Idiopathic epiretinal membrane

特发性视网膜前膜
  • 文章类型: Journal Article
    目的:本文的目的是评估特发性视网膜前膜(iERM)手术后黄斑微血管的变化及其与视力结果的相关性。方法:本回顾性病例系列包括47只眼进行iERM手术。中央凹无血管区(FAZ)区域,使用光学相干断层扫描血管造影(OCTA)评估浅层和深层毛细血管丛(SCP和DCP)的血管密度(VD)。术前和术后检查了OCTA参数与最佳矫正视力(BCVA)之间的关联。进行回归分析以确定视觉恢复的潜在预测因素。结果:在基线,iERM眼的FAZ面积明显小于对照眼(p<0.001)。在SCP和DCP中,iERM眼的黄斑VD也较低(p<0.001)。术前BCVA与DCP中的FAZ面积(r=-0.499,p<0.001)和黄斑VD(r=-0.422,p=0.003)呈负相关。在SCP(r=-0.394,p=0.006)和DCP(r=-0.569,p<0.001)中,术后BCVA与黄斑VD之间也呈负相关。在双变量分析中,年龄,术前BCVA,iERM阶段,SCP中的基线黄斑VD与术后6个月时的BCVA显著相关。多因素回归分析显示,术前BCVA是iERM眼视力结果的唯一预测因子(p<0.001)。结论:特发性视网膜前膜(iERM)引起微血管改变,包括浅毛细血管丛(SCP)和深毛细血管丛(DCP)的中央凹无血管区(FAZ)收缩和黄斑血管密度(VD)降低。这些变化与术前和/或术后最佳矫正视力(BCVA)显着相关。然而,这些改变似乎对iERM患者的视觉结局无预后价值.
    Purpose: The purpose of this paper is to evaluate macular microvascular changes and their correlation with visual outcomes after idiopathic epiretinal membrane (iERM) surgery. Methods: Forty-seven eyes operated for iERM were included in this retrospective case series. The foveal avascular zone (FAZ) area, and the vessel density (VD) in the superficial and the deep capillary plexus (SCP and DCP) were evaluated using optical coherence tomography angiography (OCTA). The association between the OCTA parameters and best-corrected visual acuity (BCVA) was examined preoperatively and postoperatively. Regression analyses were conducted to determine the potential predictive factors for visual recovery. Results: At baseline, the FAZ area in iERM eyes was significantly smaller than that in the control eyes (p < 0.001). iERM eyes also had a lower macular VD in both the SCP and the DCP (p < 0.001). Preoperative BCVA was negatively correlated with the FAZ area (r = -0.499, p < 0.001) and macular VD in the DCP (r = -0.422, p = 0.003). A negative correlation was also found between postoperative BCVA and macular VD in both the SCP (r = -0.394, p = 0.006) and the DCP (r = -0.569, p < 0.001). In the bivariate analyses, age, preoperative BCVA, iERM stage, and baseline macular VD in the SCP were significantly associated with BCVA at 6 months post-surgery. Multivariate regression analysis revealed that the preoperative BCVA was the only predictor of visual outcomes in iERM eyes (p < 0.001). Conclusions: Idiopathic epiretinal membrane (iERM) causes microvascular changes, including foveal avascular zone (FAZ) contraction and decreased macular vessel density (VD) in both the superficial capillary plexus (SCP) and the deep capillary plexus (DCP). These changes were significantly correlated with pre- and/or postoperative best-corrected visual acuity (BCVA). However, none of these alterations appeared to have prognostic value for visual outcomes in patients with iERM.
