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Anterior Segment Changes and Refractive Outcomes after Cataract Surgery Combined with Gonioscopy-Assisted Transluminal Trabeculotomy in Open-Angle Glaucoma 开角型青光眼白内障手术联合经腔镜辅助小梁切开术后前段改变及屈光效果
Q3 Medicine Pub Date : 2023-12-21 Epub Date: 2023-12-04 DOI: 10.4274/tjo.galenos.2023.36080
Hatice Tekcan, Serhat İmamoğlu, Mehmet Serhat Mangan

Objectives: To compare the accuracy of intraocular lens (IOL) calculation formulas in patients undergoing phacoemulsification combined with gonioscopy-assisted transluminal trabeculotomy (phaco-GATT) and to determine the predictive factors for refractive errors.

Materials and methods: Fifty-three eyes of 53 patients undergoing phaco-GATT were retrospectively reviewed. The preoperative and postoperative 3-month anterior segment (AS) parameters were measured by Scheimpflug camera. The mean prediction error (PE), mean absolute error (MAE) in the Sanders-Retzlaff-Kraft/theoretical (SRK/T), Barrett- Universal II, Hill-radial basis function (Hill-RBF) and Kane formulas were compared. The influence of biometric parameters on PE were analyzed by correlation analysis.

Results: Postoperatively, there was a statistically significant decrease in axial length (AL) and significant enlargement in anterior chamber depth (ACD), anterior chamber angle (ACA), and anterior chamber volume (p<0.001). The mean PE using SRK/T (-0.08 diopters [D]) was more myopic than in the Barret (0.01 D) and Hill-RBF (0.01 D). The PE closest to zero was in the Kane formula (0.001 D). The Kane formula provided a lower MAE (0.30±0.28 D) than the SRK/T (0.38±0.32 D) and Barrett (0.36±0.30 D) (p<0.001). The MAE in Hill-RBF (0.32±0.28) was comparable with that in Kane (p=0.02). Preoperative AL was significantly associated with PE in all formulas except Kane. Barrett was the only formula that did not have a significant correlation between PE and postoperative ACD and ACA.

Conclusion: The Kane formula may provide higher predictability of the IOL power calculation than the SRK/T and Barrett-Universal II formulas in phaco-GATT surgery, which can cause significant changes in the AS and AL.

目的:比较超声乳化术联合腔内镜检辅助小梁切开术(phaco-GATT)患者人工晶状体(IOL)计算公式的准确性,探讨屈光不正的预测因素。材料与方法:回顾性分析53例患者53只眼的超声- gatt。术前、术后3个月采用Scheimpflug相机测量前段(AS)参数。比较了Sanders-Retzlaff-Kraft/theoretical (SRK/T)、Barrett-Universal II、Hill-radial basis function (Hill-RBF)和Kane公式的平均预测误差(PE)、平均绝对误差(MAE)。通过相关分析分析生物特征参数对PE的影响。结果:术后眼轴长(AL)明显减小,前房深度(ACD)、前房角(ACA)、前房容积明显增大(p)。结论:在phaco-GATT手术中,Kane公式比SRK/T和Barrett-Universal II公式对人工晶状体度数计算有更高的可预测性,但会引起AS和AL的明显变化。
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引用次数: 0
Real-World Outcomes of Intravitreal Anti-Vascular Endothelial Growth Factor Treatment for Diabetic Macular Edema in Türkiye: MARMASIA Study Group Report No. 1. 土耳其玻璃体内抗血管内皮生长因子治疗糖尿病黄斑水肿的实际结果:MARMASIA研究组报告1号
Q3 Medicine Pub Date : 2023-12-21 DOI: 10.4274/tjo.galenos.2023.56249
Uğur Yayla, Mehmet Orkun Sevik, Veysel Levent Karabaş, Özlem Şahin, Abdullah Özkaya, Nursal Melda Yenerel, Banu Açıkalın Öncel, Fatih Bilgehan Kaplan, Ecem Önder Tokuç, Hatice Selen Kanar, Işıl Kutlutürk Karagöz, Ece Başaran Emengen, Ayşe Demirciler Sönmez, Aslan Aykut, Utku Limon, Erdinç Bozkurt, Işılay Özsoy Saygın, Tuğba Aydoğan Gezginaslan, Özlem Aydın Öncü, Esra Türkseven Kumral, Nimet Yeşim Erçalık, Erkan Çelik

Objectives: This study aimed to report the demographic and clinical characteristics of diabetic macular edema (DME) patients treated with intravitreal injection (IVI) of anti-vascular endothelial growth factors (anti-VEGF) and provide an overview of outcomes during routine clinical practice in Türkiye.

