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Branch retinal vein thrombosis and visual loss probably associated with pegylated interferon therapy of chronic hepatitis C
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作者 Luciana Lofego Gonalves Alberto Queiroz Farias +2 位作者 Patrícia Lofego Gonalves Elbio Antonio D'Amico Flair José Carrilho 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第28期4602-4603,共2页
Ophthalmological complications with interferon therapy are usually mild and reversible, not requiring the withdrawal of the treatment. We report a case of a patient who had visual loss probably associated with interfe... Ophthalmological complications with interferon therapy are usually mild and reversible, not requiring the withdrawal of the treatment. We report a case of a patient who had visual loss probably associated with interferon therapy. Chronic hepatitis C virus infection (genotype la) was diagnosed in a 33-year old asymptomatic man. His past medical history was unremarkable and previous routine ophthalmologic check-up was normal. Pegylated interferon alpha and ribavirin were started. Three weeks later he reported painless reduction of vision. Ophthalmologic examination showed extensive intraretinal hemorrhages and cottonwool spots, associated with inferior branch retinal vein thrombosis. Antiviral therapy was immediately discontinued, but one year later he persists with severely decreased visual acuity. This case illustrates the possibility of unpredictable and severe complications during pegylated interferon therapy. 展开更多
关键词 Hepatitis C INTERFERON visual loss
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Acute postoperatory visual loss following bilateral lung transplantation surgery:a case series
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作者 Rosa Gutierrez-Bonet Jorge Ruiz-Medrano +2 位作者 Maria Alarcon-Tomas Mónica Hijos Pilar Cifuentes-Canorea 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2017年第5期822-825,共4页
Dear Editor,I am Rosa Gutiérrez Bonet,former ophthalmology resident at Puerta de Hierro University Hospital,Madrid,Spain.I write to present four cases of cortical blindness(CB)after bilateral lung transplant(L... Dear Editor,I am Rosa Gutiérrez Bonet,former ophthalmology resident at Puerta de Hierro University Hospital,Madrid,Spain.I write to present four cases of cortical blindness(CB)after bilateral lung transplant(LT). 展开更多
关键词 LUNG Acute postoperatory visual loss following bilateral lung transplantation surgery a case series CASE
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Ecstasy-induced optic disc swelling and consequent visual loss
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作者 Michaela Ramsauer Stephan Thurau +1 位作者 Siegfried Priglinger Efstathios Vounotrypidis 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2020年第3期520-522,共3页
Dear Editor,We present the first reported case of unilateral optic disc swelling with subsequent persistent loss of vision triggered by ecstasy consumption in the case of a young man.Ecstasy is one of the most commonl... Dear Editor,We present the first reported case of unilateral optic disc swelling with subsequent persistent loss of vision triggered by ecstasy consumption in the case of a young man.Ecstasy is one of the most commonly consumed recreational drugs among young adults.Its main constituent and active substance is 3,4-methylenedioxymethamphetamine(MDMA). 展开更多
关键词 ECSTASY optic disc swelling visual loss
