人工智能(artificial intelligence，AI)在白内障手术中的应用越来越广泛，二者结合对于白内障手术的术前诊断和分级管理、术中人工晶状体选择、位置预测及术后管理(视力预测、并发症预测及随访)、手术培训和教学方面均起到巨大的促进作用。诚然，AI在与白内障手术相关的管理、分析和研究中还面临着许多问题，但其广泛的应用前景不可忽视。现对AI在白内障手术治疗和教学中的应用做以总结，并对其未来的发展做出展望。

Artificial intelligence (AI) has been widely used in cataract surgery. The combination of the two can play a great role in improving preoperative diagnosis, grading management of cataract surgery, intraoperative intraocular lens selection and location prediction, postoperative management (vision prediction, complication prediction and follow-up), surgical training and teaching. It is true that AI still faces many problems in the management, analysis and research related to cataract surgery, but its broad application prospects cannot be ignored. This review summarizes the application of AI in cataract surgery and teaching, and the future prospects of AI.

目的：分析角膜后前表面曲率半径比值(B/F比值)与年龄相关性白内障患者术后屈光误差的关系，探讨B/F比值对人工晶状体(intraocular lens,IOL)度数计算精确性的影响。方法：选取2019年3—11月在天津医科大学眼科医院白内障中心就诊，并拟行单眼白内障手术的年龄相关性白内障患者共197例(197眼)，术前应用Pentacam眼前节分析仪测量患者眼前节生物参数，并以B/F比值下限25%、上限25%为界将患者分为下25%组、25%～75%组、上25%组。术后3个月应用全自动电脑验光仪评估患者术后屈光状态，并计算患者术后屈光误差(postoperative refractive error,PE)，比较三组平均屈光误差(mean refractive error,ME)、平均绝对误差(mean absolute error,MAE)、中位数绝对误差(median absolute error,MedAE)以及屈光误差在±0.25、±0.50、±0.75、±1.00、>±1.00 D范围内百分比差异。结果：B/F比值与年龄相关性白内障患者术后屈光误差呈中度相关(r=?0.445, P<0.001)。随着B/F比值增大，患者术后屈光状态由远视向近视漂移，术后3个月MAE、MedAE分别为0.55 D、0.46 D。屈光误差在±0.25、±0.50、±0.75、±1.00、>±1.00 D范围的百分比分别为29.4%、52.8%、71.6%、87.6%、12.7%。根据正常年龄相关性白内障人群B/F比值优化得到的矫正角膜折射指数计算角膜曲率后，MAE、MedAE分别为0.51、0.43 D，均低于矫正前(P<0.05)。结论：B/F比值对年龄相关性白内障患者术后屈光状态有影响。随着B/F比值的增加，白内障患者术后屈光状态由远视逐渐向近视漂移，且B/F比值越偏离正常平均值，患者的屈光误差绝对值越大。

Objective: To analyze the relationship between corneal B/F ratio and postoperative refractive error in age-related cataract patients, and to explore the impact of B/F ratio on the accuracy of intraocular lens power calculation. Methods: A total of 197 age-related cataract patients (197 eyes) who were treated in the cataract center of our hospital from March 2019 to November 2019 and were going to undergo monocular cataract surgery were selected. The biological parameters of the anterior segment were measured by Pentacam anterior segment analyzer before surgery, and the patients were divided into three groups (25% below the B/F ratio, 25%~75%, and 25% below the B/F ratio) with the lower limit and the upper limit of 25%. Three months after surgery, the postoperative refractive state of patients was evaluated by automatic computerized refractometer, and the postoperative refractive error (PE) was calculated, and the percentage differences of mean refractive error (ME), mean absolute error (MAE), median absolute error (MedAE) and refractive error in the range of ±0.25, ±0.50, ±0.75, ±1.00 and < ±1.00D were evaluated. Results: The B/F ratio was moderately correlated with postoperative refractive error in age-related cataract patients (r= ?0.445, P < 0.001). With the increase of B/F ratio, the refractive state of patients shifted from hyperopia to myopia after surgery, and the MAE and MedAE were 0.55 D and 0.46 D respectively in 3 months after surgery. The percentages of refractive error in the range of ±0.25, ±0.50, ±0.75, ±1.00 and < ±1.00 D were 29.4%, 52.8%, 71.6%, 87.6% and 12.7%, respectively. After adjusting the corneal curvature according to the B/F ratio of the population based on our previous study, MAE and MedAE were 0.51 D and 0.43 D, respectively, which were lower than those before correction (P< 0.05). Conclusions: There is a correlation between B/F ratio and postoperative refractive error in age-related cataract patients. As the B/F ratio increased, the refractive state of the patient gradually drifted from farsightedness to myopia after cataract surgery, and the more the B/F ratio deviated from the normal average, the greater the absolute value of the patient's refractive error.

