• 文章类型: Journal Article
    目前,没有建立的系统来量化眼导管的模式。这对追踪眼运动障碍的发病和演变提出了挑战,因为目前的临床方法依赖于个体运动的主观观察。我们提出了一个集成图像处理的协议,汇总指数的统计框架,以及评估导管横截面和纵向差异的标准,以解决这种方法上的差距。我们证明了我们的协议可靠地将眼睛旋转的客观估计转换为总运动区域和运动对称性的规范模式。这是朝着临床应用迈出的关键一步,在该临床应用中,我们的方案可以首先诊断,然后随着时间的推移跟踪眼部运动障碍的进展和消退。
    Currently, there is no established system for quantifying patterns of ocular ductions. This poses challenges in tracking the onset and evolution of ocular motility disorders, as current clinical methodologies rely on subjective observations of individual movements. We propose a protocol that integrates image processing, a statistical framework of summary indices, and criteria for evaluating both cross-sectional and longitudinal differences in ductions to address this methodological gap. We demonstrate that our protocol reliably transforms objective estimates of ocular rotations into normative patterns of total movement area and movement symmetry. This is a critical step towards clinical application in which our protocol could first diagnose and then track the progression and resolution of ocular motility disorders over time.
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  • 文章类型: Journal Article
    斜视手术是儿童术后呕吐(POV)的危险因素。本研究旨在比较七氟醚平衡麻醉与丙泊酚静脉麻醉下斜视手术患儿POV的发生率。
    在这项在三级护理眼科医院进行的前瞻性随机对照研究中,70名1-12岁接受斜视手术的ASAI-II儿童被随机分为两组-S组(基于七氟醚的麻醉)和P组(基于异丙酚的麻醉)进行维持。手术细节,术中血流动力学参数,恢复特性,并记录出现谵妄。术后0-2小时内呕吐的任何发作,2-6小时,并注意到6-24小时。如果有一次以上的呕吐发作,则给予抢救止吐药。
    两组在人口统计学和手术细节方面相似。S组平均手术时间为118.2±41.88min,P组为137.32±39.09min(P=0.05)。S组的4名儿童(11.4%)和P组的1名儿童(2.9%)在前24小时出现POV,但这没有统计学意义(P=0.36)。P组(50分钟)从麻醉后监护病房出院的中位时间明显少于S组(60分钟)(P=0.02)。
    丙泊酚为基础的麻醉与七氟烷相比没有优势,减少斜视手术后的POV,当给予地塞米松和昂丹司琼双重预防时。It,然而,减少在麻醉后护理单位的停留时间。
    UNASSIGNED: Squint surgery is a risk factor for postoperative vomiting (POV) in children. This study was designed to compare the incidence of POV in children undergoing strabismus surgery under balanced anesthesia with sevoflurane versus intravenous anesthesia with propofol.
    UNASSIGNED: In this prospective randomized controlled study conducted in a tertiary care ophthalmology hospital, 70 ASA I-II children aged 1-12 years undergoing strabismus surgery were randomized to two groups -Group S (sevoflurane-based anesthesia) and Group P (propofol-based anesthesia) for maintenance. The surgical details, intraoperative hemodynamic parameters, recovery characteristics, and emergence delirium were recorded. Any episode of postoperative vomiting in the 0-2 hours, 2-6 hours, and 6-24 hours period was noted. Rescue antiemetic was administered if there was more than one episode of vomiting.
    UNASSIGNED: Both the groups were similar with respect to demographic and surgical details. The average duration of surgery was 118.2 ± 41.88 min in group S and 137.32 ± 39.09 min in group P (P = .05). Four children in group S (11.4%) and one child in group P (2.9%) had POV in the first 24 hours but this was not statistically significant (P = .36). The median time to discharge from post anesthesia care unit was significantly less (P = .02) in the P group (50 min) than in the S group (60 min).
    UNASSIGNED: Propofol-based anesthesia does not offer advantage over sevoflurane, in reducing POV after squint surgery, when dual prophylaxis with dexamethasone and ondansetron is administered. It, however, reduces the duration of stay in the post anesthesia care unit.