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  • 文章类型: Journal Article
    背景:本研究的目的是评估诊断为特发性视网膜前膜(IEM)的患者在晶状体切除术后新产生的单焦点人工晶状体(IOL)的临床结果和生活质量。
    方法:在这项前瞻性研究中,42例IEM和白内障患者接受了平坦部玻璃体切除术(PPV)。将其分为ICB00组(21例)和ZCB00组(21例)。比较两组患者手术前后的数据,包括未矫正的远距视力(UDVA),未矫正视力(UIVA),视觉相关生活质量(VRQOL),眼内压(IOP),对比敏感度(CS),和中央黄斑厚度(CMT)。
    结果:两组的术前特征无明显差异。然而,在手术后6个月的随访中,UDVA有显著改善(p<0.001),UIVA(p<0.001),VRQOL(p<0.001),CS(p<0.001),和CMT(p<0.001)与基线相比。值得注意的是,与TecnisZCB00组相比,EyhanceICB00组在术后6个月时显示出明显更高的UCIVA值(p=0.001),而其他参数在各组之间没有显着差异。
    结论:EyhanceIOL显著改善了中距离视力,去除IEM后,与TecnisZCB00IOL相比,生活质量或对比敏感度没有显着差异。它似乎是白内障和玻璃体视网膜联合手术的有利选择,为日常任务提供增强的视野,并为传统的单焦点IOL提供有希望的替代方案。
    BACKGROUND: The purpose of this study was to evaluate the clinical outcomes and quality of life of newly generated monofocal intraocular lens (IOL) in patients diagnosed with idiopathic epiretinal membrane (IEM) following phacovitrectomy.
    METHODS: In this prospective study, 42 patients with IEM and cataract underwent pars plana vitrectomy. They were divided into the ICB00 group (21 patients) and the ZCB00 group (21 patients). Data collected before and after the surgery were compared between the two groups, including uncorrected distance visual acuity (UDVA), uncorrected intermediate visual acuity (UIVA), vision-related quality of life (VRQOL), intraocular pressure, contrast sensitivity (CS), and central macular thickness (CMT).
    RESULTS: The preoperative characteristics of the two groups showed no significant differences. However, at the 6-month follow-up after surgery, there were significant improvements in UDVA (p < 0.001), UIVA (p < 0.001), VRQOL (p < 0.001), CS (p < 0.001), and CMT (p < 0.001) compared to baseline. Notably, the Eyhance ICB00 group showed a significantly higher UCIVA value at 6 months post-surgery when compared to the Tecnis ZCB00 group (p = 0.001), while other parameters did not show significant differences between the groups.
    CONCLUSIONS: The Eyhance IOL significantly improved both intermediate and distance visual acuity, with no notable difference in quality of life or CS compared to the Tecnis ZCB00 IOL after IEM removal. It appears to be a favorable choice for combined cataract and vitreoretinal surgery, offering enhanced vision for daily tasks and a promising alternative to traditional monofocal IOLs.
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  • 文章类型: Journal Article
    目的:在考虑异位内中央凹层(EIFL)分期方案的基础上,探讨特发性视网膜前膜(iERM)去除联合曲安奈德(TA)注射的黄斑形态学和视力结果。
    方法:回顾性病例对照研究。回顾性分析2018年至2022年接受玻璃体切割治疗的84例患者的84只眼的临床资料。将登记的受试者分为TA组和非TA组。51只眼在玻璃体切除术和ERM剥离后接受玻璃体内TA注射(TA组),33例仅接受标准玻璃体切割术和ERM剥离(非TA组)治疗。术前、术后EIFL分期,中央凹厚度(CFT),比较两组的最佳矫正视力(BCVA)。
    结果:平均随访7.69±3.68个月后,两组EIFL分期均有显著改善(P<0.01),在TA组中没有观察到明显的优势。TA和非TA组在56.86和63.64%的眼睛中表现出EIFL阶段的改善,分别为(P=0.43)。末次访视时,两组患者的CFT和BCVA均有显著改善(P<0.01)。然而,非TA组的CFT在随访期间表现出更显著的降低(P<0.03)。亚组分析显示,在有或没有持续EIFL的情况下,两组之间的术后CFT和BCVA没有显着差异(P>0.10)。
    结论:我们的研究结果表明,去除ERM后玻璃体内联合注射TA在减轻黄斑增厚或改善iERM视力方面没有显著益处。
    OBJECTIVE: To investigate the macular morphological and visual outcomes of combined idiopathic epiretinal membrane (iERM) removal with triamcinolone acetonide (TA) injection based on consideration of the ectopic inner foveal layer (EIFL) staging scheme.