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Macular Perfusion Changes and Ganglion Cell Complex Loss in Patients with Silicone Oil-related Visual Loss 被引量:10
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作者 MA Ya ZHU Xiao Qing PENG Xiao Yan 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2020年第3期151-157,共7页
Objective The aim of this study was to investigate macular perfusion changes and ganglion cell complex(GCC)loss in patients with unexplained visual loss following vitrectomy and silicone oil(SO)tamponade,and to evalua... Objective The aim of this study was to investigate macular perfusion changes and ganglion cell complex(GCC)loss in patients with unexplained visual loss following vitrectomy and silicone oil(SO)tamponade,and to evaluate the correlation between retinal blood flow and GCC loss using optical coherence tomography angiography(OCTA)and optical coherence tomography(OCT).Methods This retrospective study included seven eyes(seven patients)with unexpected visual loss after vitrectomy and SO tamponade.OCTA was used to evaluate the alterations in retinal vessel density(VD)in the superficial capillary plexus(SCP),deep capillary plexus(DCP),and radial peripapillary capillary plexus(RPCP).OCT was used to measure the thickness of GCC and retinal nerve fiber layer(RNFL).Medical records of patients were reviewed.Results Quantitative analysis of OCTA images revealed a significant reduction in SCP VD in the affected eyes compared with the controls(all sections P<0.05).No difference was found in GCC thickness,but FLV(focal loss volume)and GLV(global loss volume)were significantly higher in the affected eyes(both P<0.001).SCP VD was inversely correlated with FLV and GLV.Conclusions Silicone oil-related severe visual loss was associated with superficial retinal microvasculature damage and ganglion cell apoptosis. 展开更多
关键词 SILICONE oil visual loss Optical coherence tomography ANGIOGRAPHY GANGLION cell complex
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Perioperative visual loss after spine surgery 被引量:8
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作者 Travis J Nickels Mariel R Manlapaz Ehab Farag 《World Journal of Orthopedics》 2014年第2期100-106,共7页
Perioperative visual loss(POVL) is an uncommon, but devastating complication that remains primarily associated with spine and cardiac surgery. The incidence and mechanisms of visual loss after surgery remain difficult... Perioperative visual loss(POVL) is an uncommon, but devastating complication that remains primarily associated with spine and cardiac surgery. The incidence and mechanisms of visual loss after surgery remain difficult to determine. According to the American Society of Anesthesiologists Postoperative Visual Loss Registry, the most common causes of POVL in spine procedures are the two different forms of ischemic optic neuropathy: anterior ischemic optic neuropathy and posterior ischemic optic neuropathy, accounting for 89% of the cases. Retinal ischemia, cortical blindness, and posterior reversible encephalopathy are also observed, but in a small minority of cases. A recent multicenter case control study has identified risk factors associated with ischemic optic neuropathy for patients undergoing prone spinal fusion surgery. These include obesity, male sex, Wilson frame use, longer anesthetic duration, greater estimated blood loss, and decreased percent colloid administration. These risk factors are thought to contribute to the elevation of venous pressure and interstitial edema, resulting in damage to the optic nerve by