learning curve

学习曲线
  • 文章类型: Journal Article
    背景:脊柱内窥镜手术代表了脊柱疾病的微创治疗的重大进展。有希望降低手术侵袭性,同时旨在维持或改善临床结果。这项研究对内窥镜脊柱手术的文献进行了全面的回顾,特别关注分类和分析并发症的范围,从常见的术后问题到更严重,偶然性结果,如硬脑膜撕裂和神经损伤。方法:我们的方法包括对荟萃分析的详细回顾,前瞻性随机试验,队列研究,和病例报告,以捕获与内窥镜脊柱技术相关的广泛并发症。重点是确定这些并发症的频率和严重程度,以更好地了解手术风险。结果:研究结果表明,与传统手术方法相比,内窥镜脊柱手术的并发症发生率较低。尽管如此,具体的识别,内镜方法特有的罕见并发症强调了对外科医生高级技能的关键需求,持续学习,以及对潜在风险的认识。结论:认识和准备与快速采用内窥镜技术相关的潜在并发症对于确保患者安全和改善微创脊柱手术的手术效果至关重要。
    Background: Endoscopic spine surgery represents a significant advancement in the minimally invasive treatment of spinal disorders, promising reduced surgical invasiveness while aiming to maintain or improve clinical outcomes. This study undertakes a comprehensive review of the literature on endoscopic spine surgery, with a particular focus on cataloging and analyzing the range of complications, from common postoperative issues to more severe, casuistic outcomes like dural tears and nerve damage. Methods: Our methodology encompassed a detailed review of meta-analyses, prospective randomized trials, cohort studies, and case reports to capture a broad spectrum of complications associated with endoscopic spine techniques. The emphasis was on identifying both the frequency and severity of these complications to understand better the procedural risks. Results: The findings suggest that endoscopic spine surgery generally exhibits a lower complication rate compared to traditional surgical approaches. Nonetheless, the identification of specific, rare complications peculiar to endoscopic methods underscores the critical need for surgeons\' advanced skills, continuous learning, and awareness of potential risks. Conclusions: Recognizing and preparing for the potential complications associated with the rapid adoption of endoscopic techniques is paramount to ensuring patient safety and improving surgical outcomes in minimally invasive spine surgery.
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  • 文章类型: Journal Article
    表征手术区域内病例体积的分布。
    对英国脊柱注册的分析。
    英格兰的295个中心在2016年5月1日至2021年2月27日期间在NHS或私人环境中进行了至少一次脊柱手术。
    644名外科医生。
    外科医生之间病例分布的数学描述以及作为替代标记的劳动力水平病例体积浓度的程度。
    外科医生之间的每月病例量差异很大,从0到平均每月最高81.8例。曲线显示37.7%的外科医生需要完成80%的脊柱手术,远低于医疗保健以外的领域。随着COVID-19大流行,数量最多的外科医生的病例数量急剧下降,而病例数最低的病例几乎没有变化。这个,随着脊柱手术中相对较低的病例体积浓度,这可能表明至少由相对较低容量的外科医生提供一定程度的手术护理的必然性。
    虽然在脊柱手术中存在合理程度的劳动力级别病例体积集中,大量脊柱外科医生提供了很大比例的护理,目前尚不清楚是否有可能或希望将病例量进一步集中到少数人手中。
    UNASSIGNED: To characterize the distribution of case volumes within a surgical field.
    UNASSIGNED: An analysis of British Spine Registry.
    UNASSIGNED: 295 centers in England that conducted at least one spinal operation either within the NHS or private settings between 1 May 2016 and 27 February 2021.
    UNASSIGNED: 644 surgeons.
    UNASSIGNED: Mathematical descriptions of distributions of cases among surgeons and the extent of workforce-level case-volume concentration as a surrogate marker.