    METHODS: Retrospective case-control study. The clinical data of 84 eyes of 84 patients who underwent vitrectomy for iERM between 2018 and 2022 were reviewed. The enrolled subjects were divided into the TA and non-TA groups. Fifty-one eyes received intravitreal TA injection following vitrectomy and ERM peeling (TA group), and 33 were only treated by standard vitrectomy and ERM peeling (non-TA group). Preoperative and postoperative EIFL stages, central foveal thickness (CFT), and best-corrected visual acuity (BCVA) were compared between both groups.
    RESULTS: After a mean follow-up of 7.69 ± 3.68 months, both groups exhibited significant improvement in EIFL stages (P < 0.01), with no discernible advantage observed in the TA group. The TA and non-TA groups demonstrated improvement in the EIFL stages in 56.86 and 63.64% of eyes, respectively (P = 0.43). The CFT and BCVA significantly improved in both groups at the final visit (P < 0.01). However, CFT in the non-TA group displayed a more significant reduction during the follow-up (P < 0.03). Subgroup analysis revealed no significant differences in postoperative CFT and BCVA between the two groups in cases with or without continuous EIFL (P > 0.10).
    CONCLUSIONS: Our findings indicate that combined intravitreal TA injection following ERM removal conferred no significant benefits in alleviating macular thickening or improving visual acuity in iERM.
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  • 文章类型: Journal Article
    目的:研究局部非甾体抗炎药(NSAIDs,)同时进行白内障和特发性视网膜前膜(iERM)手术时,溴芬酸对视网膜内囊性病变(IRC)。
    方法:本研究纳入了玻璃体切除术后随访6个月的iERM患者,膜去除,同时进行白内障手术。眼睛用或不用局部溴芬酸处理。获得基线荧光素血管造影(FA)以评估微血管渗漏(ML)。黄斑的结构变化,使用光学相干断层扫描(OCT)评估包括IRC和中央黄斑厚度(CMT).主要结果指标是IRC的变化和关于FA结果的最佳矫正视力(BCVA)。
    结果:纳入118只眼。IRC和ML分别有51只眼(43.2%)和63只眼(53.4%),分别。IRC未显示与ML的任何关联。总计,29只眼(24.6%)用局部溴芬酸治疗(A组)。与B组相比,局部溴芬酸在预防新开发的IRC和治疗预先存在的IRC方面没有显示出有益效果.无论ML是否存在,局部溴芬酸对BCVA和IRC的变化没有显示任何不同的影响.
    结论:同时进行白内障和ERM手术时,局部NSAIDs,溴芬酸在有和没有ML的情况下对IRC的预防和治疗均未显示出有益作用。
    OBJECTIVE: To investigate the effect of topical nonsteroidal anti-inflammatory drugs (NSAIDs,) bromfenac on the intraretinal cystic lesions (IRC) when performing simultaneous cataract and idiopathic epiretinal membrane (iERM) surgery.
    METHODS: This study included patients with iERM who had been followed up for 6 months after vitrectomy, membrane removal, and concurrent cataract surgery. Eyes were treated with topical bromfenac or not. The baseline fluorescein angiography (FA) was obtained to assess the microvascular leakage (ML). Structural changes of macula, including IRC and central macular thickness (CMT) were assessed using optical coherence tomography (OCT). The main outcome measures were changes in IRCs and best-corrected visual acuity (BCVA) regarding FA findings.
    RESULTS: One hundred eighteen eyes were included. IRC and ML were observed in 51 eyes (43.2%) and 63 eyes (53.4%), respectively. The IRC did not show any association with the ML. Of total, 29 eyes (24.6%) were treated with topical bromfenac (Group A). Compared to Group B, topical bromfenac did not show beneficial effects in aspect of preventions for the newly developed IRC and treatment for pre-existed IRC. Whether the ML existed or not, topical bromfenac did not show any different effect on the changes in BCVA and IRC.