Materials and methods: This retrospective, real-world study included 1,372 eyes (854 patients) treated with a pro re nata protocol by 21 ophthalmologists from 8 tertiary clinics on the Asian side of the Marmara region of Türkiye (MARMASIA Study Group). Five cohort groups were established by collecting the patients' baseline and 3, 6, 12, 24, and 36-month follow-up data, where each subsequent cohort may include the previous. Changes in best-corrected visual acuity (BCVA, approximate ETDRS letters) and central macular thickness (CMT, μm), number of visits and IVI, and rates of anti-VEGF switch and intravitreal dexamethasone implant (IDI) combination were evaluated.

Results: The 3, 6, 12, 24, and 36-month cohorts included 1372 (854), 1352 (838), 1185 (722), 972 (581), and 623 (361) eyes (patients), respectively. The mean baseline BCVA and CMT were 51.4±21.4 letters and 482.6±180.3 μm. The mean changes from baseline in BCVA were +7.6, +9.1, +8.0, +8.6, and +8.4 letters, and in CMT were -115.4, -140.0, -147.9, -167.3, and -215.4 μm at the 3, 6, 12, 24, and 36-month visits (p<0.001 for all). The median cumulative number of anti-VEGF IVI was 3.0, 3.0, 5.0, 7.0, and 9.0, respectively. The overall anti-VEGF switch and IDI combination rates were 18.5% (253/1372 eyes) and 35.0% (480/1372 eyes), respectively.

Conclusion: This largest real-life study of DME from Türkiye demonstrated BCVA gains inferior to randomized controlled trials, mainly due to the lower number of IVI. However, with the lower baseline BCVA and higher IDI combination rates in our cohorts, these gains were relatively superior to other real-life study counterparts.

研究目的本研究旨在报告接受抗血管内皮生长因子(anti-VEGF)玻璃体内注射(IVI)治疗的糖尿病性黄斑水肿(DME)患者的人口统计学和临床特征,并概述土耳其常规临床实践的结果:这项回顾性真实世界研究包括来自土耳其马尔马拉地区亚洲一侧 8 家三级诊所(MARMASIA 研究小组)的 21 位眼科医生按照原方案治疗的 1372 只眼睛(854 位患者)。通过收集患者的基线数据以及 3、6、12、24 和 36 个月的随访数据,建立了五个队列组,其中每个后续队列组可包括前一个队列组。对最佳矫正视力(BCVA,近似ETDRS字母)和黄斑中心厚度(CMT,μm)的变化、就诊次数和IVI、抗血管内皮生长因子转换率和玻璃体内地塞米松植入剂(IDI)联合使用率进行评估:为期 3、6、12、24 和 36 个月的队列分别包括 1372(854)、1352(838)、1185(722)、972(581)和 623(361)只眼睛(患者)。基线 BCVA 和 CMT 的平均值分别为 51.4±21.4 个字母和 482.6±180.3 μm。在3、6、12、24和36个月的回访中,BCVA和CMT与基线相比的平均变化分别为+7.6、+9.1、+8.0、+8.6和+8.4个字母和-115.4、-140.0、-147.9、-167.3和-215.4 μm(p结论:这项土耳其最大规模的 DME 真实研究显示,BCVA 的改善程度不如随机对照试验,主要原因是 IVI 的数量较少。然而,由于我们队列中的基线BCVA较低,IDI合并率较高,这些收益相对优于其他真实生活中的同行研究。
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引用次数: 0
Extraretinal Fibrovascular Proliferation in a Neonate Possibly Associated with an ESAM Gene Variant 新生儿视网膜外纤维血管增生可能与ESAM基因变异有关。
Q3 Medicine Pub Date : 2023-12-21 Epub Date: 2023-11-27 DOI: 10.4274/tjo.galenos.2023.72609
Sadık Etka Bayramoğlu, Nihat Sayın, Mehmet Erdoğan, Sümeyra Doğan, Alper Gezdirici, Merih Çetinkaya