前段巨眼(anterior megalophthalmos, AM)是一种罕见的双侧非进展性先天性眼前段增大疾病，表现为大角膜(直径≥ 12.5 mm)、前房极深、角膜厚度正常或轻中度变薄和睫状环扩大等。并发性白内障以及晶状体脱位是导致AM视力下降的主要原因。然而，解剖结构的异常使AM白内障手术具有很大的挑战性。文章报道了一例AM合并白内障的48岁男性患者，成功为其行手法小切口白内障摘除联合人工晶状体(intraocular lens, IOL)一期植入术，患者术后视力恢复良好，IOL位置居中，未出现较大的屈光误差。对该典型AM病例的临床特点以及手术难点的回顾总结，有助于加深广大眼科临床工作者对该疾病的认识。

Anterior megalophthalmos is a rare congenital enlargement of the anterior segment, characterized by bilateral nonprogressive megalocornea (diameter ≥12.5 mm), extremely deep anterior chamber, normal or moderate thinning of the cornea, and elongation of the ciliary ring. Cataract and lens dislocation are the main causes of decreased vision in patients with AM. However, cataract surgery on patients with AM are challenging due to the anatomical abnormalities. This case reports a 48-year-old male patient diagnosed with AM and cataract, who successfully underwent a manual small incision cataract extraction combined with intraocular lens implantation. Finally, our patient showed a good visual outcome with a well centered IOL and without obvious refractive error. In this typical AM case, we reviewed and summarized the clinical characteristics and the challenges of surgical treatment so that other ophthalmologists can learn about this disease.

球形晶状体是一种罕见的先天性晶状体悬韧带疾病，表现为晶状体前后径增加，赤道半径减小，类似球形。临床特点包括浅前房、晶状体源性高度近视、晶状体脱位及继发青光眼等。治疗上早期可以通过验光配镜提高视力，当继发晶状体脱位及青光眼时需尽早进行手术治疗。本例报道一例72岁男性患者，因右眼视力下降2年入院。既往近视，近视逐渐加深，近2年患者双眼配镜-10D，视力无明显改善。就诊后考虑球形晶状体所致晶状体不全脱位合并白内障，入院后行囊袋拉钩固定下白内障超声乳化+人工晶状体悬吊+前段玻璃体切除术。患者术后1个月后复诊，发现黄斑水肿，予以复方平地木颗粒口服，溴芬酸钠滴眼液滴眼。2周后复诊视力及黄斑水肿明显好转。

Microspherophakia (MSP) is a rare congenital zonular dysplasia characterized by increased anteroposterior lens thickness and reduced equatorial diameter, resembling a spherical shape. The related ocular manifestations of MSP include shallow anterior chamber, lens derived high myopia, ectopia lentis and secondary glaucoma. In the early stage of MSP, vision acuity may be improved by glasses. Cataract surgery is necessary once secondary lens dislocation and glaucoma occur. A 72-year-old male hospitalized patient was reported who complained increased blurred vision of his right eye for 2 years. In the past 2 years, the power of his binocular glasses was increased to -10 diopters without significant improvement in visual acuity. Lens dislocation and phakic insufficiency caused by MSP was diagnosed after he attending clinics at the Eye and ENT Hospital of Fudan University, Shanghai, China. Phacoemulsification with scleral sutured intraocular lens (IOL) implantation surgery and anterior vitrectomy were performed. One month after operation, macular edema was found at first follow-up. Compound pingdingmu granule was taken orally and Bromfenac sodium eye drops were applied three times a day. Two weeks later, visual acuity of his right eye was improved significantly and macular edema was eliminated dramatically.