    CONCLUSIONS: When performing simultaneous cataract and ERM surgery, topical NSAIDs, bromfenac did not show beneficial effects on the preventions and treatment of IRC in both eyes with and without the ML.
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  • 文章类型: Journal Article
    目的:研究玻璃体切除术和玻璃体内地塞米松(DEX)植入对晚期特发性视网膜前膜(IERM)患者视网膜生物标志物的影响,并评估该治疗的解剖和功能结局。
    方法:这项回顾性研究纳入了41例接受玻璃体切除术的晚期IERM患者,并根据玻璃体内DEX植入分为平坦部玻璃体切除术(PPV)组(20只眼)和地塞米松(DEX)组(21只眼)。我们收集了最佳矫正视力(BCVA)的数据,黄斑中心厚度(CMT),视网膜内层的解体(DRIL),视网膜下液,视网膜内膀胱样变化(IRC),内外段层的完整性,和眼压。
    结果:两组BCVA均有显著改善;DEX组在1个月和6个月时视力增加较高(P分别为0.002和0.023)。两组术后CMT逐渐降低,DEX组在1个月和6个月时表现出更大的下降(分别为P=0.009和0.033)。手术后六个月,与PPV组相比,DEX组的DRIL和IRC评分显著改善(P=0.037和0.038).多因素回归分析显示,术中植入DEX的患者更有可能出现较基线显著的CMT降低(≥100μm)(比值比(OR),9.44;95%置信区间(CI),1.58-56.56;P=0.014)术后6个月出现DRIL的可能性较小(OR,0.08;95%CI,0.01-0.68;P=0.021)。
    结论:晚期IERM患者行玻璃体切除联合玻璃体腔内植入DEX可促进术后视力恢复和解剖学结局的改善。有效降低CMT,提高DRIL。
    OBJECTIVE: To investigate the effects of vitrectomy and intravitreal dexamethasone (DEX) implantation on retinal biomarkers in patients with advanced idiopathic epiretinal membrane (IERM) and to evaluate this treatment\'s anatomical and functional outcomes.
    METHODS: This retrospective study included 41 patients with advanced IERM who underwent vitrectomy and were divided into a pars plana vitrectomy (PPV) group (20 eyes) and a dexamethasone (DEX) group (21 eyes) based on intravitreal DEX implantation. We collected data on best-corrected visual acuity (BCVA), central macular thickness (CMT), disorganization of the retinal inner layers (DRIL), subretinal fluid, intraretinal cystoid changes (IRC), integrity of the inner-outer segment layer, and intraocular pressure.
    RESULTS: BCVA improved significantly in both groups; the DEX group had a higher visual acuity gain at 1 and 6 months (P = 0.002 and 0.023, respectively). Postoperative CMT gradually decreased in both groups, with the DEX group showing a greater decrease at 1 and 6 months (P = 0.009 and 0.033, respectively). Six months after surgery, the DRIL and IRC grades in the DEX group were significantly improved compared to those in the PPV group (P = 0.037 and 0.038, respectively). Multivariate regression analyses revealed that patients with intraoperative DEX implants were more likely to have a significant CMT reduction (≥ 100 μm) from baseline (odds ratio (OR), 9.44; 95% confidence intervals (CI), 1.58-56.56; P = 0.014) at 6 months and less likely to exhibit DRIL at 6 months postoperatively (OR, 0.08; 95% CI, 0.01-0.68; P = 0.021).
    CONCLUSIONS: Vitrectomy combined with intravitreal DEX implantation facilitates the recovery of postoperative visual acuity and improvement of anatomical outcomes in patients with advanced IERM, effectively reducing CMT and improving DRIL.