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  • 文章类型: Journal Article
    为了评估东京都政府的3岁儿童眼部健康筛查计划的有用性,它结合了单张图片的视标视觉敏锐度图(SPVAC)和Spot™视觉筛选器(SVS)测试。这是一次回顾,观察,匹配研究。根据SPVAC(SPVAC通过,SPVAC-P;SPVAC失败,SPVAC-F)和SVS(SVS通过,SVS-P;SVS失败,SVS-F)测试如下:SPVAC-P/SVS-F,SPVAC-F/SVS-P,SPVAC-F/SVS-F我们在检查时评估了年龄,SPVAC和SVS测试成功率,和SVS屈光力。此外,屈光不正的比率,弱视,比较3组的斜视和斜视。SPVAC-P/SVS-F,SPVAC-F/SVS-P,SPVAC-F/SVS-F组包括158、28和74只眼,分别。平均年龄为37.4个月。SPVAC和SVS测试的成功率分别为69.8%和96.2%,分别。SPVAC-F/SVS-F组的平均SVS远视值(2.71±1.50D)明显高于SPVAC-P/SVS-F组。平均SVS散光和近视值分别为-2.21屈光度(D)±1.09D和-3.40±1.82D,分别;它们与SPVAC-P/SVS-F组没有显着差异。在屈光不正方面观察到显著差异,弱视,和斜视发生率3组。关于疾病测定,SPVAC测试通过和未通过的参与者之间没有观察到显著差异,不管其他测试的结果如何。然而,在通过和未通过SVS测试的人之间观察到显著差异.用于筛查3岁儿童的SPVAC方法应进行修改,以在42个月大的时候开始,或者用单一的LandoltC测试代替。SVS测试可用于筛查年轻患者。此外,SVS试验显示未通过SPVAC试验的患者远视程度较高.
    To evaluate the usefulness of the Tokyo Metropolitan Government\'s Eye Health Screening Program for 3-year-old children, which combines the Single-Picture Optotype Visual Acuity Chart (SPVAC) and Spot™ Vision Screener (SVS) tests. This was a retrospective, observational, matched study. Patients who underwent the eye health screening program and had abnormalities were classified into 3 groups according to the outcomes of the SPVAC (SPVAC-passed, SPVAC-P; SPVAC-failed, SPVAC-F) and SVS (SVS-passed, SVS-P; SVS-failed, SVS-F) tests as follows: SPVAC-P/SVS-F, SPVAC-F/SVS-P, and SPVAC-F/SVS-F. We evaluated the age at examination, SPVAC and SVS test success rates, and SVS refractive power. Additionally, the rates of refractive error, amblyopia, and strabismus were compared among the 3 groups. The SPVAC-P/SVS-F, SPVAC-F/SVS-P, and SPVAC-F/SVS-F groups comprised 158, 28, and 74 eyes, respectively. The mean age was 37.4 months. The success rates of the SPVAC and SVS tests were 69.8% and 96.2%, respectively. The mean SVS hyperopia value in the SPVAC-F/SVS-F group (2.71 ± 1.50 D) was significantly higher than that of the SPVAC-P/SVS-F group. The mean SVS astigmatism and myopia values were -2.21 diopter (D) ± 1.09 D and -3.40 ± 1.82 D, respectively; they did not differ significantly from that of the SPVAC-P/SVS-F group. Significant differences were observed in the refractive error, amblyopia, and strabismus rates among the 3 groups. Regarding disease determination, no significant difference was observed among participants who passed and failed the SPVAC test, regardless of the outcome of the other test. However, a significant difference was observed between those passing and failing the SVS tests. The SPVAC method used to screen 3-year-old children should be modified to commence at 42 months of age or be replaced with a single Landolt C test. The SVS test is useful for screening younger patients. Furthermore, the SVS test showed that the degree of hyperopia was higher in patients who did not pass the SPVAC test.