该文报道了一例40岁女性患者，因“双眼渐进性视物模糊3个月”就诊。患者既往于2005年因高度近视行双眼准分子激光原位角膜磨镶术 (LASIK)。最佳矫正视力OD：0.2 (–11.00 DS/ –1.25 DC×170 °)，OS：0.7 (–4.00 DS/ –0.75 DC×25 °)。双眼角膜透明，前房中深，晶状体混浊，豹纹状眼底伴后巩膜葡萄肿。诊断为双眼并发性白内障，并行右眼白内障超声乳化联合人工晶状体 (IOL) 植入术，术中植入+14.0 D IOL一枚，目标屈光度为–0.5 D。术后1周裸眼视力0.3，验光结果示右眼屈光度+2.75 DS，最佳矫正视力0.7。术后2周行右眼IOL置换术，由+14.0 D置换为+17.0 D。右眼术后1周裸眼视力0.8，验光结果示右眼屈光度–0.75 DC×15 °。

It is reported in this article that a 40-year-old female patient presented with "progressive blurred vision of both eyes for 3 months". The patient underwent bilateral laser in situ keratomileusis (LASIK) because of high myopia in 2005. It was recorded that her best corrected visual acuity was 0.2 (–11.00 DS/ –1.25 DC×170 °) in the right eye and 0.7 (–4.00 DS/ –0.75 DC×25 °) in the left, and clear cornea, normal anterior chamber, cloudy lens, tessellated fundus with posterior staphyloma in both eyes. The patient was diagnosed with bilateral complicated cataract. Phacoemulsification combined with intraocular lens (IOL, +14.0 diopter (D)) implantation was performed on the right eye, with the target –0.5D refractive diopter . One week after surgery, it was recorded that the uncorrected visual acuity of the right eye was 0.3, and the best corrected visual acuity was 0.7 (+2.75 DS). IOL replacement of the right eye was performed two weeks after surgery, the +14.0 D IOL was replaced by +17.0 D IOL. One week after surgery, the uncorrected visual acuity of the right eye was 0.8 (–0.75 DC×15 °).

目的：在硅油取出联合白内障手术患者中，使用扫频源光学相干断层扫描生物测量仪OA-2000进行生物测量，比较10种人工晶状体(IOL)屈光力计算公式的准确性。方法：回顾性分析2021年3月—7月于中山大学中山眼科中心接受硅油取出联合白内障手术的患者共62例(62眼)，所有患者均使用扫频源光学相干断层扫描生物测量仪OA-2000进行生物学参数测量。计算并比较新公式[Barrett Universal II (BUII)、Emmetropia Verifying Optical(EVO) 2.0、Hill-Radial Basis Function (Hill-RBF) 3.0、Hoffer QST、Kane、Pearl-DGS]及传统公式(Haigis、Hoffer Q、Holladay 1、SRK/T)的预测准确性，主要评价指标为绝对预测误差中位数(MedAE)及平均绝对预测误差(MAE)。按眼轴长度≤23 mm(组1)，>23 mm且≤26 mm(组2)与>26 mm(组3)进行亚组分析。结果：6个新公式、Haigis、SRK/T公式均出现近视漂移(-0.47 ~-0.27 D，P<0.05)，而HofferQ及Holladay 1公式无系统误差(P>0.05)。Kane公式的MedAE(0.55 D)及MAE(0.81 D)最小，但公式间比较差异无统计学意义(P>0.05)。组1中所有公式均出现近视漂移(-1.46~ -1.25 D，P<0.05)，而其他亚组比较差异无统计学意义(-0.32 ~ 0.41 D，P>0.05)。在组1中，Pearl-DGS公式的MedAE(0.97 D)及MAE(1.26 D)最小，且优于Hill-RBF 3.0(P=0.01)及SRK/T公式(P=0.02)；组2中，Kane公式具有最小的MedAE(0.44 D)及MAE(0.66 D)；组3各个公式屈光预测准确性比较差异无统计学意义(P>0.05)。结论：在使用OA-2000进行术前生物测量时，Kane公式在接受硅油取出联合白内障手术患者中的预测准确性较高；而眼轴长度≤23 mm时，Pearl-DGS公式可能更为准确。