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  • 文章类型: Journal Article
    背景:特发性视网膜前膜(iERM)是一种常见的玻璃体视网膜界面疾病,其特征是视力下降和变形。本研究旨在分析iERM患者视网膜解剖改变与功能结局之间的关系,从而得出视力(VA)和变形视神经的预后因素。
    方法:这项回顾性研究纳入了45例患者(每个患者一只眼;总共45只眼),这些患者接受了由一名外科医生进行的平坦部玻璃体切除术和iERM膜剥离。手术前和手术后1、3、6个月获得了最佳矫正视力(BCVA)和变形视的结果以及视网膜图像。BCVA和视网膜微结构,包括中央视网膜厚度(CRT),神经节细胞层(GCL)厚度,内部核层(INL)和外部核层+外部丛状层(ONL+OPL),使用配对样本t检验(连续变量)或卡方检验(分类变量)比较iERM手术前后的光感受器内/外节(IS/OS)连接的连续性。进行多元回归分析以探讨BCVA,M-score,和光学相干层析成像得出的参数。
    结果:与术前数据相比,术后1、3和6个月观察到BCVA的显着改善(t=5.37,p<0.0001;t=7.29,p<0.0001;t=6.44,p<0.0001术后1、3和6个月,分别),而M评分仅在手术后3个月和6个月显著降低(t=2.36,p=0.02;t=5.00,p<0.0001)。与基线相比,CRT,INL,术后各随访时间ONL+OPL厚度均有明显下降,GCL厚度(t=3.86,p=0.0002)和IS/OS破坏率(χ2=4.86,p=0.027)仅在术后6个月显着降低。术后6个月BCVA与术前CRT和ONL+OPL厚度显著相关,以及术后CRT,ONL+OPL厚度,以及IS/OS中断的严重程度。此外,术后M评分与术前和术后INL和CRT厚度均显著相关.
    结论:玻璃体切除术后iERM患者的VA和M评分均明显改善。术前和术后CRT与术后BCVA和M评分显着相关。此外,术前和术后INL厚度与术后变形相关,术后BCVA与术后ONL+OPL厚度和IS/OS完整性相关。
    BACKGROUND: Idiopathic epiretinal membrane (iERM) is a common disorder of the vitreomacular interface characterized by decreased visual acuity and metamorphopsia. This study aimed to analyze the association between the anatomical change of the retina and functional outcomes in iERM patients so as to derive the prognostic factors of visual acuity (VA) and metamorphopsia.
    METHODS: Forty-five patients (one eye per patient; 45 eyes in total) who underwent pars plana vitrectomy and membrane peeling for iERM by a single surgeon were enrolled in this retrospective study. The results on best-corrected visual acuity (BCVA) and metamorphopsia as well as retinal images were obtained before the surgery and 1, 3, 6 months after the surgery. The BCVA and retinal microstructure, including central retinal thickness (CRT), ganglion cell layer (GCL) thickness, inner nuclear layer (INL) and outer nuclear layer + outer plexiform layer (ONL+OPL), and continuity of photoreceptor inner/outer segment (IS/OS) junction before and after iERM surgery were compared using paired samples t-test (continuous variables) or Chi-square test (categorical variables). Multiple regression analysis was carried out to explore the association among BCVA, M-score, and the parameters derived from optical coherence tomography.
    RESULTS: Compared with preoperative data, a significant improvement in BCVA was observed 1, 3, and 6 months postoperatively (t = 5.37, p < 0.0001; t = 7.29, p < 0.0001; t = 6.44, p < 0.0001 for 1, 3, and 6 months postoperatively, respectively), whereas the M-score only decreased significantly 3 and 6 months after the surgery (t = 2.36, p = 0.02; t = 5.00, p < 0.0001, respectively). In comparison with the baseline, the CRT, INL, and ONL+OPL thickness showed a significant decrease at each postoperative follow-up time, and GCL thickness (t = 3.86, p = 0.0002) and IS/OS disruption ratio (χ2 = 4.86, p = 0.027) were markedly reduced only 6 months postoperatively. Six-month postoperative BCVA was considerably associated with preoperative CRT and ONL+OPL thickness, as well as postoperative CRT, ONL+OPL thickness, and severity of IS/OS disruption. Moreover, the M-score after surgery was markedly correlated with both the preoperative and postoperative INL and CRT thickness.