    UNASSIGNED: There were wide variations in monthly caseloads between surgeons, ranging from 0 to average monthly high of 81.8 cases. The curves showed that 37.7% of surgeons were required to perform 80% of all spinal operations, which is substantially less than in fields outside of healthcare.With the COVID-19 pandemic, the case volumes of surgeons with the highest volumes dropped dramatically, whereas those with the lowest case numbers remained nearly unchanged. This, along with the relatively low level of case-volume concentration within spinal surgery, may indicate an inevitability of at least some level of surgical care being provided by the relatively lower volume surgeons.
    UNASSIGNED: While there is a reasonable degree of workforce-level case volume concentration within spinal surgery, with high volume spinal surgeons providing a large proportion of care, it is not clear whether a further concentration of case volumes into those few hands is possible or desirable.
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  • 文章类型: Case Reports
    背景:由于缺乏可见的疤痕,与传统甲状腺切除术相比,经口内镜甲状腺前庭入路(TOETVA)的美学效果更优.显示胸腺样分化(CASTLE)的癌代表一种罕见的甲状腺肿瘤。本研究旨在探索TOETVA的学习曲线,并提供1例CASTLE病例报告。
    方法:在2020年5月至2023年5月期间,进行了精确1:1匹配的研究,以评估TOETVA与传统手术相比的手术安全性和癌症控制结果。采用累积和分析来最佳地拟合学习曲线。随后,报告1例CASTLE采用TOETVA手术治疗.
    结果:TOETVA组的平均手术时间长于开放组。与开放组相比,TOETVA组的皮肤麻木发生率更高,美容效果良好。工作区准备的学习曲线,单侧甲状腺叶切除术,整个手术过程分别为59、28和50例,分别。学习和熟练组之间没有差异,除了手术时间,术中失血,术后第一天的引流量。
    结论:使用累积和分析方法对TOETVA学习曲线进行的全面分析证明了TOETVA在手术完整性方面的可行性,安全,和肿瘤安全。这项研究的结果表明,外科医生的累计TOETVA病例数超过50可以达到掌握阶段。此外,CASTLE的诊断具有挑战性,需要免疫组织化学检测与胸腺上皮肿瘤相关的相对特异性标志物.
    BACKGROUND: Owing to the lack of visible scars, the transoral endoscopic thyroidectomy vestibular approach (TOETVA) offers superior aesthetic outcomes compared to conventional thyroidectomy. Carcinoma showing thymus-like differentiation (CASTLE) represents a rare thyroid gland neoplasm. This study aimed to explore the TOETVA learning curve and present a case report of CASTLE.
    METHODS: A study with precise 1:1 matching was conducted to assess the procedure safety and cancer control outcomes of TOETVA in comparison to conventional surgery between May 2020 and May 2023. Cumulative sum analysis was employed to optimally fit the learning curve. Subsequently, a case report of CASTLE treated with TOETVA surgery was presented.
    RESULTS: The mean operative time was longer in the TOETVA group than in the open group. The TOETVA group had a higher incidence of skin numbness and excellent cosmetic outcomes compared to the open group. The learning curves for work area preparation, unilateral thyroid lobectomy, and the entire surgical process were 59, 28, and 50 cases, respectively. There were no differences between the learning and proficient groups, except for operative time, intraoperative blood loss, and drainage volume on the first postoperative day.
    CONCLUSIONS: A comprehensive analysis of the TOETVA learning curve utilizing cumulative and analytical methods demonstrated the feasibility of TOETVA with regards to surgical integrity, safety, and oncological safety. This study\'s findings suggest that a surgeon\'s cumulative number of TOETVA cases exceeding 50 can reach the mastery stage. Moreover, diagnosing CASTLE is challenging and necessitates immunohistochemical detection of relatively specific markers associated with thymic epithelial tumors.