compression of the vessels that feed the optic nerve, venous infarction or direct mechanical compression. This review will expand on these findings as well as the recently updated American Society of Anesthesiologists practice advisory on POVL. There are no effectivetreatment options for POVL and the diagnosis is often irreversible, so efforts must focus on prevention and risk factor modification. The role of crystalloids versus colloids and the use of α-2 agonists to decrease intraocular pressure during prone spine surgery will also be discussed as a potential preventative strategy. 展开更多
关键词 PERIOPERATIVE visual loss Ischemic optic NEUROPATHY Central retinal artery occlusion Cortical BLINDNESS POSTERIOR reversible ENCEPHALOPATHY Spine surgery PRONE positioning
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Visual Loss after Cardiopulmonary Bypass (CABG) for Coronary Artery Disease: A Report of Case
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作者 Christos Simoglou Fotios Konstantinou +2 位作者 Dimitrios Mikroulis Savvas Elefteriadis Georgios Bougioukas 《World Journal of Cardiovascular Surgery》 2015年第5期45-48,共4页
We are reporting a 59-year-old male who presented with features of bilateral anterior ischaemic optic neuropathy after coronary artery bypass grafting. Postoperative vision loss after major nonocular surgery is a very... We are reporting a 59-year-old male who presented with features of bilateral anterior ischaemic optic neuropathy after coronary artery bypass grafting. Postoperative vision loss after major nonocular surgery is a very rare but devastating complication since it has the potential to cause bilateral, severe and permanent loss of vision. 展开更多
关键词 CARDIOPULMONARY BYPASS visual loss Ophthalmological Test Cross-Clamp EXTRACORPOREAL Circulation
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Bruch's membrane opening-minimum rim width and visual field loss in glaucoma:a broken stick analysis 被引量:1
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作者 Keun-Heung Park Ji-Woong Lee +2 位作者 Jin-Mi Kim Kouros Nouri-Mahdavi Joseph Caprioli 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2018年第5期828-834,共7页
AIM:To determine the Bruch's membrane opening-minimum rim width(BMO-MRW) tipping point where corresponding visual field(VF) damages become detectable.METHODS:A total of 85 normal subjects and 83 glaucoma patie... AIM:To determine the Bruch's membrane opening-minimum rim width(BMO-MRW) tipping point where corresponding visual field(VF) damages become detectable.METHODS:A total of 85 normal subjects and 83 glaucoma patients(one eye per participant) were recruited for the study.All of the patients had VF examinations and spectral-domain optical coherence tomography to measure the BMO-MRW.Total deviation values for 52 VF points were allocated to the corresponding sector according to the Garway-Heath distribution map.To evaluate the relationship between VF loss and BMOMRW measurements,a "broken-stick" statistical model was used.The tipping point where the VF values started to sharply decrease as a function of BMO-MRW measurements was estimated and the slopes above and below this tipping point were compared.RESULTS:A 25.9% global BMO-MRW loss from normative value was required for the VF loss to be detectable.Sectorally,substantial BMO-MRW thinning in inferotemporal sector(33.1%) and relatively less BMO-MRW thinning in the superotemporal sector(8.9%) were necessary for the detection of the VF loss.Beyond the tipping point,the slopes were close to zero throughout all of the sectors and the VF loss was unrelated to the BMO-MRW loss.The VF loss was related to the BMO-MRW loss below the tipping point.The difference between the two slopes was statistically significant(P≤0.002).CONCLUSION:Substantial BMO-MRW loss appears to be necessary for VF loss to be detectable in patients with open angle glaucoma with standard achromatic perimetry. 展开更多