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  • 文章类型: Journal Article
    斜视的双目双视表现为复视(在两个不同方向上看到同一物体)和视觉混乱(在同一方向上看到两个不同的物体)。在全视野的斜视中,在大多数双眼视野中,复视与视觉混乱共存。视野损失,或使用部分棱镜段进行场扩展,这两种现象是可以分开的。这种可分离性是本综述的重点,并为双眼功能提供了新的见解。我们表明,混乱是必要的,但不足以扩展领域。复视在视野扩展中没有作用,但对于斜视的临床测试是必要的,在没有复视的情况下,使这种测试变得困难。还考虑了现实世界的三维结构的作用以及该结构内的眼睛运动的动态。在早发性(儿童)斜视中出现的双眼视觉下抑制一只眼睛的部分视野被认为是对复视的感觉适应。可以使用复视和混乱的分离来测试该假设。
    Binocular double vision in strabismus is marked by diplopia (seeing the same object in two different directions) and visual confusion (seeing two different objects in the same direction). In strabismus with full visual field, the diplopia coexists with visual confusion across most of the binocular field. With visual field loss, or with use of partial prism segments for field expansion, the two phenomena may be separable. This separability is the focus of this review and offers new insights into binocular function. We show that confusion is necessary but is not sufficient for field expansion. Diplopia plays no role in field expansion but is necessary for clinical testing of strabismus, making such testing difficult in field loss conditions with confusion without diplopia. The roles of the three-dimensional structure of the real world and the dynamic of eye movements within that structure are considered as well. Suppression of one eye\'s partial view under binocular vision that develops in early-onset (childhood) strabismus is assumed to be a sensory adaption to diplopia. This assumption can be tested using the separation of diplopia and confusion.
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  • 文章类型: Journal Article
    目的在本研究中,我们旨在通过使用谱域增强深度成像-光学相干断层扫描(SD-EDI-OCT)评估单侧斜视性弱视患者的脉络膜厚度(海德堡工程有限公司,海德堡,德国)。方法将25例斜视性弱视儿童和20例年龄和性别相匹配的健康对照者纳入本研究。获得了七个部分,每个包含25个重复的图像,每个部分以200微米的间隔,和测量是从垂直和水平线的九个不同点(距离中心凹1和3毫米,上级,劣等,temporal,和鼻区),以中央凹为中心,使用SD-EDI-OCT。通过测量视网膜色素上皮的基底边界与脉络膜巩膜边界之间的距离来获得脉络膜厚度值。使用Mann-WhitneyU检验比较弱视组和对照组之间的脉络膜厚度。结果弱视儿童和对照组的平均年龄分别为8.4±2.7和9.9±3.3岁,分别为(p=0.120)。弱视眼的平均中央凹下脉络膜厚度为372.8±78.9μm,对侧眼的平均厚度为372.4±79.3μm,两者都比对照眼厚(310.9±76.3μm;每个p<0.05)。同样,弱视儿童1mm鼻腔脉络膜厚度的平均值(320±86μm),1mm以上(363±70μm),和3毫米以上(336±62μm)也明显比相应的对照眼厚(每个p<0.05)。中心凹下脉络膜厚度与眼轴长度呈负相关(r=-0.332,p=0.005)。脉络膜厚度之间没有相关性,年龄,和视力。结论斜视性弱视患者的斜视和同侧眼脉络膜厚度相似。然而,斜视儿童的双眼脉络膜厚度明显厚于健康对照组。斜视性弱视患者的双眼可能有畸形。
    Objective In this study, we aimed to evaluate the choroidal thickness in patients with unilateral strabismic amblyopia by using spectral domain-enhanced depth imaging-optical coherence tomography (SD-EDI-OCT) (Heidelberg Engineering GmbH, Heidelberg, Germany). Methods Twenty-five children with strabismic amblyopia and 20 age- and sex-matched healthy controls were included in this study. Seven sections were obtained, each comprising 25 repetitive images from each section at 200-micron intervals, and measurements were taken from nine different points at vertical and horizontal lines (1 and 3 mm from the subfoveal, superior, inferior, temporal, and nasal regions), centered on the fovea, using SD-EDI-OCT. Choroidal thickness values were obtained by measuring the distance between the basal border of the retinal pigment epithelium and the choroidoscleral border. The Mann-Whitney U test was used to compare choroidal thickness between the amblyopic and the control groups. Results The mean age of children with amblyopia and that of controls were 8.4 ±2.7 and 9.9 ±3.3 years, respectively (p=0.120). The mean subfoveal choroidal thickness was 372.8 ±78.9 μm in amblyopic eyes and 372.4 ±79.3 μm in the fellow eyes, both of which were thicker than the control eyes (310.9 ±76.3 μm; p<0.05 for each). Similarly, the mean values for the choroidal thickness of the amblyopic children at 1 mm nasal (320 ±86 μm), 1 mm superior (363 ±70 μm), and 3 mm superior (336 ±62 μm) were also significantly thicker than those of the corresponding control eyes (p<0.05 for each). There was a negative correlation between the subfoveal choroidal thickness and axial length (r=-0.332, p=0.005). There were no correlations between the choroidal thickness, age, and visual acuity. Conclusions The choroidal thicknesses of strabismic and fellow eyes were similar in patients with strabismic amblyopia. However, the choroidal thickness of both eyes in strabismic children was significantly thicker than those of the healthy controls. Emmetropization may be defective in both eyes of strabismic amblyopic patients.
