for Age Z-Score, L = Low Z-score, N = Normal Z-score, H = High Z-score.

目的(Aim):本研究探讨了儿童人体测量 Z 值与眼部参数之间的联系。最近的研究调查了儿童人体测量值与眼部参数之间的关系和联系,身高、体重、体重指数和百分位曲线大多被用作人体测量数据。然而,如今有不同的评分系统(如 "Z-score")对人体测量值进行分类。方法:计算 725 名儿童的身高和体重指数 Z 值。记录所有儿童的生物测量和屈光测量结果。对于不同的参考值,Z 值低于参考值负值的被定义为低 Z 值,介于参考值负值和正值之间的被定义为正常 Z 值,Z 值大于参考值正值的被定义为高 Z 值。比较了低 Z 值组、正常 Z 值组和高 Z 值组的平均眼部测量结果,发现它们的负值和正值都达到了参考值,这也是各组之间最关键的对比。结果在身高 Z 值为"-1 "和 "+1.5 "的情况下,从低 Z 值组到正常组,再从正常组到高 Z 值组,轴长和平均角膜半径都显著增加,而平均角膜力则显著下降。前房深度从正常 Z 值组到高 Z 值组都有所增加,但低 Z 值组和正常 Z 值组之间没有明显区别。此外,在球面等效屈光度、角膜中央厚度(身高)和所有体重指数值方面也没有观察到临界差异。结论将儿童的 Z 值"-1 "和 "+1.5 "作为参考值,并预测儿童眼部结构在 Z 值两端可能发生的变化,可能有助于进一步了解身体发育对眼部发育的影响。缩写:AL = 轴长,ACD = 前房深度,BMI = 体重指数,NCHS = 美国国家卫生统计中心,WHO = 世界卫生组织,NFHS 2 = 全国家庭健康调查 2、SER = 球面等效屈光度,CR = 平均角膜半径,CP = 平均角膜力量,CCT = 角膜中央厚度,HFAsZ = 年龄 Z 值身高,BMIsZ = 年龄 Z 值体重指数,L = 低 Z 值,N = 正常 Z 值,H = 高 Z 值。
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引用次数: 0
Efficacy and safety of combined Xen Gel Stent-45 implantation and 25-gauge Pars Plana Vitrectomy: a case series. Xen 凝胶支架-45 联合植入术和 25 号玻璃体旁切除术的有效性和安全性:病例系列。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.57
Federica Serino, Enrico Bernardi, Fabrizio Franco

Purpose: To report outcomes in terms of efficacy and safety of patients affected with Primary Open Angle Glaucoma (POAG) and Vitreoretinal Disease, who have undergone Pars Plana Vitrectomy (PPV) and ab-interno XEN gel 45 (Abbvie) implantations. Methods: This is a retrospective, observational, case series on five patients who underwent combined Pars Plana Vitrectomy and XEN gel Stent 45 implantation at "Careggi Hospital" Eye Clinic of Florence. Best-corrected visual acuity (BCVA) evaluation, intraocular pressure (IOP) measurements with Goldmann applanation tonometer (GAT), and several glaucoma medications were evaluated at the baseline and at one, three, six, and twelve months after surgery. Complications were recorded up to 1 year after surgery. Results: 5 eyes in five patients were enrolled. IOP dropped from an average of 21,2 ± 3,3 mmHg preoperatively to 14,6 ± 1,1 mmHg at the end of the follow-up period (month 12), with a mean percentage reduction of 58%. One patient needed a needling procedure (20%). None needed reintervention. We did not register any case of hypotony (IOP < 6,5 mmHg), hypotony maculopathy and choroidal detachment. The postoperative number of anti-glaucomatous molecules was on average 0,2 ± 0,4. Conclusion: Our results suggested that combined Pars Plana Vitrectomy and XEN gel stent 45 implantation is safe and effective for patients affected by visually significant vitreoretinal diseases and POAG. Abbreviations: AC = anterior chamber, BCVA = Best-corrected visual acuity, ERM = epiretinal membrane, FTMH = full-thickness macular holes, FU = fluorouracil, GAT = Goldmann applanation tonometer, IOP = intraocular pressure, MIGS = minimally invasive glaucoma surgery, MMC = mitomycin C, NVG = neovascular glaucoma, OCT = optical coherence tomography, POAG = Primary Open Angle Glaucoma, PPV = Pars Plana Vitrectomy, SD = standard deviation, TB = Trabeculectomy, VF = visual field, VMI = Vitreomacular Interface, VMA = vitreomacular adhesion, VMT = vitreomacular traction.