关键词 Bruch's membrane opening-minimum rim width visual field loss structure function relationship broken stick model optical coherence tomography
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Impact of binocular visual field loss on driving performance in glaucoma patients
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作者 Zhen-Ying Jiang Jing Chen +1 位作者 Jing Yao Shao-Hong Qian 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2021年第1期112-119,共8页
AIM:To evaluate the driving performance in young and middle-aged Chinese glaucoma patients with mild to severe visual field loss compared to those without glaucoma by using a driving simulation test.METHODS:Twenty-nin... AIM:To evaluate the driving performance in young and middle-aged Chinese glaucoma patients with mild to severe visual field loss compared to those without glaucoma by using a driving simulation test.METHODS:Twenty-nine participants were included in this study:nine patients with glaucoma but pass the binocular Esterman visual field test,ten patients with glaucoma and fail the binocular Esterman visual field test,and ten age-matched healthy controls.A driving simulation test was designed as a frequency-based analysis of a lanekeeping task.The total performance error,the controlresponse amplitude and delay were calculated.RESULTS:Esterman visual field test fail group showed the longest delay of control-response among three groups(P=0.02).And the delay in lane-keeping task was significantly associated with inferior field of better-eye(r=0.51,P=0.004)and integrated visual field(r=0.55,P=0.002).CONCLUSION:Young and middle-aged glaucoma patients with binocular visual field loss suffered from a longer delay of response in driving simulation test,while inferior visual field having more impact than superior visual field. 展开更多
关键词 driving simulation binocular visual field loss GLAUCOMA young middle-aged
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Calculation and Management for Mining Loss and Dilution under 3D Visualization Technical Condition 被引量:3
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作者 Weijing Wang Shaofeng Huang +1 位作者 Xiaobo Wu Qingfei Ma 《Journal of Software Engineering and Applications》 2011年第5期329-334,共6页
The mining loss rate and dilution rate are the key indicators for the mining technology and management level of mining enterprises. Aiming at the practical problems such as the large workload but inaccurate data of th... The mining loss rate and dilution rate are the key indicators for the mining technology and management level of mining enterprises. Aiming at the practical problems such as the large workload but inaccurate data of the traditional loss and dilution calculation method, this thesis introduces the operating principle and process of calculating the loss rate and dilution rate at the mining fields by adopting geological models. As an example, authors establishes 3D models of orebody units in the exhausted area and mining fields in Yangshu Gold Mine in Liaoning Province, and conduct Boolean calculation among the models to obtain the calculation parameters of loss and dilution, and thereby calculate out the dilution rate and loss rate of the mining fields more quickly and accurately. 展开更多
