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Artificial intelligence use in diabetes 人工智能在糖尿病中的应用
Pub Date : 2022-12-10 DOI: 10.25259/lajo_4_2022
D. Pelayes, Josephine A. Mendoza, A. Folgar
Diabetic retinopathy (DR) affects the small vessels of the eye and is the leading cause of blindness in people on reproductive age; however, less than half of patients are aware of their condition; therefore, early detection and treatment is essential to combat it. There are currently multiple technologies for DR detection, some of which are already commercially available. To understand how these technologies work, we must know first some basic concepts about artificial intelligence (AI) such as machine learning (ML) and deep learning (DL). ML is the basic process by which AI incorporates new data using different algorithms and thus creates new knowledge on its base, learns from it, and makes determinations and predictions on some subject based on all that information. AI can be presented at various levels. DL is a specific type of ML, which trains a computer to perform tasks as humans do, such as speech recognition, image identification, or making predictions. DL has shown promising diagnostic performance in image recognition, being widely adopted in many domains, including medicine. For general image analysis, it has achieved strong results in various medical specialties such as radiology dermatology and in particular for ophthalmology. We will review how this technology is constantly evolving which are the available systems and their task in real world as well as the several challenges, such as medicolegal implications, ethics, and clinical deployment model needed to accelerate the translation of these new algorithms technologies into the global health-care environment.
糖尿病视网膜病变(DR)影响眼睛的小血管,是育龄人群失明的主要原因;然而,不到一半的患者意识到自己的病情;因此,早期发现和治疗对抗击疟疾至关重要。目前有多种DR检测技术,其中一些已经商业化。为了理解这些技术是如何工作的,我们必须首先了解一些关于人工智能(AI)的基本概念,如机器学习(ML)和深度学习(DL)。ML是AI使用不同算法合并新数据的基本过程,从而在其基础上创造新知识,从中学习,并根据所有这些信息对某些主题做出决定和预测。人工智能可以在不同的层次上呈现。深度学习是一种特定类型的机器学习,它训练计算机像人类一样执行任务,比如语音识别、图像识别或做出预测。深度学习在图像识别方面表现出了良好的诊断性能,被广泛应用于包括医学在内的许多领域。对于一般的图像分析,它已经在各种医学专业,如放射学,皮肤科,特别是眼科取得了强有力的成果。我们将回顾这项技术是如何不断发展的,哪些是可用的系统及其在现实世界中的任务,以及一些挑战,如医学法律影响、伦理和加速将这些新算法技术转化为全球卫生保健环境所需的临床部署模型。
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引用次数: 0
Infraorbital adult onset xanthogranuloma associated with eccentric proptosis – A rare case report 眶下成人发病黄色肉芽肿伴偏心性突出-一例罕见病例报告
Pub Date : 2022-11-28 DOI: 10.25259/lajo_7_2022
B. Das
Adult onset xanthogranuloma is one of the very uncommon four varieties of adult xanthogranulomatous disease diagnosed mostly by characteristic histology. The work focuses on excision of the mass in the control of recurrence and associated periocular manifestations. The entity of above case report is very rare and unique and needs proper treatment and careful follow-up to prevent cosmetic disfigurement.