Objective: To compare the accuracy of 10 intraocular lens (IOL) power calculation formulas in patients undergoing combined silicone oil removal and cataract surgery, biometry is performed using the swept-source optical coherence tomography biometer OA-2000. Methods: A retrospective analysis. A total of 62 patients (62 eyes) who underwent combined silicone oil removal and cataract surgery in Zhongshan Ophthalmic Center, Sun Yat-sen University from March to July in 2021 were enrolled. Preoperative biometry was performed by OA-2000 in all patients. New-generation formulas (Barrett Universal II [BUII], Emmetropia Verifying Optical [EVO] 2.0, Hill-Radial Basis Function [Hill-RBF] 3.0, Hoffer QST, Kane and Pearl-DGS) and traditional formulas (Haigis, Hoffer Q, Holladay 1 and SRK/T) were evaluated. The median absolute prediction error (MedAE) and mean absolute prediction error (MAE) were the main parameters used to assess accuracy. Subgroup analyses were performed based on the axial length of 23 mm and 26 mm. Results: Six new-generation formulas, Haigis, and SRK/T showed myopic shift (-0.47 ~ -0.27 D, P<0.05), while no systematic bias was found in Hoffer Q and Holladay 1 displayed (P>0.05). The smallest MedAE (0.55 D) and MAE (0.81 D) were found in Kane formula, but there was no statistically significant difference compared with other formulas (P>0.05). The myopic shift (-1.46 ~ -1.25 D, P<0.05) in eyes shorter than 23 mm were found in all formulas, while there was no significant systematic bias (-0.32 ~ 0.41 D, P>0.05) in other subgroups. In axial length shorter than 23 mm, the Pearl-DGS formula stated the smallest MedAE (0.97 D) and MAE (1.26 D), and was significantly more accurate than Hill-RBF 3.0 (P=0.01) and SRK/T (P=0.02). In eyes with an axial length between 23 mm and 26 mm, the Kane formula had the lowest MedAE (0.44 D) and MAE (0.66 D). No significant difference was found in eyes longer than 26 mm. Conclusion: The Kane formula showed the highest accuracy in patients undergoing combined silicone oil removal and cataract surgery measured by OA-2000, whereas the Pearl-DGS formula could be more accurate in eyes with an axial length shorter than 23 mm.

Background: To investigate early change of corneal aberrations after 2.8-mm superior incision phacoemulsification.

Methods: This study comprised 80 eyes of 75 patients. All the patients underwent phacoemulsification with monofocal foldable intraocular lens (IOLs) implanted through a 2.8-mm superior corneal incision. The anterior corneal wavefront aberrations for the 6.0-mm pupillary diameter was measured by iTrace wavefront aberrometer (Tracey Technologies, Inc.) preoperatively and 1 month postoperatively. Changes of root mean square (RMS) values of Z(3, -3), Z(3, 3), Z(3, -1), Z(3, 1), and Z(4, 0) and total high order aberration (HOA) were evaluated.

Results: The uncorrected and corrected visual acuities improve significantly (P<0.001). No significant postoperative changes were observed in spherical aberration (P=0.652). Significant changes in vertical coma and vertical trefoil (0.005±0.214 vs. -0.049±0.242, P=0.037; -0.141±0.222 vs. -0.258±0.359, P=0.001; separately). However, the total HOAs increased after cataract surgery (0.567±0.161 vs. 0.688±0.343, P<0.001).

Conclusions: Corneal vertical coma and vertical trefoil changes significantly in 2.8 mm superior corneal incision phacoemulsification cataract surgery. In addition, those had a trend to negative direction.

Background: To investigate early change of corneal aberrations after 2.8-mm superior incision phacoemulsification.

Methods: This study comprised 80 eyes of 75 patients. All the patients underwent phacoemulsification with monofocal foldable intraocular lens (IOLs) implanted through a 2.8-mm superior corneal incision. The anterior corneal wavefront aberrations for the 6.0-mm pupillary diameter was measured by iTrace wavefront aberrometer (Tracey Technologies, Inc.) preoperatively and 1 month postoperatively. Changes of root mean square (RMS) values of Z(3, -3), Z(3, 3), Z(3, -1), Z(3, 1), and Z(4, 0) and total high order aberration (HOA) were evaluated.

Results: The uncorrected and corrected visual acuities improve significantly (P<0.001). No significant postoperative changes were observed in spherical aberration (P=0.652). Significant changes in vertical coma and vertical trefoil (0.005±0.214 vs. -0.049±0.242, P=0.037; -0.141±0.222 vs. -0.258±0.359, P=0.001; separately). However, the total HOAs increased after cataract surgery (0.567±0.161 vs. 0.688±0.343, P<0.001).