关键词 CALCULATION and MANAGEMENT MINING loss and DILUTION 3D visualization INTRODUCTION
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基于改进YOLOv7的公路路面病害检测算法
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作者 罗晖 马治伟 +2 位作者 斯成浩 韩岳霖 王亚民 《华东交通大学学报》 2026年第1期93-100,共8页
针对公路路面病害类别多样、尺度差异显著及背景复杂度高等问题,提出一种基于改进YOLOv7的公路路面病害检测算法。首先,在颈部网络中引入显式视觉中心模块,以充分获取输入特征的全局与局部信息,提升对小目标的特征提取能力;其次,设计特... 针对公路路面病害类别多样、尺度差异显著及背景复杂度高等问题,提出一种基于改进YOLOv7的公路路面病害检测算法。首先,在颈部网络中引入显式视觉中心模块,以充分获取输入特征的全局与局部信息,提升对小目标的特征提取能力;其次,设计特征融合模块RFECSP,通过增强对多类、多尺度病害的特征融合效果,以解决因细节信息丢失及背景无关区域干扰导致的检测精度低下问题;最后,采用MPDIoU损失函数,进一步提升网络的收敛速度和检测精度。实验结果表明,该算法对路面病害检测效果显著,能够有效满足公路路面裂缝或坑槽类病害的检测需求。 展开更多
关键词 病害检测 显式视觉中心 感受野 混合池化 损失函数
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结合双路径骨干与Transformer增强的道路场景检测方法
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作者 邱云飞 姚曦彤 辛浩 《计算机工程与应用》 北大核心 2026年第2期302-312,共11页
道路场景检测要求模型能够做出快速和精确的判断,然而在实际场景中由于目标尺度间的差异、误检及漏检情况,导致小模型不太准确,而大模型速度较慢。针对上述问题,提出一种结合双路径骨干与Transformer增强的道路场景检测方法(Dynamic-DAN... 道路场景检测要求模型能够做出快速和精确的判断,然而在实际场景中由于目标尺度间的差异、误检及漏检情况,导致小模型不太准确,而大模型速度较慢。针对上述问题,提出一种结合双路径骨干与Transformer增强的道路场景检测方法(Dynamic-DANet)。提出复合双路径骨干网络,通过级联高分辨率与低分辨率骨干,促进骨干网络语义特征与空间细节的交互。提出邻层特征交互网络,通过逐层地对相邻层特征进行拼接,并引入加权系数自适应地捕获不同层级特征,利用Transformer增强的自注意机制促进全局上下文信息的融合。应用MPDIoU边界回归损失函数,进一步简化模型计算量,加速模型收敛。以复合双路径骨干网络为基础,基于多尺度特征设计分类路由,实现模型动态决策。在KITTI和BDD100K数据集上验证所提方法的有效性,平均检测精度值(mAP)分别达到了88.7%和40.2%,检测速度(FPS)分别实现了每秒178帧和每秒166帧。相较于主流的YOLOv7-tiny、YOLOv8和YOLOv10等算法在评价指标数值和可视化效果上均有明显改善。实验结果表明,所提方法提升了复杂道路场景下的检测性能,并且实现了将两个静态检测器融合为一个动态检测器,以更优的计算消耗实现更佳的检测效果。 展开更多
关键词 道路场景检测 复合骨干网络 视觉Transformer 上下文信息 动态推理 MPDIoU边界损失
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基于胶囊网络与Transformer的细粒度图像分类
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作者 刘正华 龚小玉 +1 位作者 梁彧骁 梁艳洁 《现代电子技术》 北大核心 2026年第8期137-144,共8页
花卉细粒度图像分类在品种鉴定、精准园艺和智能育种等领域具有重要的应用价值,但形态相似品种间特征差异微小、背景复杂干扰显著,导致现有方法的精度识别不高。针对该问题,提出一种基于胶囊网络与视觉Transformer的细粒度图像分类架构... 花卉细粒度图像分类在品种鉴定、精准园艺和智能育种等领域具有重要的应用价值,但形态相似品种间特征差异微小、背景复杂干扰显著,导致现有方法的精度识别不高。针对该问题,提出一种基于胶囊网络与视觉Transformer的细粒度图像分类架构,以提升特征表征能力与分类性能。首先,设计双频注意力特征提取模块,通过高频与低频并行分支并结合基于Sobel梯度的空间注意力、频域注意力、ECA通道注意力,实现纹理边缘与结构信息的高效建模;其次,构建基于胶囊的视觉Transformer框架,该框架包括胶囊视觉嵌入模块和改进型胶囊感知Transformer编码器,通过显式解耦胶囊模长与方向并引入门控残差与squash非线性,协同建模局部与全局特征;最后,提出联合损失优化策略,从判别性、重构性与泛化能力等角度对模型训练进行优化。实验结果表明,所提方法在Flowers数据集上的识别准确率较高,鲁棒性强,验证了其在复杂场景下的有效性与先进性。 展开更多
关键词 细粒度图像分类 视觉Transformer 融合机制 胶囊网络 联合损失优化 双频注意力
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异体蛋白致左眼视网膜脉络膜炎1例
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作者 王友 刘开群 丁小燕 《中国眼耳鼻喉科杂志》 2026年第S1期41-44,共4页
患者女性,22岁,因左眼突发无痛性视力下降10 d入院;发病前接受腹部穴位羊肠线埋线治疗。入院后左眼最佳矫正视力降至眼前手动,玻璃体轻度混浊,后极部视网膜轻度水肿;光学相干层析成像(OCT)提示左眼玻璃体视网膜点状高反射,椭圆体带消失... 患者女性,22岁,因左眼突发无痛性视力下降10 d入院;发病前接受腹部穴位羊肠线埋线治疗。入院后左眼最佳矫正视力降至眼前手动,玻璃体轻度混浊,后极部视网膜轻度水肿;光学相干层析成像(OCT)提示左眼玻璃体视网膜点状高反射,椭圆体带消失,视网膜色素上皮层(RPE)见大量中高反射突起,脉络膜较对侧增厚;吲哚菁绿眼底血管造影(ICG)示后极部大量点状及弥漫性荧光遮蔽,晚期更显著。实验室检查阴性。予甲泼尼龙250 mg静脉滴注冲击治疗3 d,同时辅以营养神经、护胃、补钙补钾等对症支持治疗。治疗后左眼最佳矫正视力逐渐恢复至0.5。讨论体会:腹部穴位羊肠线埋线治疗可能成为视网膜脉络膜炎的诱因,早期结合病史、影像学特征及实验室检查明确诊断,并及时采取糖皮质激素冲击治疗,可有效改善患者视功能预后,为临床同类病例的诊治提供参考依据。 展开更多
关键词 葡萄膜炎 视网膜脉络膜炎 异体蛋白 视力下降
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组合式外固定架与锁定钢板内固定治疗对老年高危肱骨近端骨折患者临床效果及失血量的影响
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作者 惠红超 田雅峰 +4 位作者 王江泳 周海 李泽松 张树滨 田野 《临床误诊误治》 2026年第5期51-60,共10页