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  • 文章类型: Journal Article
    背景:痉挛症患者的长期视力结果在很大程度上是未知的。这项研究的目的是表征痉挛症患者的视觉结果并确定并发眼科疾病。
    方法:我们回顾性回顾了2000年至2020年间诊断为痉挛型坚果的连续患者的图表。人口统计信息,眼科特征,随着时间的推移评估神经影像学结果。
    结果:在纳入研究的32名患者中,13(41%)为女性。潜在的医疗条件包括诊断为21三体6(19%)和早产8(25%)。21名患者(66%)自我报告为白种人以外的种族。18例(56%)有非私人医疗保险,1例(3%)没有保险。诊断和解决的平均年龄为16个月(范围45个月)和48个月(范围114个月),分别。32例患者均有眼球震颤,31(97%)头点头,16(50%)眼斜颈。平均随访66个月(185个月)。在最初的介绍中,6/32(19%)的屈光不正,视力较好的眼睛的平均最佳矫正视力(BCVA)为最小分辨率角(LogMAR)的0.78对数(范围1.24)。在一项子分析中,包括>1次检查的患者(n=23),17/20(85%)患有弱光性屈光不正,视力较好的眼睛的平均BCVA为0.48LogMAR(范围1.70)。期末考试时,12例患者有可测量的立体视觉,八个有斜视,三人接受了斜视手术。8例患者需要治疗弱视。
    结论:我们发现弱项性屈光不正的患病率很高,痉挛症患者的斜视和弱视。痉挛型坚果的儿童受益于持续的眼科随访,直到他们超过弱视年龄范围。即使在眼球震颤消退之后。
    BACKGROUND: The long-term visual outcomes in spasmus nutans patients is largely unknown. The purpose of this study was to characterize visual outcomes and identify comorbid ophthalmic conditions in patients with spasmus nutans.
    METHODS: We retrospectively reviewed the charts of consecutive patients diagnosed with spasmus nutans between 2000 and 2020. Demographic information, ophthalmic characteristics, and neuroimaging results were assessed over time.
    RESULTS: Of the 32 patients included in the study, 13 (41%) were female. Underlying medical conditions included a diagnosis of Trisomy 21 in 6 (19%) and prematurity in 8 (25%). Twenty-one patients (66%) self-reported as a race other than Caucasian. 18 patients (56%) had non-private health insurance and 1 (3%) was uninsured. Mean age at diagnosis and resolution were 16 months (range 45 months) and 48 months (range 114 months), respectively. All 32 patients had nystagmus, 31 (97%) had head nodding and 16 (50%) had ocular torticollis. Mean follow-up was 66 months (range 185 months). On initial presentation, 6/32 (19%) had an amblyogenic refractive error and mean best-corrected visual acuity (BCVA) in the better-seeing eye was 0.78 Logarithm of the Minimum Angle of Resolution (LogMAR) (range 1.24). In a sub-analysis that included patients with > 1 exam (n = 23), 17/20 (85%) had an amblyogenic refractive error and mean BCVA in the better-seeing eye was 0.48 LogMAR (range 1.70). At the final exam, 12 patients had measurable stereopsis, eight had strabismus, and three had undergone strabismus surgery. Eight patients required treatment for amblyopia.
    CONCLUSIONS: We found a high prevalence of amblyogenic refractive error, strabismus and amblyopia among patients with spasmus nutans. Children with spasmus nutans benefit from ongoing ophthalmic follow-up until they are past the amblyopic age range, even after resolution of nystagmus.