成人发病的黄色肉芽肿是四种非常罕见的成人黄色肉芽肿病之一,主要通过组织学特征诊断。这项工作的重点是切除肿块以控制复发和相关的眼周表现。上述病例报告的实体是非常罕见和独特的,需要适当的治疗和仔细的随访,以防止美容毁容。
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引用次数: 0
Serum creatinine as a predictor of functional and anatomical success in diabetic tractional retinal detachment 血清肌酐作为糖尿病牵引性视网膜脱离的功能和解剖成功的预测因子
Pub Date : 2022-11-24 DOI: 10.25259/lajo_8_2022
René Cano-Hidalgo, Tatiana Urrea-Victoria, J. H. Kim-Lee
The aim of the study was to evaluate pre-operative, intraoperative, and post-operative factors associated with functional and anatomical success in patients with diabetic tractional retinal detachment (TRD) treated with pars plana vitrectomy (PPV).We retrospectively reviewed the medical records of patients with diabetic TRD surgically repaired with PPV between March 2014 and February 2015 at the Instituto de Oftalmología Fundación de Asistencia Privada Conde de Valenciana, IAP in Mexico City. A total of 250 records were reviewed and 85 met the inclusion criteria. Pre-operative, intraoperative, and post-operative variables were obtained from all records. Statistical analysis included Fisher’s exact test, Kruskal–Wallis test, and Mann–Whitney U test.A total of 88 eyes of 85 patients were included in the study. The average patient age at the time of the surgery was 51.53 years (SD ± 11.99). At post-operative month (POM) 1, a greater pre-operative serum creatinine value and a greater surgical duration were associated with a worse anatomical success (P = 0.032; P = 0.014). At POM 1, 31% of the eyes with macula-involved TRD and 57.5% of the eyes without macula-involved TRD achieved visual success (P = 0.013, Fisher’s exact test).A greater pre-operative serum creatinine value was associated with a worse visual and anatomical outcome at POM 1. A macula-involved TRD was associated with a worse visual outcome at POM 3. Post-operative complications were associated with a worse functional and/or anatomical success at the final follow-up visit (P < 0.05).
本研究的目的是评估术前、术中和术后与糖尿病牵引性视网膜脱离(TRD)患者行玻璃体切割(PPV)治疗的功能和解剖成功相关的因素。我们回顾性回顾了2014年3月至2015年2月期间在墨西哥城IAP的Oftalmología Fundación de Asistencia Privada Conde de Valenciana研究所接受PPV手术修复的糖尿病TRD患者的医疗记录。共审查了250份记录,其中85份符合纳入标准。从所有记录中获取术前、术中和术后变量。统计分析包括Fisher精确检验、Kruskal-Wallis检验和Mann-Whitney U检验。85名患者共88只眼睛被纳入研究。手术时患者平均年龄为51.53岁(SD±11.99)。在术后1个月(POM),较高的术前血清肌酐值和较长的手术时间与较差的解剖成功相关(P = 0.032;P = 0.014)。在POM 1时,31%的黄斑受累TRD眼和57.5%的非黄斑受累TRD眼获得视觉成功(P = 0.013, Fisher精确检验)。术前较高的血清肌酐值与POM 1时较差的视觉和解剖结果相关。累及黄斑的TRD与POM 3时较差的视力结果相关。术后并发症与最终随访时较差的功能和/或解剖成功相关(P < 0.05)。
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引用次数: 0
How COVID-19 affected pivots of Ophthalmology? The optics and the eyes COVID-19如何影响眼科支点?光学和眼睛
Pub Date : 2022-11-05 DOI: 10.25259/lajo_6_2022
J. Kaushik, Eram Riyaz, Ankita Singh, Anju Pannu, S. Srikanth, Rahul Anargh
The pandemic has forced the health-care system to adopt newer approach toward patient care. With the changing scenario of health-care delivery, ophthalmologists had to bring about several changes in the way, the patients are seen and operated on. Contact procedures were entirely restricted to emergencies while modifications were introduced to minimize the exposure of the surgeon. However, these modifications were introduced just keeping in mind the spread of infection. The probability that these modifications could affect the optics in ophthalmology is high and cannot be ruled out. The aim of the study was to highlight the effects of modifications introduced in ophthalmic equipment during the pandemic over the visibility for the surgeon and discuss its impact on patient care in ophthalmology. Thorough search of the literature on PubMed using keywords, visibility and personal protective equipment (PPE), fogging and PPE, face mask and fogging, aberrations and PPE, and surgeries and PPE were done. We found 35 articles which highlighted the effects on visibility with PPE and effects on eyes with prolonged wearing of masks. Several factors have contributed to reduction in visibility for the surgeon. These factors have, in turn, affected the overall quality of examination and surgical outcome in ophthalmology. The use of PPE during the pandemic could have been a contributory factor for missing relevant findings during examination of patients. For ophthalmologists in particular, the visibility and optics play a crucial role in the management of the patient and have been invariable affected by introduction of modifications at the instrument and surgeon level.