    CONCLUSIONS: Both VA and M-score in iERM patients were significantly improved after vitrectomy. Pre- and post-operative CRT was significantly associated with both postoperative BCVA and M-score. Besides, pre- and post-operative INL thickness was correlated to postoperative metamorphopsia, and postoperative BCVA was associated with postoperative ONL+OPL thickness and IS/OS integrity.
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  • 文章类型: Journal Article
    评估80岁以上患者特发性视网膜前膜(ERM)手术的疗效和安全性。
    连续接受玻璃体切割(PPV)联合ERM和球后麻醉内界膜剥离(ILM)的患者。根据年龄,将患者分为老年组(≥80岁)和对照组(<80岁)。以最佳矫正视力(BCVA)和手术并发症为主要测量指标。
    这项研究包括43例80至91岁患者的43只眼和86例54至79岁患者的86只眼。手术干预在老年组和对照组中均显著改善了BCVA(分别为p=0.005和p<0.001)。统计学分析显示两组间手术并发症发生率差异无统计学意义(p=0.631)。两组均未因球后麻醉并发症而延误或取消手术。严重的焦虑,或围手术期的身体不适。此外,没有病人需要第二次手术。此外,没有中风,心肌梗塞,或死亡发生在随访期间。所有手术并发症均得到满意治疗。
    我们的结果表明,PPV联合ERM和ILM剥皮并进行球后麻醉对80岁以上的老年患者是有效且安全的。仅基于年龄,我们认为年龄增长不应成为特发性ERM手术的危险因素.
    UNASSIGNED: To evaluate the efficacy and safety of idiopathic epiretinal membrane (ERM) surgery in patients aged over 80 years.
    UNASSIGNED: Consecutive patients who underwent pars plana vitrectomy (PPV) combined with ERM and internal limiting membrane (ILM) peeling with retrobulbar anesthesia were recruited. Based on age, the patients were divided into the elderly group (≥ 80 years of age) and the control group (< 80 years of age). The best-corrected visual acuity (BCVA) and surgical complications were regarded as the main measurement indicators.
    UNASSIGNED: This study included 43 eyes from 43 patients aged 80 to 91 years and 86 eyes from 86 patients aged 54 to 79 years. Surgical intervention substantially improved BCVA both in the elderly and control groups (p = 0.005 and p < 0.001, respectively). Statistical analyses showed no significant difference in the incidence of surgical complications between the two groups (p = 0.631). The operations in either group were not delayed or canceled for the reason of complications of retrobulbar anesthesia, severe anxiety, or physical discomfort in the perioperative period. Moreover, no patient required a second operation. Also, no stroke, myocardial infarction, or death occurred during the follow-up period. All the surgical complications were treated satisfactorily.
    UNASSIGNED: Our outcomes indicate that PPV combined with ERM and ILM peeling with retrobulbar anesthesia is effective and safe in elderly patients aged 80 years or older. Based on age alone, we believe that advancing age should not be the risk factor for idiopathic ERM surgery.