Conclusions: Corneal vertical coma and vertical trefoil changes significantly in 2.8 mm superior corneal incision phacoemulsification cataract surgery. In addition, those had a trend to negative direction.

目的：总结大批量白内障扶贫手术的护理安全管理经验。方法：回顾性分析2013至2016年中山大学中山眼科中心医疗队完成大批量白内障扶贫手术的经验、针对下乡扶贫的特殊环境、患者入院时间短、手术量大、接台手术多以及患者自我管理能力差等情况，分析其安全隐患，并在护理过程中采取相应的安全措施。术前充分评估和准备，对患者进行健康指导；术中对手术环境规范管理；指导加强术后患者的自我管理。结果：8批次共1 064例白内障摘除联合人工晶体植入术顺利完成，无1例发生术后感染。结论：建立大批量白内障扶贫手术护理安全质量管理的规范流程是扶贫工作的重要环节，做好术前的评估和准备工作，落实患者的健康教育及术后患者自我管理指导，才能确保手术顺利进行。

Objective: To assess the safety of mass volume of cataract surgery and to identify the possible factors with enhanced patients’ safety. Methods: TTis is a retrospective case series. Clinical data of patients undergoing charity cataract extraction by surgeons from Zhongshan Ophthalmic Center between 2013 and 2016 was reviewed. TTe following factors were analyzed: safety management peri-operatively, educational interventions, intraoperative sterilization, and self-management after operations. Results: A total of 1 064 patients (8 sessions) underwent cataract extraction and intraocular lens implantation. No evidence of endophthalmitis in any cases was observed.Conclusion: Establishment of standardized operation procedures for nursing safety management is essential for safety of mass volume of charity cataract surgery in China. Adequate assessment and peri-operative endeavor, educational interventions, nurse guided self-management should be empowered to enhance patients’ safety. 

目的：探讨白内障小切口非超声乳化术向超声乳化术转型中的技术转变。

方法：对 2009 年 4 月 - 2009 年 12 月“光明工程”中白内障超声乳化手术转型期 193 例 193 眼的情况进行回顾性分析，同期行小切口非超声乳化吸除术患者 43 例 48 眼作对照。

结果：对照组术后第 1 日裸眼视力大于或等于 0.5 的比例高于治疗组（P < 0.05），术后第 1 周、 第 1 个月裸眼视力大于或等于 0.5 及术后第 1 个月最佳矫正视力大于或等于 0.5 的比例，两组比较差异无统计学意义（均 P > 0.05）。对照组术后主要并发症比率均低于治疗组（均 P < 0.05）。

结论：小切口非超声乳化术向超声乳化术转型中，由于技术差异较大，发生后囊破裂和角膜内皮水肿的几率较高，转型此手术要有熟练的显微手术基础、处理并发症的能力和一定的设备条件。

Purpose: To investigate the clinical outcome during the conversion from small incision sutureless cataract surgery (SICS) to phacoemulsification cataract surgery (phaco).

Methods: During the conversion period from SICS to phaco, 241 cataract cases were assigned to SICS and phaco surgery procedures. The intraoperative complications and early postoperative outcomes were assessed.

Results: The 1st day visual acuity outcome (VA 0.5 or better) was lower in the phaco group (P < 0.05); however, the visual acuity outcomes were no longer statistically different at 1 week and 1 month visits (P > 0.05 for each visit). Among 193 cases operated in the phaco group, 51 cases (26.4%) developed corneal edema at the 1 day visit, 13 cases (6.7%) had posterior capsular rupture, 5 cases (2.6%) had zonular rupture, and 5 cases (2.6%) failed to implant IOL. These rates were higher than those found in the SICS group.

Conclusion: The outcome of phaco cataract surgery is comparable with SICS during this conversion period. Techniques that the surgeons may pay attention to are also discussed.