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  • 文章类型: Journal Article
    目的:虚拟现实(VR)是指计算机生成的三维空间,外科医生可以在其中与患者特定的解剖模型进行交互以进行手术计划。增强现实(AR)是一种放置计算机生成对象的技术,包括那些在VR中制造的,进入外科医生的视觉空间。一起,VR和AR被称为混合现实(MxR)。它在神经外科中越来越重要。MxR有助于选择和创建最佳手术方法的模板以及在术中识别关键解剖标志。通过报告我们使用VR计划并使用AR执行的前100个连续案例的经验,我们的目标是详细介绍采用新技术时的学习曲线和遇到的障碍。
    方法:本系列包括打算使用MxR的一名外科医生的前100例连续复杂颅骨病例。VR排练和AR指导的有效性分析了四个具体贡献:(1)开口大小,(2)精确开颅手术放置,(3)对解剖标志或目标的指导,(4)反目标回避。研究队列中的17例病例与历史非MxR病例进行匹配,以比较结果参数。随着时间的推移,绘制了MxR失败的案例,以确定“学习曲线”的性质。\"
    结果:AR指南在8个操作中因为技术问题而被放弃,但是MxR的无问题应用在第44例和第63例之间增加了。这提供了介于两者之间的熟练程度获得的一些证据。比较17对匹配的MxR和非MxR情况,两组在失血方面没有统计学上的显著差异,住院时间和手术时间。突出显示了MxR性能超出预期的情况。
    结论:MxR是一种强大的工具,可以帮助根据患者特定的解剖结构定制手术,并提供有效的术中指导,而无需额外的手术或住院时间。
    OBJECTIVE: Virtual reality (VR) refers to a computer-generated three-dimensional space in which a surgeon can interact with patient-specific anatomic models for surgical planning. Augmented reality (AR) is the technology that places computer-generated objects, including those made in VR, into the surgeon\'s visual space. Together, VR and AR are called mixed reality (MxR), and it is gaining importance in neurosurgery. MxR is helpful for selecting and creating templates for an optimal surgical approach and identifying key anatomic landmarks intraoperatively. By reporting our experience with the first 100 consecutive cases planned with VR and executed with AR, our objective is to detail the learning curve and encountered obstacles while adopting the new technology.
    METHODS: This series includes the first 100 consecutive complex cranial cases of a single surgeon for which MxR was intended for use. Effectiveness of the VR rehearsal and AR guidance was analyzed for four specific contributions: (1) opening size, (2) precise craniotomy placement, (3) guidance toward anatomic landmarks or target, and (4) antitarget avoidance. Seventeen cases in the study cohort were matched with historical non-MxR cases for comparison of outcome parameters. The cases in which MxR failed were plotted over time to determine the nature of the \"learning curve.\"
    RESULTS: AR guidance was abandoned in eight operations because of technical problems, but problem-free application of MxR increased between the 44th and 63rd cases. This provides some evidence of proficiency acquisition in between. Comparing the 17 pairs of matched MxR and non-MxR cases, no statistically significant differences exist in the groups regarding blood loss, length of stay nor duration of surgery. Cases where MxR had above-expectation performances are highlighted.
    CONCLUSIONS: MxR is a powerful tool that can help tailor operations to patient-specific anatomy and provide efficient intraoperative guidance without additional time for surgery or hospitalization.