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  • 文章类型: Journal Article
    据报道,术前特发性视网膜前膜(ERM)患者发生假晶状体囊样黄斑水肿(PCME)的风险更高;然而,PCME的形成是否取决于ERM的等级尚未得到很好的确定。我们对术前诊断为特发性ERM并接受白内障手术的78例患者的87只眼进行了回顾性病例对照研究。患者分为两组:PCME组和非PCME组。白内障手术后,使用Gass和Govetto分类对ERM状态进行分级.术后黄斑中心厚度(CMT)和ERM分级均增加,PCME组术前CMT和ERM分级较高。在Govetto分类中,高等级ERM与PCME发展之间的关联显着(2级,比值比(OR):3.13;3级,OR:3.93;4级,OR:16.07)。研究结果表明,在白内障手术前应密切注意存在异位内凹的ERM患者。
    A higher risk of pseudophakic cystoid macular edema (PCME) has been reported in patients with preoperative idiopathic epiretinal membrane (ERM); however, whether the formation of PCME depends on the grade of ERM has not been well established. We conducted a retrospective case-control study of 87 eyes of 78 patients who were preoperatively diagnosed with idiopathic ERM and had undergone cataract surgery. Patients were divided into two groups: PCME and non-PCME groups. After cataract surgery, the ERM status was graded using the Gass and Govetto classifications. Both the central macular thickness (CMT) and ERM grade increased after surgery, and higher preoperative CMT and ERM grades were found in the PCME group. The association between higher-grade ERM and the development of PCME was significant in the Govetto classification (grade 2, odds ratio (OR): 3.13; grade 3, OR: 3.93; and grade 4, OR: 16.07). The study results indicate that close attention should be given to patients with ERM with the presence of an ectopic inner foveal layer before cataract surgery.
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  • 文章类型: Journal Article
    背景:开发一种基于术前光学相干断层扫描(OCT)训练的深度学习(DL)模型,以自动预测特发性视网膜前膜(iERM)患者术后6个月的视力结果。
    方法:在这项回顾性队列研究中,共纳入442眼(共5304张图像),用于DL和多模态深度融合网络(MDFN)模型的开发.所有的眼睛被随机分配到一个有265只眼睛的训练数据集(60.0%),89只眼睛的验证数据集(20.1%),和内部测试数据集,其余88只眼睛(19.9%)。用于预测的输入变量包括黄斑OCT图像和不同的临床数据。Inception-Resnet-v2网络用于估计术后6个月的最佳矫正视力(BCVA)。同时,使用训练数据集中的临床数据和OCT参数建立了用于预测术后BCVA的回归模型.随后使用测试数据集评估模型的可靠性。
    结果:预测DL算法在测试数据集中表现出0.070logMAR的平均绝对误差(MAE)和0.11logMAR的均方根误差(RMSE)。DL模型表现出稳健的有希望的性能,R2=0.80,尤其优于回归模型的R2=0.49。在测试数据集中,BCVA预测误差在±0.20logMAR内的百分比为94.32%。
    结论:基于OCT的DL模型显示了预测iERM患者术后BCVA的敏感性和准确性。这种创新的DL模型显示出整合到手术计划协议中的巨大潜力。
    BACKGROUND: To develop a deep learning (DL) model based on preoperative optical coherence tomography (OCT) training to automatically predict the 6-month postoperative visual outcomes in patients with idiopathic epiretinal membrane (iERM).
    METHODS: In this retrospective cohort study, a total of 442 eyes (5304 images in total) were enrolled for the development of the DL and multimodal deep fusion network (MDFN) models. All eyes were randomized into a training dataset with 265 eyes (60.0%), a validation dataset with 89 eyes (20.1%), and an internal testing dataset with the remaining 88 eyes (19.9%). The input variables for prediction consisted of macular OCT images and diverse clinical data. Inception-Resnet-v2 network was utilized to estimate the 6-month postoperative best-corrected visual acuity (BCVA). Concurrently, a regression model was developed using the clinical data and OCT parameters in the training data set for predicting postoperative BCVA. The reliability of the models was subsequently evaluated using the testing dataset.
    RESULTS: The prediction DL algorithm exhibited a mean absolute error (MAE) of 0.070 logMAR and root mean square error (RMSE) of 0.11 logMAR in the testing dataset. The DL model demonstrated a robust promising performance with R2 = 0.80, notably superior to R2 = 0.49 of the regression model. The percentages of BCVA prediction errors within ± 0.20 logMAR amounted to 94.32% in the testing dataset.