目的：该课题通过对纳入患者进行术前艾森克人格问卷调查及性别、年龄、文化程度、收入水平等 资料收集，与白内障术后1天、1月、3月的视觉满意度进行Logistic有序回归分析术后视觉满意度与人格特质等因素的关联性，以期以期探究患者植入非球面型人工晶体后视觉满意度与人格特质的关联，同时也可根据艾森克人格问卷评分对患者的预后视觉满意度进行必要术前告知沟通，降低术后预期值，提高视觉满意度，减少纠纷。方法：按照纳入标准筛选出年龄在40~84岁的112名患者，其中男性65例，女性47例。术前记录性别、年龄、收入水平及文化程度及森克人格问卷简式量表中国版(Eysenck Personality Questionnaire Revise Short Scale，EPQ-RSC)调查结果。由经验丰富的同一术者进行手术，随访并记录术后1天、1月、3月的视觉满意度。对视觉满意度进行描述性统计分析，并以不同人格特质(E、P、N、L量表所得T分)、年龄、性别、文化程度、收入水平作自变量，以视觉满意度(术后1天、1月、3月)作因变量用SPSS19做logistic有序回归分析。并将有统计学关联的因子不同组别 的视觉满意度行Kruskal Wallis分析(H检验)看组间是否存在统计学差异，若存在，再进行两两秩和检验予以比较。结果：术后1天、1月、3月总视觉满意度分别为90.18%、82.41%、90.18%。Logistic回归分析得出：术后1天，男性患者，属中间型E类人格的患者视觉满意度较高。术后1月，年龄在40~49岁， 属中间型E类人格，患者视觉满意度较高。术后3月，年龄在40~49岁，属中间型E类人格，患者视觉满意度较高。相关因素行H检验后只有E量表的P<0.05，存在统计学意义，对E组内的不同分组行两两 秩和检验后得出多组间存在统计学差异，典型外向型E类人格视觉满意度最高，中间型视觉满意度次之，倾向内、外向型E类人格视觉满意度均偏低，且倾向内向型视觉满意度最低。结论：白内障患者超声乳化术后1天、1月、3月的总体视觉满意度间存显著差异，术后1天视觉满意度较高，术后1月略有下降，而术后3月视觉满意度提高。术后3月不同E量表表型的视觉满意度间存在统计学差异。

目的：该课题通过对纳入患者进行术前艾森克人格问卷调查及性别、年龄、文化程度、收入水平等 资料收集，与白内障术后1天、1月、3月的视觉满意度进行Logistic有序回归分析术后视觉满意度与人格特质等因素的关联性，以期以期探究患者植入非球面型人工晶体后视觉满意度与人格特质的关联，同时也可根据艾森克人格问卷评分对患者的预后视觉满意度进行必要术前告知沟通，降低术后预期值，提高视觉满意度，减少纠纷。方法：按照纳入标准筛选出年龄在40~84岁的112名患者，其中男性65例，女性47例。术前记录性别、年龄、收入水平及文化程度及森克人格问卷简式量表中国版(Eysenck Personality Questionnaire Revise Short Scale，EPQ-RSC)调查结果。由经验丰富的同一术者进行手术，随访并记录术后1天、1月、3月的视觉满意度。对视觉满意度进行描述性统计分析，并以不同人格特质(E、P、N、L量表所得T分)、年龄、性别、文化程度、收入水平作自变量，以视觉满意度(术后1天、1月、3月)作因变量用SPSS19做logistic有序回归分析。并将有统计学关联的因子不同组别 的视觉满意度行Kruskal Wallis分析(H检验)看组间是否存在统计学差异，若存在，再进行两两秩和检验予以比较。结果：术后1天、1月、3月总视觉满意度分别为90.18%、82.41%、90.18%。Logistic回归分析得出：术后1天，男性患者，属中间型E类人格的患者视觉满意度较高。术后1月，年龄在40~49岁， 属中间型E类人格，患者视觉满意度较高。术后3月，年龄在40~49岁，属中间型E类人格，患者视觉满意度较高。相关因素行H检验后只有E量表的P<0.05，存在统计学意义，对E组内的不同分组行两两 秩和检验后得出多组间存在统计学差异，典型外向型E类人格视觉满意度最高，中间型视觉满意度次之，倾向内、外向型E类人格视觉满意度均偏低，且倾向内向型视觉满意度最低。结论：白内障患者超声乳化术后1天、1月、3月的总体视觉满意度间存显著差异，术后1天视觉满意度较高，术后1月略有下降，而术后3月视觉满意度提高。术后3月不同E量表表型的视觉满意度间存在统计学差异。