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  • 文章类型: Journal Article
    目的:常规颈淋巴结清扫术往往会留下较大的手术疤痕,严重影响患者术后美学效果,影响患者生活质量。在这项研究中,详细讨论了经口和乳房联合入路的机器人辅助内镜甲状腺切除术中中央颈淋巴结清扫术(CND)和外侧颈淋巴结清扫术(LND)的安全性和可行性。
    方法:回顾性分析2021年3月至2022年9月XX医院甲状腺外科收治的26例cN1b期甲状腺乳头状癌患者的临床资料。人口统计数据,手术指标,术后数据,并对患者术后并发症发生率进行分析,并通过累积求和(CUSUM)分析学习曲线。
    结果:所有患者均接受内镜手术,无任何中转开腹手术。平均手术时间为313.7±50.3分钟,总阳性/回收淋巴结的平均数为11.2±8.1/36.8±13.7.两名患者出现暂时性喉返神经麻痹,三名患者出现暂时性甲状旁腺功能减退,所有患者均在术后3个月内康复。随访6~24个月无其他并发症及肿瘤复发。平均术后生活质量(QOL)评分为189.1±118.2,测试结果为0-1300,评分较低表示QOL较高,美学满意度得分为4.2±0.7,测试分数在0-5分之间,分数越高表示满意度越高。学习曲线的转折点在第11个案例中。
    结论:通过经口和乳房联合入路进行CND和LND的机器人辅助内镜甲状腺切除术是安全可行的,改善的美容效果显着,有利于提高患者的术后生活质量。它为患者提供了一种新的手术选择。
    OBJECTIVE: Conventional cervical lymph node dissection often leaves large surgical scars, which seriously compromises the postoperative aesthetic effect and can affect the quality of life of patients. In this study, the safety and feasibility of robotic-assisted endoscopic thyroidectomy with central neck dissection (CND) and lateral neck dissection (LND) via a combined transoral and breast approach are discussed in detail.
    METHODS: A retrospective analysis was made of the data of 26 patients with stage cN1b papillary thyroid carcinoma who were admitted to the Thyroid Surgery Department of the Hunan Cancer Hospital from March 2021 to September 2022 and who underwent robotic-assisted endoscopic thyroidectomy with LND via a combined transoral and breast approach. The demographic data, surgical indicators, postoperative data, and the postoperative complication rate of the patients were analyzed, and the learning curve was analyzed by cumulative summation.
    RESULTS: All the patients underwent endoscopic surgery without any conversion to open surgery. The mean operation time was 313.7±50.3 min and the mean number of total positive/retrieved lymph nodes was 11.2±8.1/36.8±13.7. Two patients developed temporary laryngeal recurrent nerve palsy and three patients developed temporary hypoparathyroidism, all of whom recovered within 3 months postoperatively. No tumor recurrence occurred during follow-ups that ranged from 6 to 24 months. The mean postoperative quality of life (QOL) score was 189.1±118.2, test results ranging from 0 to 1300 with a lower score indicating a higher QOL, and the aesthetic satisfaction score was 4.2±0.7, test scores ranging from 0 to 5 with higher scores indicate higher satisfaction. The turning point of the learning curve was in the 11th case.
    CONCLUSIONS: The robotic-assisted endoscopic thyroidectomy with CND and LND via a combined transoral and breast approach is safe and feasible, and the improved cosmetic effect is remarkable, which is conducive to improving the postoperative QOL of patients. It provides a new surgical option for patients.
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  • 文章类型: Journal Article
    许多机器人程序需要助手的积极参与。大多数先前关于助理对结果的影响的工作在程序重点和范围上受到限制,研究报告了不同的结果。了解助手经验如何影响手术室时间可以为手术室病例安排提供信息,并为额外的助手培训提供动力。因此,这项回顾性队列研究旨在确定2016年至2022年在我们机构进行的2291例机器人辅助手术的辅助经验与手术室时间之间的关联.线性回归显示,初级居民的存在与病例长度差异增加26.9分钟(p=0.01)之间存在显着关联。高级居民的存在之间没有显著的关联(p=0.52),一个人的存在(p=0.20),或存在医师助理(p=0.43)和病例长度差异。在机器人病例中有初级居民在场的情况下,手术室时间增加的发现支持考虑为居民采用正式的助理培训计划以提高效率。
    Many robotic procedures require active participation by assistants. Most prior work on assistants\' effect on outcomes has been limited in procedural focus and scope, with studies reporting differing results. Knowing how assistant experience affects operating room time could inform operating room case scheduling and provide an impetus for additional assistant training. As such, this retrospective cohort study aimed to determine the association between assistant experience and operating room time for 2291 robotic-assisted operations performed from 2016 to 2022 at our institution. Linear regression showed a significant association between the presence of a junior resident and increased case length differential with an increase of 26.9 min (p = 0.01). There were no significant associations between the presence of a senior resident (p = 0.52), presence of a fellow (p = 0.20), or presence of a physician assistant (p = 0.43) and case length differential. The finding of increased operating room time in the presence of a junior resident during robotic cases supports consideration of the adoption of formal assistant training programs for residents to improve efficiency.