大流行迫使卫生保健系统对病人采取更新的护理方法。随着医疗保健服务的不断变化,眼科医生不得不在病人的就诊和手术方式上做出一些改变。接触程序完全限于紧急情况,同时引入了修改以尽量减少外科医生的暴露。然而,引入这些修改只是为了记住感染的传播。这些改变影响眼科光学的可能性很高,不能排除。本研究的目的是强调大流行期间引入的眼科设备的修改对外科医生可见度的影响,并讨论其对眼科患者护理的影响。使用关键词:能见度与个人防护装备(PPE)、雾化与PPE、口罩与雾化、畸变与PPE、手术与PPE深入检索PubMed文献。我们发现有35篇文章强调了PPE对能见度的影响和长时间佩戴口罩对眼睛的影响。有几个因素导致外科医生的可见度降低。这些因素反过来又影响了眼科检查的整体质量和手术结果。大流行期间使用个人防护装备可能是导致在对患者进行检查时遗漏相关发现的一个因素。特别是对于眼科医生来说,可视性和光学在患者的管理中起着至关重要的作用,并且一直受到仪器和外科医生水平修改的影响。
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引用次数: 0
Long-term Post-operative perfusion outcomes in giant retinal tears treated with and without scleral buckling 巩膜扣带和不扣带治疗巨大视网膜撕裂术后长期灌注结果
Pub Date : 2022-08-08 DOI: 10.25259/lajo_2_2022
Miguel A. Quiroz-Reyes, E. Quiroz-Gonzalez, M. Quiroz-Gonzalez, A. Alsaber, V. Lima-Gómez
Limited data are available on the long-term perfusional status of patients who have undergone successful surgery for giant retinal tear (GRT) macula-off rhegmatogenous retinal detachment (RRD). This study examines the long-term outcomes in eyes treated for varying degrees of GRT-associated RRD extensions and compared them with two control groups. Twenty-five emmetropic normal eyes (control emmetropic), 20 healthy myopic eyes (control myopic), and 33 eyes surgically treated for GRT (surgical) were included in this study for a comparison of long-term structural, perfusional, and functional outcomes. The surgical eyes were categorized based on degree of GRT-associated RRD extension: 19 eyes with GRT-associated RRD extension <180° and 14 eyes with extension >180°. The eyes were further separated by whether they required placement of a complementary 360° scleral buckle. The mean age of the patients was 55.18 years and the mean pre-operative evolution of GRT was 2.36 weeks. The average pre- and post-operative best-corrected visual acuities (BCVAs) were 1.90 logMAR and 0.59 logMAR, respectively, which were different with statistical significance. Proliferative vitreoretinopathy resulted in multiple surgeries in nine eyes (27.3%). Long-term post-operative optical coherence tomography (OCT) showed 11 eyes (33.3%) with abnormal foveal contour, 13 eyes (39.4%) with ellipsoid zone disruption, two eyes with dissociated optic nerve fiber layer defects, and 15 eyes (45.4%) with external limiting membrane line discontinuities. OCT angiography yielded abnormal perfusion indices in the surgically treated eyes (P < 0.0001). Correlation analysis found that post-surgical BCVA was negatively correlated with superficial foveal avascular zone area, superficial parafoveal vessel density, and central subfoveal thickness, while positively correlated with choriocapillaris flow area. Our data showed that eyes with GRT-associated RRD have multiple structural alterations in spectral-domain OCT biomarkers that are correlated with visual outcomes. Despite successful retina reattachment without proliferation, management of GRT-associated RRD remains challenging.