A female infant born with a gestational age of 35 weeks and birth weight of 2500 g was referred for ophthalmic examination on the second postnatal day. Bilateral venous dilatation and arterial tortuosity, severe extraretinal fibrovascular proliferation, and peripheral ischemia were detected. Fluorescein angiography showed profoundly delayed arteriovenous transit and peripheral avascularity. Both eyes were treated with diode laser photocoagulation and bevacizumab injection. Cranial magnetic resonance imaging (MRI) revealed hydrocephalus, ventricular dilatation, and cerebral atrophy. Her family history revealed that the patient’s brother presented to the ophthalmology outpatient clinic at postnatal 3 months with inoperable total retinal detachment and similar cranial MRI findings. No systemic or ocular findings were detected in the parents. A recent study showed that in 13 cases, including our patients, bi-allelic variants in the ESAM gene lead to a new neurodevelopmental disease whose main clinical features include impaired speech and language development, seizures, varying degrees of spasticity, ventriculomegaly, intracranial hemorrhage, and developmental delay/mental disability. Newborn siblings of children with serious pathological retinal findings should undergo a detailed ophthalmic examination as soon as possible after birth to prevent total retinal detachment, even without a diagnosis of specific inherited retinal vascular diseases. Further investigations performed in collaboration with an international network may reveal more candidate gene variants possibly related to retinopathy of prematurity-like ophthalmological findings such as extraretinal fibrovascular proliferation.

出生时胎龄35周,出生体重2500克的女婴于出生后第二天接受眼科检查。双侧静脉扩张和动脉扭曲,视网膜外纤维血管增生严重,外周缺血。荧光素血管造影显示深延迟动静脉运输和周围血管。双眼采用二极管激光光凝和贝伐单抗注射治疗。颅脑磁共振成像(MRI)显示脑积水、脑室扩张和脑萎缩。她的家族史显示,患者的兄弟在出生后3个月就诊于眼科门诊,出现了无法手术的全视网膜脱离和类似的颅脑MRI表现。父母未见全身或眼部病变。最近的一项研究表明,在包括我们的患者在内的13例病例中,ESAM基因的双等位基因变异导致了一种新的神经发育疾病,其主要临床特征包括言语和语言发育受损、癫痫发作、不同程度的痉挛、脑室肿大、颅内出血和发育迟缓/精神残疾。患有严重视网膜病理发现的新生儿兄弟姐妹应在出生后尽快接受详细的眼科检查,以防止视网膜完全脱离,即使没有诊断出特定的遗传性视网膜血管疾病。与国际网络合作进行的进一步调查可能会揭示更多可能与视网膜病变相关的候选基因变异,如视网膜外纤维血管增生。
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引用次数: 0
Surgical Treatment of Bullous Exudative Retinal Detachment Secondary to Atypical Bilateral Central Serous Chorioretinopathy 非典型双侧中央浆液性脉络膜视网膜病变继发大疱性渗出性视网膜脱离的手术治疗。
Q3 Medicine Pub Date : 2023-12-21 Epub Date: 2023-11-28 DOI: 10.4274/tjo.galenos.2023.75233
Hüseyin Baran Özdemir, Murat Yüksel, Murat Hasanreisoğlu, Gökhan Gürelik, Ahmet Murat Sarıcı, İlknur Tuğal-Tutkun, Şengül Özdek