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  • 文章类型: Journal Article
    背景:2020年2月,机器人手术在留尼汪岛的圣皮埃尔大学医院推出。这项研究的目的是评估医院中机器人辅助手术的实施及其对手术时间和患者预后的影响。
    方法:对2020年2月至2022年2月期间接受腹腔镜机器人辅助手术的患者进行前瞻性收集。信息包括患者人口统计,手术类型,操作时间和停留时间。
    结果:在为期两年的研究期间,137例患者接受了由6名不同外科医生进行的腹腔镜机器人辅助手术。89例手术是妇科手术,包括58个子宫切除术,37人在消化手术中,和11在泌尿科。所有专业的安装和对接时间都减少了,当比较第一次和最后15次子宫切除术时,发现安装和对接时间显着减少:平均安装时间从18.7分钟减少到14.5分钟(p=0.048),平均对接时间从11.3分钟减少到7.1分钟(p=0.009)。
    结论:由于缺乏训练有素的外科医生,在留尼汪岛等偏远地区实施机器人辅助手术的速度很慢,供应困难和Covid危机。尽管面临这些挑战,机器人手术的使用允许技术上更具挑战性的手术,并展示了与其他中心相似的学习曲线.
    BACKGROUND: In February 2020, robotic surgery was introduced in University Hospital of St Pierre in Reunion Island. The aim of this study was to evaluate the implementation of robotic assisted surgery in the hospital and its impact on operating times and patient outcomes.
    METHODS: Data was prospectively collected on patients undergoing laparoscopic robotic assisted surgery between February 2020 and February 2022. Information included patient demographics, type of surgery, operating times and length of stay.
    RESULTS: Over the two-year study period, 137 patients underwent laparoscopic robotic assisted surgery performed by 6 different surgeons. 89 of the surgeries were in gynecology, including 58 hysterectomies, 37 were in digestive surgery, and 11 in urology. The installation and docking times decreased across all specialties and were found to be significantly reduced when comparing the first and last 15 hysterectomies: mean installation time decreased from 18.7 to 14.5 minutes (p=0.048), mean docking time decreased from 11.3 to 7.1 minutes (p = 0.009).
    CONCLUSIONS: The implementation of robotic assisted surgery in an isolated territory such as Reunion Island was slow due to a lack of trained surgeons, supply difficulties and Covid crisis. Despite these challenges, the use of robotic surgery allowed for technically more challenging surgeries and demonstrated similar learning curves to other centers.