对于成功手术治疗巨大视网膜撕裂(GRT)黄斑脱落-孔源性视网膜脱离(RRD)患者的长期血流状态,目前的数据有限。本研究考察了不同程度grt相关RRD延长的眼睛治疗的长期结果,并将其与两个对照组进行了比较。本研究包括25只正常眼(对照)、20只健康近视眼(对照)和33只接受GRT手术治疗的眼(手术),以比较长期的结构、灌注和功能结果。根据grt相关RRD扩展程度对手术眼进行分类:19眼grt相关RRD扩展180°。根据是否需要放置360°巩膜扣进一步分离双眼。患者的平均年龄为55.18岁,GRT的平均术前进展时间为2.36周。术前、术后平均最佳矫正视力(BCVAs)分别为1.90、0.59 logMAR,差异有统计学意义。增生性玻璃体视网膜病变导致9眼(27.3%)多次手术。术后长期OCT显示中央凹轮廓异常11眼(33.3%),椭球带破坏13眼(39.4%),视神经纤维层游离缺损2眼(39.4%),外限制膜线不连续15眼(45.4%)。手术眼OCT血管造影显示灌注指标异常(P < 0.0001)。相关分析发现,术后BCVA与浅中央凹无血管带面积、浅中央凹旁血管密度、中央中央凹下厚度呈负相关,与绒毛膜毛细血管流动面积呈正相关。我们的数据显示,患有grt相关RRD的眼睛在与视觉结果相关的光谱域OCT生物标志物中存在多种结构改变。尽管成功的视网膜再植无增殖,但grt相关RRD的管理仍然具有挑战性。
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引用次数: 3
Topiramate-induced acute angle-closure glaucoma: A case report and review of literature 托吡酯致急性闭角型青光眼1例并文献复习
Pub Date : 2022-07-29 DOI: 10.25259/lajo_3_2022
Rishi Sharma, J. Kaushik
Drug-induced angle-closure glaucoma is an emergency associated with potentially vision threatening side effects. There are various classes of drugs which induce acute angle-closure glaucoma. Topiramate is an oral sulfa-based drug used for seizure, migraine, and neuropathic pain. There are published case reports of topiramate-induced angle-closure which can mimic acute angle-closure glaucoma. We present a case of a 32-year-old female who developed bilateral angle-closure glaucoma secondary to topiramate.
药物性闭角型青光眼是一种具有潜在视力威胁副作用的急症。急性闭角型青光眼的药物种类繁多。托吡酯是一种口服磺胺类药物,用于癫痫、偏头痛和神经性疼痛。有发表的病例报告,托吡酯诱导的闭角可以模拟急性闭角型青光眼。我们提出一个32岁的女性谁发展双侧闭角型青光眼继发托吡酯。
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引用次数: 0
Diagnostic algorithm in small pigmented choroid tumors (less than 3 mm thick) 小色素性脉络膜肿瘤(厚度小于3mm)的诊断算法
Pub Date : 2021-10-05 DOI: 10.25259/lajo_5_2021
D. Pelayes, A. Folgar, P. Chiaradia, J. Zárate
The aim of this paper is to present a diagnostic algorithm for a controversial topic in ophthalmic oncology, small pigmented choroidal tumors (<3 mm thick).Nineteen consecutive patients with a clinical diagnosis of small choroidal pigmented tumors were included in the study. The group of patients studied consisted of 9 patients (47.36%) female and 10 patients (52.64%) male, the age range was 14–68 years. All cases were ophthalmologically evaluated, including best-corrected visual acuity, anterior and posterior segment biomicroscopy, intraocular pressure, binocular indirect ophthalmoscopy, and as additional complementary examinations, ocular ultrasound was performed, which in 100% of the cases was inconclusive, optical coherence tomography, autofluorescence, and angiography in selected cases according to location and symptomatology. In 13 patients (68.50%), transvitreous puncture was performed with or without vitrectomy. Trans-scleral puncture was performed in 6 patients (31.50%), located at the equator (4 patients) and ciliary body (2 patients). Post-surgical follow-up was performed within the first 3 weeks after the procedure and then controlled every 3 months within the 1st year. The material obtained by fine-needle aspiration (FNA) was placed in non-hemolytic preservative liquid. Hematoxylin and eosin, Pas, Masson’s trichrome, and immunohistochemistry (HMB 45, MELAN A, PROT. S-100 base) were performed.The yield of cytologic material was 100% in the sampled patients. The most frequent complication was subretinal hemorrhage in three patients with transvitreous access and two patients with trans-scleral access, in all cases, there was a favorable evolution without requiring further action. In three patients, there were mild vitreous hemorrhages that resolved spontaneously, all of them had undergone transvitreous access.In TPPC of less, we propose a diagnostic algorithm with FNA to obtain cytological sample which allows not only the diagnosis of certainty to indicate treatment but also to determine cytological and molecular prognostic factors that allow classifying melanoma of high or low grade and potentially in case of metastatic disease to indicate systemic treatments. We believe that it is essential to diagnose this type of lesions in which a diagnosis of certainty is required. The alternative is the observation that we consider potentially dangerous in these cases.