    CONCLUSIONS: The OCT-based DL model demonstrated sensitivity and accuracy in predicting postoperative BCVA in iERM patients. This innovative DL model exhibits substantial potential for integration into surgical planning protocols.
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  • 文章类型: Journal Article
    目的:使用自动分割模型比较特发性黄斑裂孔(IMH)和特发性视网膜前膜(iERM)在谱域光学相干断层扫描(SD-OCT)上的脉络膜亚层形态特征。
    方法:33例特发性IMHs患者和44例iERMs患者行玻璃体切除术。采用SD-OCT增强深度成像模式获取单行扫描黄斑中心凹的B扫描图像。脉络膜亚层自动分析模型将脉络膜划分为脉络膜大血管层,中间血管层和小血管层(LVCL,MVCL和SVCL,分别),并计算脉络膜厚度(总体,LVCL,MVCL和SVCL)和血管指数(总体,LVCL,MVCL和SVCL)。比较了ERM眼和IMH眼脉络膜亚层的形态特征。
    结果:IMH眼黄斑中心的平均脉络膜厚度明显薄于ERM眼(206.35±81.72vs.273.33±82.31μm;P<0.001)。脉络膜亚层分析显示,IMH眼的MVCL和SVCL黄斑中心和0.5-1.5mm的鼻和颞部黄斑比ERM眼明显变薄(P<0.05),两组LVCL黄斑中心差异有统计学意义(P<0.05)。相比之下,IMH眼黄斑中心脉络膜血管指数明显高于iERM眼(0.2480±0.0536vs.0.2120±0.0616;P<0.05)。黄斑其他部位的CVI无显著差异,两组之间的LVCL或MVCL。
    结论:IMH眼的脉络膜厚度明显薄于iERM眼,主要在3mm的黄斑中心以及脉络膜的MVCL和SVCL层中观察到。IMH眼的脉络膜血管指数高于iERM眼。这些发现表明脉络膜可能参与了IMH和iERM的发病机理。
    OBJECTIVE: To compare the choroidal sublayer morphologic features between idiopathic macular hole (IMH) and idiopathic epiretinal membrane (iERM) on spectral-domain optical coherent tomography (SD-OCT) using an automatic segmentation model.
    METHODS: Thirty-three patients with idiopathic IMHs and 44 with iERMs who underwent vitrectomies were involved. The enhanced depth imaging mode of SD-OCT was used to obtain the B-scan image after single line scanning of the macular fovea. The choroidal sublayer automatic analysis model divides the choroidal into the choroidal large vessel layer, the middle vessel layer and the small vessel layer (LVCL, MVCL and SVCL, respectively) and calculates the choroidal thickness (overall, LVCL, MVCL and SVCL) and vascular index (overall, LVCL, MVCL and SVCL). The morphological characteristics of the choroidal sublayer in the ERM eyes and the IMH eyes were compared.
    RESULTS: The mean choroidal thickness in the macular centre of the IMH eyes was significantly thinner than that of the ERM eyes (206.35 ± 81.72 vs. 273.33 ± 82.31 μm; P < 0.001). The analysis of the choroidal sublayer showed that the MVCL and SVCL macular centres and 0.5-1.5 mm of the nasal and temporal macula were significantly thinner in the IMH eyes than in the ERM eyes (P < 0.05), and there was a difference in the macular centre of the LVCL between the two groups (P < 0.05). In contrast, the choroidal vascular index of the macular centre in the IMH eyes was significantly higher than that in iERM eyes (0.2480 ± 0.0536 vs. 0.2120 ± 0.0616; P < 0.05). There was no significant difference in the CVI of other parts of the macula, the LVCL or MVCL between the two groups.
    CONCLUSIONS: The choroidal thickness of the IMH eyes was significantly thinner than that of the iERM eyes, which was mainly observed in 3 mm of the macular centre and the MVCL and SVCL layers of the choroid. The choroidal vascular index of the IMH eyes was higher than that of the iERM eyes. These findings suggest that the choroid may be involved in the pathogenesis of IMH and iERM.
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