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  • 文章类型: Journal Article
    传统上,腹腔镜前列腺癌根治术(LRP)的特点是技术上困难,学习曲线长,但在全球范围内已成功实施。本文的目的是评估我们中心LRP的初始学习曲线和临床结果。我们进行了一项回顾性研究,包括63例LRP病例,在22个月的时间里,由2位泌尿科医师进行,没有以前的LRP经验。所有患者先前均由多学科小组进行评估,并根据欧洲泌尿外科协会的前列腺癌风险组分类,根据低风险和中风险疾病属性进行选择。随访的主要结果是手术持续时间,估计失血量,并发症,手术切缘阳性,生化复发和尿失禁。中位随访时间为19.6个月。中位手术时间为196.8分钟,中位失血量为257.1mL。当比较系列中的第一个和最后一个病例时,观察到两个结果均显着下降。有5例(7.9%)ClavienDindoII级并发症。在59例(93.6%)患者中观察到未检测到的前列腺特异性抗原(PSA),55例患者(87.3%)为大陆。遵循有条理的学习方法,LRP可以安全地掌握和良好的结果。
    Laparoscopic radical prostatectomy (LRP) is traditionally characterized as a technically difficult procedure with a long learning curve but it is successfully performed worldwide. The aim of this paper was to assess the initial learning curve and clinical outcomes for LRP in our center. We performed a retrospective study including 63 LRP cases, in the course of 22 months, performed by 2 urologists, with no previous LRP experience. All patients were previously assessed by a multidisciplinary team and were selected on the basis of low and intermediate risk disease attributes according to the classification of prostate cancer risk groups of the European Association of Urology. The main outcomes of follow-up are procedure duration, estimated blood loss, complications, positive surgical margins, biochemical relapse and urinary continence. The median follow-up was 19.6 months. The median procedure duration was 196.8 minutes and median blood loss 257.1 mL. Significant decrease in both outcomes was observed when comparing first and last cases in the series. There were 5 (7.9%) Clavien Dindo grade II complications. Undetectable prostate specific antigen (PSA) was observed in 59 (93.6%) patients, and fifty-five patients (87.3%) were continent. Following a methodical learning approach, LRP can be safely mastered with favorable outcomes.
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  • 文章类型: Journal Article
    目的:内窥镜脊柱手术是一种在全球范围内扩展的技术,与显微外科手术方法相比,其对于椎管狭窄的治疗具有较小的侵入性。然而,层间全内镜减压术(FED)疗效与传统的显微手术减压术(MSD)在腰椎管狭窄症患者中仍然很少。我们进行了一个病例匹配的比较治疗的成功与临床考虑,实验室,和放射学预测因子。
    方法:我们纳入了88例表现为腰椎中央椎管狭窄的连续患者(FED:36/88,40.9%;MSD:52/88,59.1%)。手术相关(手术时间,并发症,停留时间(LOS)美国麻醉医师协会身体状况(ASA)评分,C反应蛋白(CRP),白细胞计数,方法方面(单边/双边),患者相关结局指标(PROM)(Oswestry残疾指数(ODI),疼痛数字评定量表(NRS;腿部-,背部疼痛),EuroQol问卷(eQ-5D),核心成果计量指数(COMI)),和放射学(硬脑膜袋横截面积,Schizas得分(SC),左右横向凹陷高度,和刻面角度,分别)在不同时间点提取参数,直至1年随访。使用Spearman秩相关分析了PROM之间的关系。手术相关的结果参数与以患者为中心和放射学结果相关,利用回归模型确定倾向评分匹配的预测因子。
    结果:并发症(最常见的是血肿引起的残余感觉运动功能障碍和再狭窄)发生率在FED组(33.3%)高于MSD组(13.5%)(p<0.05),而FED组的所有并发症均在前20例FED患者中观察到。FED的手术时间较高,而MSD组的LOS较高。年龄,SC,CRP显示与PROMs有显著关联。我们没有观察到内镜与显微外科手术组的ODI和COMI之间的相关性显著高,两者都与eQ-5D呈负相关,而这些PROM与NRS结果的相关性不太明显。
    结论:内窥镜治疗腰椎管狭窄症与传统的显微外科手术方法相似。尽管在我们的单中心研究经验中,FED与较高的并发症发生率相关,并发症的分布表明手术学习曲线是这些发现的主要因素.考虑手术学习曲线的未来长期前瞻性研究对于这些技术的可靠比较是必要的。
    Endoscopic spine surgery is a globally expanding technique advocated as less invasive for spinal stenosis treatment compared to the microsurgical approach. However, evidence on the efficiency of interlaminar full-endoscopic decompression (FED) vs. conventional microsurgical decompression (MSD) in patients with lumbar spinal stenosis is still scarce. We conducted a case-matched comparison for treatment success with consideration of clinical, laboratory, and radiologic predictors.