This study aimed to report the diagnostic process, treatment, and follow-up of a patient with bullous exudative retinal detachment (RD) associated with an atypical variant of bilateral central serous chorioretinopathy (CSCR). A 28-year-old woman was referred to our clinic for total bullous RD in the right eye with a vision level of light perception only. She had been previously diagnosed with idiopathic uveal effusion syndrome and treated with systemic corticosteroid therapy with no response, and was referred to us for scleral window surgery. Four-quadrant scleral window surgery with external drainage of the subretinal fluid was performed, resulting in a transient partial attachment of the retina. RD started to progress again within 3 weeks, which prompted comprehensive imaging together with more advanced systemic workup for systemic lupus erythematosus and other rheumatological and immunological diseases. Systemic corticosteroid therapy was initiated during this period but did not stop the progression and was discontinued after a short time. Fluorescein angiography and indocyanine green angiography revealed multifocal choroidal leakage foci and large choroidal vessels without any intraocular inflammation findings and led to the diagnosis of atypical CSCR. Pars plana vitrectomy (PPV), internal drainage of the subretinal fluid, endolaser to the focal leakage areas, and intravitreal aflibercept injection were performed. Visual acuity increased to 0.8 within 8 months after the surgery with no recurrence. Bullous exudative RD is a very rare and atypical form of CSCR, and a favorable outcome can be obtained with PPV and surgical drainage of subretinal fluid followed by laser photocoagulation.

本研究旨在报道大疱性渗出性视网膜脱离(RD)合并双侧中枢浆液性脉络膜视网膜病变(CSCR)的非典型变异的诊断过程、治疗和随访。一位28岁的女性因右眼全大泡性RD而被转介到我们诊所,她的视力水平仅为光感知。她之前被诊断为特发性葡萄膜积液综合征,并接受全身皮质类固醇治疗无反应,并被转介到我们进行巩膜窗手术。采用四象限巩膜窗手术,体外引流视网膜下液,导致视网膜短暂部分附着。RD在3周内再次开始进展,这促使患者进行了全面的影像学检查,并对系统性红斑狼疮和其他风湿病和免疫疾病进行了更深入的全身检查。在此期间开始了全身皮质类固醇治疗,但没有阻止病情进展,并在短时间后停止。荧光素血管造影和吲哚菁绿血管造影显示多灶脉络膜渗漏灶和大脉络膜血管,无任何眼内炎症表现,诊断为不典型CSCR。玻璃体切除术(PPV),视网膜下液内引流,激光照射病灶渗漏区,玻璃体内注射阿布西普。术后8个月内视力恢复到0.8,无复发。大疱性渗出性RD是一种非常罕见和不典型的CSCR形式,采用PPV和手术引流视网膜下液并进行激光光凝治疗可获得良好的结果。
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引用次数: 0
Clinical Findings and Optical Coherence Tomography Measurements of Pediatric Patients with Papilledema and Pseudopapilledema. 小儿视乳头水肿和假性视乳头水肿的临床表现和光学相干断层扫描测量。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.81504
Ayşin Tuba Kaplan, Sibel Öskan Yalçın, Safiye Güneş Sağer

Objectives: To compare the clinical findings and multimodal imaging of pediatric patients diagnosed with papilledema and pseudopapilledema with those of healthy individuals.

Materials and methods: Ninety children (<18 years of age) referred for suspected papilledema were included in this study. All patients underwent optical coherence tomography (OCT) imaging and were compared with normal control subjects.

Results: Fifty-eight children diagnosed with pseudopapilledema, 32 children with mild-to-moderate papilledema, and 40 controls were evaluated. The average and all quadrants of retinal nerve fiber layer (RNFL) thickness were significantly higher in the papilledema group than in the pseudopapilledema and control groups (p<0.001). Bruch's membrane opening (BMO) measurements were similar in both groups (p>0.05). The average, nasal, and temporal RNFL thicknesses were significantly higher in the pseudopapilledema group compared with the controls (p<0.001). Area under the receiver operating characteristic (ROC) curve showed high diagnostic ability for RNFL thickness in all quadrants to differentiate papilledema from pseudopapilledema (p<0.001). In the pseudopapilledema group, average, temporal, and inferior RNFL thickness and BMO measurements were significantly higher in eyes with optic nerve head drusen (n=28) compared with those without drusen (n=88) (p=0.035, p=0.022, p=0.040 and, p=0.047 respectively).