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  • 文章类型: Journal Article
    背景:评估接受手术的SOP患者的临床表现。
    方法:这项历史队列研究是对Farabi医院1057例接受手术治疗的SOP患者进行的,伊朗,从2011年到2022年。
    结果:有990(93.7%)例单侧SOP患者,平均年龄为21.8±14.8岁。其中,715例(72.2%)患者诊断为先天性SOP,275例患者(27.8%)获得SOP(P<0.001)。相比之下,67例(6.3%)患者诊断为双侧SOP,平均年龄19.4±15.6岁。其中,18例表现为掩蔽型。单侧和双侧病例远初级位置垂直偏离的平均角度为15.6±8.3和13.3±9.1△,分别(P<0.001)。在单方面情况下,在847例(85.5%)患者中检测到异常的头部姿势(AHP),12例(1.2%)具有矛盾的AHP。单侧弱视89例(9.9%),双侧弱视7例(10.3%)。孤立性下斜肌切除术,在单侧(n=756,77.1%)和双侧(n=35,52.2%)患者中最常见的手术。第二次手术为84例(8.6%)单侧和33例(49.3%)双侧(P<0.001)。需要1次以上手术的患者弱视患病率和平均水平偏角均明显增高(均P<0.05)。
    结论:先天性SOP是获得性SOP的两倍多,约90%的单侧病例和50%的双侧病例通过一次手术治疗。弱视和明显的水平偏离是再次手术的最重要因素。
    背景:机构审查委员会的批准是从德黑兰医科大学获得的(IR。TUMS。FNM.REC.1400.012),本研究遵循了《赫尔辛基宣言》和《HIPAA》的原则。
    BACKGROUND: To evaluate the clinical findings of patients with SOP who underwent surgery.
    METHODS: This historical cohort study was performed on 1057 SOP patients managed with surgery in Farabi Hospital, Iran, from 2011 to 2022.
    RESULTS: There were 990 (93.7%) patients with unilateral SOP with the mean age of 21.8 ± 14.8 years. Of these, 715 patients (72.2%) were diagnosed with congenital SOP, and 275 patients (27.8%) had acquired SOP (P < 0.001). In contrast, 67 (6.3%) patients were diagnosed with bilateral SOP, with the mean age of 19.4 ± 15.6 years. Among these, 18 cases exhibited the masked type. The mean angle of vertical deviation in primary position at far in unilateral and bilateral cases was 15.6 ± 8.3 and 13.3 ± 9.1 △, respectively (P < 0.001). In unilateral cases, abnormal head posture (AHP) was detected in 847 (85.5%) patients and 12 (1.2%) had paradoxical AHP. Amblyopia was found in 89 (9.9%) unilateral and 7 (10.3%) bilateral cases. Solitary inferior oblique myectomy, was the most common surgery in both unilateral (n = 756, 77.1%) and bilateral (n = 35, 52.2%) patients. The second surgery was performed for 84 (8.6%) unilateral and 33 (49.3%) bilateral cases (P < 0.001). The prevalence of amblyopia and the mean angle of horizontal deviation were significantly higher in patients who needed more than one surgery (all P < 0.05).
    CONCLUSIONS: Congenital SOP was more than twice as frequent as acquired SOP and about 90% of unilateral and 50% of bilateral cases were managed with one surgery. Amblyopia and significant horizontal deviation were the most important factors for reoperation.
    BACKGROUND: The Institutional Review Board approval was obtained from the Tehran University of Medical Sciences (IR.TUMS.FNM.REC.1400.012) and this study adhered to the tenets of the Declaration of Helsinki and HIPAA.
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  • 文章类型: Journal Article
    目标:折射错误,弱视,斜视,与听力障碍儿童相比,低视力在听力障碍儿童中更为常见。忽视视觉障碍会给这些孩子带来教育和社会问题。本研究旨在评估屈光不正的患病率,弱视,斜视,克尔曼沙的听力受损和聋哑学生视力低下。
    方法:共有79名7-20岁(平均年龄15.01±2.72岁)的聋哑和听障学生接受了验光检查,包括自动折射,视网膜镜检查,检眼镜,裂隙灯,视敏度测量,和遮盖-揭开测试。那些需要进一步评估的人被转诊到伊玛目霍梅尼医院的眼科诊所。
    结果:关于屈光不正的患病率,32名(40.5%)受试者有一种或多种屈光不正,其中最常见的是散光(36.7%),其次是弱视(15.1%)。最常见的斜视类型是潜在斜视(异斜视)(88.6%),其次是外照菌(81%)。此外,3例(3.7%)有眼球震颤。弱视患病率和听力损失程度之间存在显着差异(P=0.026)。其他病例无明显差异。
    结论:所获得的结果证明,屈光不正,弱视,斜视,与正常儿童相比,聋哑儿童和听力受损儿童的低视力更为普遍,因为聋哑儿童和听力受损儿童无法传达他们的视力问题,需要通过增强视力来弥补他们的听力不佳,忽视这些疾病会给这些孩子带来严重的教育和社会问题。因此,眼睛筛查检查对聋哑和听障儿童至关重要。
    OBJECTIVE: Refractive errors, amblyopia, strabismus, and low vision are more common among children with hearing impairments in comparison with their hearing peers. Neglecting visual disorders can pose educational and social problems for these children. The present study aimed to assess the prevalence of refractive errors, amblyopia, strabismus, and low vision among hearing-impaired and deaf students in Kermanshah.