    We included 88 consecutive patients (FED: 36/88, 40.9%; MSD: 52/88, 59.1%) presenting with lumbar central spinal stenosis. Surgery-related (operation time, complications, length of stay (LOS), American Society of Anesthesiologists physical status (ASA) score, C-reactive protein (CRP), white blood cell count, side of approach (unilateral/bilateral), patient-related outcome measures (PROMs) (Oswestry disability index (ODI), numeric rating scale of pain (NRS; leg-, back pain), EuroQol questionnaire (eQ-5D), core outcome measures index (COMI)), and radiological (dural sack cross-sectional area, Schizas score (SC), left and right lateral recess heights, and facet angles, respectively) parameters were extracted at different time points up to 1-year follow-up. The relationship of PROMs was analyzed using Spearman\'s rank correlation. Surgery-related outcome parameters were correlated with patient-centered and radiological outcomes utilizing a regression model to determine predictors for propensity score matching.
    Complication (most often residual sensorimotor deficits and restenosis due to hematoma) rates were higher in the FED (33.3%) than MSD (13.5%) group (p < 0.05), while all complications in the FED group were observed within the first 20 FED patients. Operation time was higher in the FED, whereas LOS was higher in the MSD group. Age, SC, CRP revealed significant associations with PROMs. We did not observe significant differences in the endoscopic vs. microsurgical group in PROMs. The correlation between ODI and COMI was significantly high, and both were inversely correlated with eQ-5D, whereas the correlations of these PROMs with NRS findings were less pronounced.
    Endoscopic treatment of lumbar spinal stenosis was similarly successful as the conventional microsurgical approach. Although FED was associated with higher complication rates in our single-center study experience, the distribution of complications indicated surgical learning curves to be the main factor of these findings. Future long-term prospective studies considering the surgical learning curve are warranted for reliable comparisons of these techniques.
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  • 文章类型: Journal Article
    目的:探讨眼科医生在激光周边虹膜切除术(LPI)训练开始时的学习曲线。
    方法:研究了没有先前LPI经验的4个医生组的学习曲线。综述了LPI的三个主要参数:总能量,氩能和掺钕钇铝石榴石(Nd:YAG)能。在20例病例的队列中对程序进行了评估,以确定三个变量的转折点。
    结果:4个医生组在年龄和眼睛方面没有显著差异。在总能量和氩能量方面,医生A和C组的学习曲线呈稳定趋势。此外,学习曲线上的转折点是在医生B组和D组进行第20次手术后确定的,涉及总能量和氩能量。此外,Nd:YAG能量自第一个程序以来相对稳定。
    结论:初学者需要大约20个程序才能达到关于LPI的学习曲线上的转折点。它可以作为培训初学者执行LPI的参考或指南。
    OBJECTIVE: To explore the learning curve for ophthalmologists at the start of laser peripheral iridectomy (LPI) training.
    METHODS: The learning curve of 4 doctor groups without previous LPI experience was studied. Three main parameters of LPI were reviewed: total energy, argon energy and neodymium-doped yttrium aluminum garnet (Nd:YAG) energy. Procedures were evaluated in cohorts of 20 cases to identify the turning points of the three variables.
    RESULTS: There was no significant difference in terms of age or eye among the 4 doctor groups. There were stable trends on the learning curve for the Doctor A and C groups regarding total energy and argon energy. In addition, the turning points on the learning curve were determined after the 20th procedure for the Doctor B and D groups regarding total energy and argon energy. Moreover, the Nd:YAG energy was relatively stable since the first procedure.
    CONCLUSIONS: It requires approximately 20 procedures for a beginner to reach a turning point on the learning curve regarding LPI. It can serve as a point of reference or guideline for training beginners to perform LPI.
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