目的:报告原发性开角型青光眼(POAG)和玻璃体视网膜疾病患者接受玻璃体旁切除术(PPV)和ab-intero XEN凝胶45(艾伯维)植入术的疗效和安全性。方法:这是一项回顾性、观察性、病例系列研究,涉及在佛罗伦萨 "Careggi 医院 "眼科诊所接受玻璃体旁切除术和 XEN 凝胶支架 45 联合植入术的五名患者。对患者进行了最佳矫正视力(BCVA)评估、用戈德曼眼压计(GAT)测量眼压以及术后 1、3、6 和 12 个月的青光眼药物治疗评估。并对术后一年内的并发症进行了记录。结果:五名患者的五只眼睛接受了手术。眼压从术前的平均 21.2 ± 3.3 mmHg 降至随访期结束时(第 12 个月)的 14.6 ± 1.1 mmHg,平均降幅为 58%。一名患者需要进行针刺手术(20%)。没有人需要再次干预。我们没有发现眼压过低(眼压低于 6.5 mmHg)、眼压过低黄斑病变和脉络膜脱离的病例。术后抗青光眼分子的平均数量为 0.2 ± 0.4。最后得出结论:我们的研究结果表明,对于视力严重受损的玻璃体视网膜疾病和 POAG 患者,联合进行玻璃体旁切除术和 XEN 凝胶支架 45 植入术是安全有效的。缩写:AC = 前房,BCVA = 最佳矫正视力,ERM = 视网膜外膜,FTMH = 全厚黄斑孔,FU = 氟尿嘧啶,GAT = 高曼氏眼压计,IOP = 眼压,MIGS = 微创青光眼手术,MMC = 丝裂霉素 C、NVG=新生血管性青光眼,OCT=光学相干断层扫描,POAG=原发性开角型青光眼,PPV=玻璃体旁切除术,SD=标准偏差,TB=小梁切除术,VF=视野,VMI=玻璃体界面,VMA=玻璃体粘连,VMT=玻璃体牵引。
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引用次数: 0
Advancing Diabetic Retinopathy Diagnosis: Leveraging Optical Coherence Tomography Imaging with Convolutional Neural Networks. 推进糖尿病视网膜病变诊断:利用卷积神经网络进行光学相干断层成像。
Pub Date : 2023-10-01 DOI: 10.22336/rjo.2023.63
H Shafeeqa Ahmed, Chinmayee J Thrishulamurthy

Diabetic retinopathy (DR) is a vision-threatening complication of diabetes, necessitating early and accurate diagnosis. The combination of optical coherence tomography (OCT) imaging with convolutional neural networks (CNNs) has emerged as a promising approach for enhancing DR diagnosis. OCT provides detailed retinal morphology information, while CNNs analyze OCT images for automated detection and classification of DR. This paper reviews the current research on OCT imaging and CNNs for DR diagnosis, discussing their technical aspects and suitability. It explores CNN applications in detecting lesions, segmenting microaneurysms, and assessing disease severity, showing high sensitivity and accuracy. CNN models outperform traditional methods and rival expert ophthalmologists' results. However, challenges such as dataset availability and model interpretability remain. Future directions include multimodal imaging integration and real-time, point-of-care CNN systems for DR screening. The integration of OCT imaging with CNNs has transformative potential in DR diagnosis, facilitating early intervention, personalized treatments, and improved patient outcomes. Abbreviations: DR = Diabetic Retinopathy, OCT = Optical Coherence Tomography, CNN = Convolutional Neural Network, CMV = Cytomegalovirus, PDR = Proliferative Diabetic Retinopathy, AMD = Age-Related Macular Degeneration, VEGF = vascular endothelial growth factor, RAP = Retinal Angiomatous Proliferation, OCTA = OCT Angiography, AI = Artificial Intelligence.

糖尿病视网膜病变(DR)是一种威胁视力的糖尿病并发症,必须及早进行准确诊断。光学相干断层扫描(OCT)成像与卷积神经网络(CNNs)的结合已成为提高糖尿病视网膜病变诊断的一种有前途的方法。OCT 可提供详细的视网膜形态信息,而 CNN 可分析 OCT 图像,自动检测 DR 并对其进行分类。本文回顾了当前有关 OCT 成像和用于 DR 诊断的 CNN 的研究,讨论了其技术方面和适用性。它探讨了 CNN 在检测病变、分割微动脉瘤和评估疾病严重程度方面的应用,显示出较高的灵敏度和准确性。CNN 模型优于传统方法,可与眼科专家的结果相媲美。然而,数据集的可用性和模型的可解释性等挑战依然存在。未来的发展方向包括多模态成像集成和用于 DR 筛查的实时床旁 CNN 系统。OCT 成像与 CNN 的整合在 DR 诊断方面具有变革潜力,有助于早期干预、个性化治疗和改善患者预后。缩写:缩写:DR = 糖尿病视网膜病变,OCT = 光学相干断层扫描,CNN = 卷积神经网络,CMV = 巨细胞病毒,PDR = 增生性糖尿病视网膜病变,AMD = 老年性黄斑变性,VEGF = 血管内皮生长因子,RAP = 视网膜血管瘤增生,OCTA = OCT 血管造影,AI = 人工智能。
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引用次数: 0
期刊
Romanian journal of ophthalmology
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