    METHODS: A total of 79 deaf and hearing impaired students within the age range of 7-20 years (mean age of 15.01 ± 2.72) underwent optometric examinations, including autorefractometry, retinoscopy, ophthalmoscopy, slit lamp, visual acuity measurement, and cover-uncover test. Those who needed further evaluation were referred to the Ophthalmology Clinic of Imam Khomeini Hospital.
    RESULTS: Regarding the prevalence of refractive errors, 32 (40.5%) subjects had one or a combination of refractive errors, the most common of which was astigmatism (36.7%), followed by amblyopia (15.1%). The most common type of strabismus was latent strabismus (heterophoria) (88.6%), followed by exophoria (81%). Moreover, 3 (3.7%) cases had nystagmus. A significant difference was observed between the prevalence of amblyopia and the degree of hearing loss (P = 0.026), and no significant difference was detected in other cases.
    CONCLUSIONS: As evidenced by the obtained results, refractive errors, amblyopia, strabismus, and low vision are more prevalent among deaf and hearing-impaired children compared to normal children because deaf and hearing-impaired children are not able to convey their vision problems and need to compensate for their poor hearing with an enhanced sense of sight, inattention to these disorders can present these children with serious educational and social problems. Therefore, eye screening examinations are of paramount importance in deaf and hearing-impaired children.
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  • 文章类型: Journal Article
    背景:在线科学数据的质量和准确性至关重要,鉴于互联网和社交媒体如今是医学知识的主要来源。
    目的:本研究旨在分析斜视研究的科学相关性与在线可见性之间的关系,以回答以下问题:(1)最受欢迎的斜视论文是否具有科学相关性?(2)影响最大的斜视研究是否在线共享足够?而引文和期刊的影响因子(IF)是衡量科学相关性的指标。使用“斜视”作为关键字,确定了100篇AAS最高的论文和100篇被引用次数最高的论文。统计分析,包括斯皮尔曼等级测试,线性回归,和因子分析,进行评估AAS之间的关系,引文,日记的IF,并提到了18个单独的Web2.0平台。
    结果:A弱,积极的,对于具有高可见度的论文,归一化AAS和归一化引文之间观察到统计学上显著的相关性(P<.001;r=0.27)。只有Twitter提到和Mendeley读者与归一化引用(分别为P=.02和P<.001)和IF(分别为P=.04和P=.009)显着相关,Twitter是引用数的最强显著预测因子(r=0.53)。对于高影响力的论文,在标准化引文和标准化AAS(P=.12)或期刊的IF(P=.55)之间没有发现相关性.
    结论:虽然临床相关性影响在线关注,大多数与斜视相关的高影响力研究在网络上没有充分分享。因此,研究人员应更努力在网络媒体平台上分享与斜视相关的高影响力论文,以提高患者循证知识的可及性和质量.
    BACKGROUND: Quality and accuracy of online scientific data are crucial, given that the internet and social media serve nowadays as primary sources of medical knowledge.
    OBJECTIVE: This study aims to analyze the relationship between scientific relevance and online visibility of strabismus research to answer the following questions: (1) Are the most popular strabismus papers scientifically relevant? (2) Are the most high-impact strabismus studies shared enough online?
    METHODS: The Altmetric Attention Score (AAS) was used as a proxy for online visibility, whereas citations and the journal\'s impact factor (IF) served as a metric for scientific relevance. Using \"strabismus\" as a keyword, 100 papers with the highest AAS and 100 papers with the highest number of citations were identified. Statistical analyses, including the Spearman rank test, linear regression, and factor analysis, were performed to assess the relationship between AAS, citations, a journal\'s IF, and mentions across 18 individual Web 2.0 platforms.