Conclusion: Papilledema and pseudopapilledema show great differences in evaluation, follow-up, and prognosis. Using non-invasive methods such as newly developed OCT techniques in differential diagnosis can relieve patients with pseudopapilledema from the stress and financial burden of expensive, extensive, and invasive procedures.

目的:比较诊断为视乳头水肿和假性视乳头水肿的儿童患者与健康人的临床表现和多模式成像。材料和方法:90名儿童(结果:58名诊断为假性视乳头水肿的儿童、32名轻度至中度视乳头水肿儿童和40名对照组接受了评估。视乳头水肿组的视网膜神经纤维层(RNFL)平均厚度和所有象限厚度均显著高于假性视乳头瘤组和对照组(p0.05),与对照组相比,假性视乳头水肿组的时间RNFL厚度明显更高(结论:视乳头水肿和假性视乳头水肿在评估、随访和预后方面存在很大差异。使用非侵入性方法,如新开发的OCT技术进行鉴别诊断,可以减轻假性视乳头瘤患者昂贵、广泛和侵入性手术的压力和经济负担。
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引用次数: 0
Combining Perfluorobutylpentane (F4H5) with Glaucoma Drainage Device Implantation for Silicone Oil-Induced Glaucoma: A Pilot Study. 全氟丁基戊烷(F4H5)联合青光眼引流装置植入治疗硅油诱发青光眼的初步研究。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.95825
Stylianos A Kandarakis, Petros Petrou, Spyridon Doumazos, Konstantina Chronopoulou, Leonidas Doumazos, Ioannis Halkiadakis, Ilias Georgalas

Objectives: Our aim was to perform a perfluorobutylpentane (F4H5) washout in conjunction with glaucoma drainage device (GDD) placement in patients with silicone oil (SO)-induced glaucoma. In this report we present our preliminary results concerning the effectiveness in clearing the SO and the safety of the procedure.

Materials and methods: Eight patients who previously underwent pars plana vitrectomy with SO tamponade due to retinal detachment were selected. Removal of SO was performed on average 10 months after initial surgery. All patients developed glaucoma with evidence of SO remnants in the anterior chamber (AC) and angle. Removal of the remaining SO with F4H5 washout was performed in all cases with concomitant insertion of a GDD to treat the refractory glaucoma. Intraocular pressure (IOP), SO remnants, endothelial cell count, and need for glaucoma medications were evaluated up to 12 months after the surgical procedure.

Results: All patients had uneventful surgery with no major complications 12 months postoperatively. A marked reduction of SO remnants in the AC and angle was observed in all cases after surgery. There was a 60.9% decrease in mean IOP 12 months postoperatively (p<0.05) and the need for glaucoma medication was lower in all patients (mean topical medicines: 4 preoperatively vs. 0.75±0.89 postoperatively; p<0.05). Endothelial cell density showed no significant change (mean 2012±129 cells/mm2 preoperatively vs. 1985±134 cells/mm2 postoperatively; p>0.05), and there were no signs of corneal edema.

Conclusion: F4H5 is an effective emulsifier for removing SO remnants and may be safely used in conjunction with GDD placement in order to control IOP in eyes with silicone oil-induced glaucoma.

目的:我们的目的是对硅油(SO)诱导的青光眼患者进行全氟丁基戊烷(F4H5)冲洗并放置青光眼引流装置(GDD)。在本报告中,我们介绍了关于清除SO的有效性和程序安全性的初步结果。材料和方法:选择8例先前因视网膜脱离而接受平坦部玻璃体切割并SO填塞的患者。SO的去除平均在初次手术后10个月进行。所有患者均出现青光眼,前房(AC)和房角有SO残留。在所有病例中,用F4H5冲洗去除剩余的SO,同时插入GDD治疗难治性青光眼。术后12个月评估眼压(IOP)、SO残留、内皮细胞计数和青光眼药物需求。结果:所有患者术后12个月均顺利完成,无重大并发症。术后所有病例的AC和angle中SO残留均明显减少。术后12个月的平均眼压下降了60.9%(术前p2与术后1985±134个细胞/mm2相比;p>0.05),并且没有角膜水肿的迹象。结论:F4H5是一种有效的去除SO残留的乳化剂,可安全地与GDD联合应用,以控制硅油诱导青光眼的眼压。
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引用次数: 0
Epithelial Inoculation After Small-Incision Lenticule Extraction (SMILE): A Case Report. 小切口晶状体摘除(SMILE)后的上皮接种:一例报告。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.14825
Sibel Ahmet, Ahmet Kırgız, Fevziye Öndeş Yılmaz, Mehmet Özgür Çubuk, Nilay Kandemir Beşek