本文的目的是提出一个诊断算法在眼科肿瘤学的一个有争议的话题,小色素脉络膜肿瘤(< 3mm厚)。连续19例临床诊断为小脉络膜色素肿瘤的患者被纳入研究。本组患者中女性9例(47.36%),男性10例(52.64%),年龄14 ~ 68岁。所有病例均接受眼科检查,包括最佳矫正视力、前、后段生物显微镜检查、眼压检查、双眼间接眼镜检查,并作为补充检查,进行眼部超声检查(100%的病例没有结论),光学相干断层扫描、自身荧光检查,根据部位和症状选择病例进行血管造影检查。13例(68.50%)患者行玻璃体穿刺同时或不同时行玻璃体切除术。经巩膜穿刺6例(31.50%),位于赤道(4例)和睫状体(2例)。术后3周随访,术后1年内每3个月随访一次。细针抽吸(FNA)获得的材料置于非溶血性保存液中。苏木精和伊红,Pas,马松三色和免疫组织化学(hmb45, MELAN A, PROT。S-100基)。样本患者细胞学物质的产率为100%。最常见的并发症是3例经玻璃体入路患者和2例经巩膜入路患者的视网膜下出血,所有病例均有良好的进展,无需进一步治疗。3例患者有轻度玻璃体出血,自行消退,均经玻璃体入路。在较少的TPPC中,我们提出了一种使用FNA获得细胞学样本的诊断算法,该算法不仅可以确定诊断以指示治疗,还可以确定细胞学和分子预后因素,从而可以对高或低级别黑色素瘤进行分类,并可能在转移疾病的情况下指示全身治疗。我们认为,诊断这种类型的病变是必要的,诊断的确定性是必需的。另一种选择是我们认为在这些情况下有潜在危险的观察结果。
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引用次数: 0
Sebaceous gland carcinoma of ocular region in India: A brief literature review for disease management 印度眼部皮脂腺癌:疾病管理的简要文献综述
Pub Date : 2021-08-14 DOI: 10.25259/lajo_6_2021
Ankit Srivastava, Sarangpani Sharan
Sebaceous gland carcinoma (SGC) is slow growing, but the most aggressive and lethal eyelid malignancy. Histologically, SGC can be classified based on cell types, cytoarchitecture, and growth patterns. A previously published article illustrates the molecular genetic framework stating the drivers of sebaceous carcinoma. Today, every effort has been made to treat and eradicate ocular disease, therefore, early diagnosis and appropriate management are required to use a multimodal approach that can reduce the mortality rate in patients with SGC. Treatment with the conventional technique has improved visual and systemic prognosis, however, therapeutic target to treat cancer is a much better option than other modalities. Thus, new insight into the natural and molecular-oriented treatment modalities may lead to the development of new effective strategies, along with the conventional method.