    RESULTS: A weak, positive, statistically significant correlation was observed between normalized AAS and normalized citations (P<.001; r=0.27) for papers with high visibility. Only Twitter mentions and Mendeley readers correlated significantly with normalized citations (P=.02 and P<.001, respectively) and IF (P=.04 and P=.009, respectively), with Twitter being the strongest significant predictor of citation numbers (r=0.53). For high-impact papers, no correlation was found between normalized citations and normalized AAS (P=.12) or the IF of the journal (P=.55).
    CONCLUSIONS: While clinical relevance influences online attention, most high-impact research related to strabismus is not sufficiently shared on the web. Therefore, researchers should make a greater effort to share high-impact papers related to strabismus on online media platforms to improve accessibility and quality of evidence-based knowledge for patients.
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  • 文章类型: Journal Article
    背景:学习进行斜视手术是眼科医生手术训练的一个重要方面。手术步骤的自动分类策略可以提高培训课程的有效性和对居民绩效的有效评估。为此,我们旨在开发和验证一种深度学习(DL)模型,用于自动检测视频中的斜视手术步骤。
    方法:在本研究中,我们收集了上海儿童医院的479个斜视手术视频,上海交通大学医学院附属,从2017年7月到2021年10月。根据国际眼科理事会的眼科手术能力评估规则(ICO-OSCAR:斜视),将视频手动切成八个斜视手术步骤的3345个剪辑。视频数据集按眼睛水平随机分为训练(60%),验证(20%)和测试数据集(20%)。我们评估了两种混合DL算法:基于递归神经网络(RNN)和基于变压器的模型。评估指标包括:准确性,接收器工作特性曲线下的面积,精度,召回和F1得分。
    结果:DL模型识别斜视手术视频剪辑中的步骤,使用基于Transformer的模型获得了1.00(95%CI1.00-1.00)的宏观平均AUC,使用基于RNN的模型获得了0.98(95%CI0.97-1.00)。分别。与基于RNN的模型相比,基于Transformer的模型具有更高的准确性(0.96与0.83,p<0.001)。在检测斜视手术的不同步骤时,基于Transformer的模型的预测能力优于RNN。基于Transformer的模型的精度介于0.90和1之间,基于RNN的模型的精度介于0.75到0.94之间。f1分数对于基于Transformer的模型介于0.93和1之间,对于基于RNN的模型介于0.78到0.92之间。
    结论:DL模型可以高精度地自动识别斜视手术的视频步骤,并且基于Transformer的算法在对视频帧的时空特征进行建模时表现出出色的性能。
    BACKGROUND: Learning to perform strabismus surgery is an essential aspect of ophthalmologists\' surgical training. Automated classification strategy for surgical steps can improve the effectiveness of training curricula and the efficient evaluation of residents\' performance. To this end, we aimed to develop and validate a deep learning (DL) model for automated detecting strabismus surgery steps in the videos.
    METHODS: In this study, we gathered 479 strabismus surgery videos from Shanghai Children\'s Hospital, affiliated to Shanghai Jiao Tong University School of Medicine, spanning July 2017 to October 2021. The videos were manually cut into 3345 clips of the eight strabismus surgical steps based on the International Council of Ophthalmology\'s Ophthalmology Surgical Competency Assessment Rubrics (ICO-OSCAR: strabismus). The videos dataset was randomly split by eye-level into a training (60%), validation (20%) and testing dataset (20%). We evaluated two hybrid DL algorithms: a Recurrent Neural Network (RNN) based and a Transformer-based model. The evaluation metrics included: accuracy, area under the receiver operating characteristic curve, precision, recall and F1-score.
    RESULTS: DL models identified the steps in video clips of strabismus surgery achieved macro-average AUC of 1.00 (95% CI 1.00-1.00) with Transformer-based model and 0.98 (95% CI 0.97-1.00) with RNN-based model, respectively. The Transformer-based model yielded a higher accuracy compared with RNN-based models (0.96 vs. 0.83, p < 0.001). In detecting different steps of strabismus surgery, the predictive ability of the Transformer-based model was better than that of the RNN. Precision ranged between 0.90 and 1 for the Transformer-based model and 0.75 to 0.94 for the RNN-based model. The f1-score ranged between 0.93 and 1 for the Transformer-based model and 0.78 to 0.92 for the RNN-based model.
    CONCLUSIONS: The DL models can automate identify video steps of strabismus surgery with high accuracy and Transformer-based algorithms show excellent performance when modeling spatiotemporal features of video frames.
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