Epithelial ingrowth is a rare condition that is generally seen after laser in situ keratomileusis (LASIK) and has been reported in the literature in a small number of cases after small-incision lenticule extraction (SMILE) surgery. "Epithelial inoculation" should also be considered in patients presenting with decreased vision and an appearance similar to epithelial ingrowth in the early period after SMILE surgery. A 23-year-old woman presented to our clinic with a request for refractive surgery. Her manifest refractions were -7.50 -1.00 x 180° in the right eye and -7.25 -1.00 x 150° in the left eye, and best corrected distance visual acuity was 10/10 in both eyes. The SMILE procedure was performed with the Visumax femtosecond laser (Carl Zeiss Meditec AG). Slit-lamp examination at postoperative 1 week revealed a small grayish-white intrastromal opacity resembling epithelial ingrowth in the central optic axis of the right eye. Irrigation of the interface was performed with balanced salt solution using an irrigation cannula and the epithelial cluster was removed. The patient remained clinically stable 6 months after surgery and has experienced no recurrence. When epithelial inoculation is observed early after SMILE surgery, immediate irrigation of the interface appears to be an effective and safe treatment.

上皮向内生长是一种罕见的情况,通常在激光原位角膜磨镶术(LASIK)后出现,文献中也有少量小切口晶状体摘除术(SMILE)后的病例报道。SMILE手术后早期出现视力下降和类似上皮向内生长的患者也应考虑“上皮接种”。一位23岁的女性向我们的诊所提出了屈光手术的要求。她的明显屈光度右眼为-7.50-1.00 x 180°,左眼为-7.25-1.00 x 150°,双眼最佳矫正远视敏度为10/10。SMILE程序使用Visumax飞秒激光器(Carl Zeiss Meditec AG)进行。术后1周裂隙灯检查显示,右眼中央视轴有一个类似上皮向内生长的小灰白色层内混浊。使用冲洗套管用平衡盐溶液对界面进行冲洗,并去除上皮簇。患者在手术后6个月临床稳定,没有复发。当SMILE手术后早期观察到上皮接种时,立即冲洗界面似乎是一种有效和安全的治疗方法。
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引用次数: 0
Letter to the Editor Re: Bacillary Layer Detachment in Acute Vogt-Koyanagi-Harada Disease. 致编辑的信回复:急性Vogt Koyanagi Harada病中的细菌层分离。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.37739
Nazima Ali, Rachael Niederer, Aliyah Thotathil
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引用次数: 0
Management of Myopic Maculopathy: A Review. 近视性黄斑病变的治疗:综述。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.59844
William J Anderson, Levent Akduman

Myopia, including pathologic myopia, has seen a significant increase in prevalence in recent years. It is a significant cause of irreversible vision loss worldwide and prediction models demonstrate the substantial future impact on the population. With increased awareness and research, it is possible to prevent blindness on a large scale in the younger, productive age group affected by myopic maculopathy (MM). The vision-threatening manifestations of pathologic myopia include myopic choroidal neovascularization, macular atrophy, maculoschisis, macular hole, and retinal detachment. Myopic traction maculopathy (MTM) is a progressive manifestation of pathologic myopia and its treatment includes pars plana vitrectomy, macular buckle, or a combination. In this article we aim to review the diagnosis, clinical characteristics, and treatment of MM with an emphasis on recent developments in the surgical management of MTM. We discuss commercially available macular buckles, along with potential advantages to the use of macular buckle in MM. We review the new MTM staging system and its role in determining surgical management of these complex cases.