皮脂腺癌(SGC)生长缓慢,但最具侵略性和致命性的眼睑恶性肿瘤。组织学上,SGC可以根据细胞类型、细胞结构和生长模式进行分类。先前发表的一篇文章阐明了皮脂腺癌驱动因素的分子遗传框架。如今,人们已经尽了一切努力来治疗和根除眼部疾病,因此,需要早期诊断和适当的管理,以采用多模式的方法来降低SGC患者的死亡率。传统的治疗方法虽然改善了视觉和全身预后,但靶向治疗是一种更好的选择。因此,对自然和分子导向治疗方式的新认识可能会导致新的有效策略的发展,以及传统的方法。
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引用次数: 2
Pachychoroid as a biomarker using optical coherence tomography – swept-source in central serous choroidopathy 厚脉络膜作为中央浆液性脉络膜病的生物标志物
Pub Date : 2019-05-23 DOI: 10.25259/LAJO-7-2019
Rene Alfredo Cano Hidalgo, Tatiana Urrea
The objective of the study was to describe and evaluate the subfoveal choroidal thickness (SFCT) in the fellow eyes of patients with central serous chorioretinopathy (CSC) using swept source optical coherence tomography (SS-OCT).This was a transversal, retrospective, and observational study. The SFCT was measured in patients with unilateral CSC using SS-OCT. The choroidal thickness in symptomatic and fellow eyes was measured using the attached measuring software in SS-OCT. The SFCT dimension was obtained from the horizontal section under the foveal center from the OCT data and these data were analyzed.The mean age of subjects undergoing imaging SS-OCT was 44.23 years old (standard deviation, 11.57). 30 out of 60 patients (63.3%) were men, and 20 (33.3%) patients had acute clinical disease. The median choroidal thicknesses of the affected eyes were greater than those of the unaffected fellow eyes (P = 0.06). The choroidal thickness measured in 120 eyes of (60 patients) was 421 µm (interquartile range 352–490), which was greater than the choroidal thickness reported in normal eyes.The measuring of the choroidal thickness using SS-OCT is useful as a non-invasive technique to evaluate the subclinical choroidal abnormalities in CSC.
本研究的目的是利用扫源光学相干断层扫描(SS-OCT)描述和评估中心性浆液性脉络膜视网膜病变(CSC)患者同侧眼的中央凹下脉络膜厚度(SFCT)。这是一项横向、回顾性和观察性研究。使用SS-OCT测量单侧CSC患者的SFCT。使用SS-OCT随附的测量软件测量症状眼和同侧眼的脉络膜厚度。从OCT数据中获得中央凹中心下水平剖面的SFCT尺寸,并对这些数据进行分析。接受SS-OCT成像的受试者平均年龄为44.23岁(标准差11.57)。60例患者中男性30例(63.3%),有急性临床疾病20例(33.3%)。患眼的脉络膜中位厚度大于未患眼(P = 0.06)。60例患者120只眼的脉络膜厚度为421µm(四分位数范围352 ~ 490),大于正常眼的脉络膜厚度。利用SS-OCT测量脉络膜厚度是一种评估CSC亚临床脉络膜异常的无创技术。
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引用次数: 1
Acquired choroidal osteoma 后天性脉络膜骨瘤
Pub Date : 2019-05-22 DOI: 10.25259/LAJO-3-2019
Robert J. Purgert, Jose J. Echegaray, S. Lauer, Arun D. Singh
Choroidal osteoma is a choristomatous lesion postulated to be congenital in nature. Described herein is the case of a 16-year- old female presenting with a peripapillary lesion diagnosed as choroidal osteoma on multimodal imaging. Routine fundus photography 18 months before presentation demonstrated a normal retina and choroid without evidence of the lesion. Overall, this report provides evidence that choroidal osteoma may be acquired and not always congenital in origin.
脉络膜骨瘤是一种先天性的脉络膜瘤病变。本文报告一位16岁的女性,在多模态影像上表现为乳头状周围病变,诊断为脉络膜骨瘤。就诊前18个月常规眼底摄影显示视网膜和脉络膜正常,无病变迹象。总之,本报告提供的证据表明,脉络膜骨瘤可能是后天获得的,并不总是先天性的起源。
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引用次数: 0
期刊
Latin American Journal of Ophthalmology
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