近视,包括病理性近视,近年来患病率显著上升。它是全球范围内不可逆转的视力丧失的重要原因,预测模型表明了未来对人口的巨大影响。随着意识的提高和研究的深入,有可能在受近视黄斑病变(MM)影响的年轻、多产年龄组大规模预防失明。病理性近视的视力威胁表现包括近视脉络膜新生血管、黄斑萎缩、黄斑裂、黄斑裂孔和视网膜脱离。近视牵引性黄斑病变(MTM)是病理性近视的一种渐进性表现,其治疗包括平坦部玻璃体切除术、黄斑带扣术或联合治疗。在这篇文章中,我们旨在回顾MM的诊断、临床特征和治疗,重点介绍MTM手术治疗的最新进展。我们讨论了商业上可买到的黄斑带扣,以及在MM中使用黄斑带扣的潜在优势。我们回顾了新的MTM分期系统及其在确定这些复杂病例的手术管理中的作用。
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引用次数: 0
Detection and Classification of Diabetic Macular Edema with a Desktop-Based Code-Free Machine Learning Tool. 使用基于桌面的无代码机器学习工具检测和分类糖尿病黄斑水肿。
Q3 Medicine Pub Date : 2023-10-19 DOI: 10.4274/tjo.galenos.2023.92635
Furkan Kırık, Büşra Demirkıran, Cansu Ekinci Aslanoğlu, Arif Koytak, Hakan Özdemir

Objectives: To evaluate the effectiveness of the Lobe application, a machine learning (ML) tool that can be used on a personal computer without requiring coding expertise, in the recognition and classification of diabetic macular edema (DME) in spectral-domain optical coherence tomography (SD-OCT) scans.

Materials and methods: A total of 695 cross-sectional SD-OCT images from 336 patients with DME and 200 OCT images of 200 healthy controls were included. Images with DME were classified into three main types: diffuse retinal edema (DRE), cystoid macular edema (CME), and cystoid macular degeneration (CMD). To develop the ML model, we used the desktop-based code-free Lobe application, which includes a pre-trained ResNet-50 V2 convolutional neural network and is available free of charge. The performance of the trained model in recognizing and classifying DME was evaluated with 41 DRE, 28 CMD, 70 CME, and 40 normal SD-OCT images that were not used in the training.

Results: The developed model showed 99.28% sensitivity and 100% specificity for class-independent detection of DME. Sensitivity and specificity by labels were 87.80% and 98.57% for DRE, 96.43% and 99.29% for CME, and 95.71% and 95.41% for CMD, respectively.

Conclusion: To our knowledge, this is the first evaluation of the effectiveness of Lobe with ophthalmological images, and the results indicate that it can be used with high efficiency in the recognition and classification of DME from SD-OCT images by ophthalmologists without coding expertise.

目的:评估Lobe应用程序在光谱域光学相干断层扫描(SD-OCT)中识别和分类糖尿病黄斑水肿(DME)方面的有效性。Lobe是一种机器学习(ML)工具,可在个人计算机上使用,无需编码专业知识。材料和方法:纳入336名DME患者的695张横截面SD-OCT图像和200名健康对照的200张OCT图像。DME图像分为三种主要类型:弥漫性视网膜水肿(DRE)、黄斑囊样水肿(CME)和黄斑囊样变性(CMD)。为了开发ML模型,我们使用了基于桌面的无代码Lobe应用程序,该应用程序包括预训练的ResNet-50 V2卷积神经网络,并且是免费的。使用41个DRE、28个CMD、70个CME和40个未在训练中使用的正常SD-OCT图像来评估训练模型在识别和分类DME方面的性能。结果:所建立的模型对DME的独立类别检测显示出99.28%的灵敏度和100%的特异性。DRE的敏感性和特异性分别为87.80%和98.57%,CME为96.43%和99.29%,CMD为95.71%和95.41%。结论:据我们所知,这是首次用眼科图像评估Lobe的有效性,结果表明,在没有编码专业知识的情况下,眼科医生可以高效地从SD-OCT图像中识别和分类DME。
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引用次数: 0
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Turkish Journal of Ophthalmology
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