目的分析组合式外固定架与锁定钢板内固定治疗对老年高危肱骨近端骨折患者临床效果及失血量的影响。方法选取2022年1月至2023年12月收治的老年高危肱骨近端骨折患者45例,按手术方式不同将采用组合式外固定架手术治疗的20例纳入外固定架... 目的分析组合式外固定架与锁定钢板内固定治疗对老年高危肱骨近端骨折患者临床效果及失血量的影响。方法选取2022年1月至2023年12月收治的老年高危肱骨近端骨折患者45例,按手术方式不同将采用组合式外固定架手术治疗的20例纳入外固定架治疗组,采用锁定钢板内固定术治疗的25例纳入锁定钢板治疗组。比较两组围术期指标及失血量。比较两组术前及术后1、3、6个月疼痛视觉模拟评分法(VAS)评分、Constant-Murley评分以及肩关节前屈、外展及外旋动作中的活动范围(ROM)。观察两组术后并发症发生情况。结果外固定架治疗组手术时间、切口长度、住院时间均短于锁定钢板治疗组(P<0.05)。外固定架治疗组与锁定钢板治疗组骨折愈合时间比较无统计学差异(P>0.05)。外固定架治疗组的总失血量、显性失血量、隐性失血量均少于锁定钢板治疗组(P<0.05)。术前及术后1、6个月,两组疼痛VAS评分、Constant-Murley评分、肩关节前屈ROM、肩关节外展ROM、肩关节外旋ROM比较均无统计学差异(P>0.05)。术后3个月,两组疼痛VAS评分、Constant-Murley评分、肩关节前屈ROM、肩关节外旋ROM比较无统计学差异(P>0.05),但外固定架治疗组在外展ROM方面优于锁定钢板治疗组(P<0.05)。术后1、3、6个月,两组疼痛VAS评分随时间推移呈减少趋势(P<0.05),而Constant-Murley评分、肩关节前屈ROM、肩关节外展ROM、肩关节外旋ROM均随时间推移呈增加趋势(P<0.05)。两组术后均未出现切口感染、针道感染、深静脉血栓、内外固定物松动或断裂、骨折不愈合等并发症。结论锁定钢板内固定与组合式外固定架手术对老年高危肱骨近端骨折患者皆有良好的临床疗效。组合式外固定架术式为闭合复位,手术创伤小,操作简单,对患者失血量的影响较小,更适用于骨折移位较小、身体状况较差的老年高危患者。在临床治疗过程中应根据肱骨近端骨折患者具体情况选择合适的手术方式。 展开更多
关键词 肱骨近端骨折 老年人 外固定架 锁定钢板 隐性失血 Constant-Murley评分 视觉模拟评分法 肩关节活动度
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Haemorrhagic retinopathy with subfoveal haemorrhage following endoscopic spine surgery:a case report
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作者 Nor Azimah Abd Aziz Nurliyana Ain Abdul Ghani +1 位作者 Chee Wai Yip Shelina Oli Mohamed 《International Journal of Ophthalmology(English edition)》 2025年第12期2397-2399,共3页
Dear Editor,We present a rare case of postoperative visual loss attributed to haemorrhagic retinopathy with delayed presentation following an uncomplicated unilateral biportal endoscopic L5S1 rhizolysis.Postoperative ... Dear Editor,We present a rare case of postoperative visual loss attributed to haemorrhagic retinopathy with delayed presentation following an uncomplicated unilateral biportal endoscopic L5S1 rhizolysis.Postoperative visual loss is a rare but devastating complication following spinal surgery^([1-2]).Recognised causes include ischemic optic neuropathy,occlusive vasculopathy and cortical blindness^([1]).Bilateral haemorrhagic retinopathy is an uncommon complication mentioned in the literature. 展开更多
关键词 endoscopic spine surgery haemorrhagic retinopathy postoperative visual loss ischemic optic neuropathyocclusive vasculopathy cortical blindness bilateral haemorrhagic retinopathy visual loss spinal surgery recognised subfoveal haemorrhage
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数据分析在电力线损异常诊断中的应用
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作者 张扬 《移动信息》 2026年第1期301-302,305,共3页
文中首先探讨了数据分析技术在电力线损异常诊断中的核心作用与实践路径。然后阐述了数据分析赋能线损管理的三大优势,并详细分析了电量数据、设备参数、运行数据及环境数据等关键数据在异常诊断中的价值。最后提出了数据预处理、关联... 文中首先探讨了数据分析技术在电力线损异常诊断中的核心作用与实践路径。然后阐述了数据分析赋能线损管理的三大优势,并详细分析了电量数据、设备参数、运行数据及环境数据等关键数据在异常诊断中的价值。最后提出了数据预处理、关联分析、特征工程等关键技术流程,结合LSTM神经网络、孤立森林算法等工具,构建了从数据采集到根因诊断的完整分析框架。研究表明,数据分析通过构建全量数据监控体系与智能诊断模型,显著提升了线损管理的实时性与精准性。 展开更多
关键词 线损异常诊断 数据分析技术 智能诊断流程 数据可视化
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Delayed Visual Recovery from Optic Nerve Injury Following a Procedure of Orbital Wall Reconstruction
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作者 Chengzhe Wu Yingjun Li +1 位作者 Xun Cui Zhengri Li 《Journal of Biosciences and Medicines》 2020年第1期38-41,共4页
The acute onset of the vision loss by optic never injury following orbital wall reconstruction, has been reported in 0.5% - 5.0% of the cases. Visual impairment can be recovered within an early period after injury. De... The acute onset of the vision loss by optic never injury following orbital wall reconstruction, has been reported in 0.5% - 5.0% of the cases. Visual impairment can be recovered within an early period after injury. Delayed visual recovery from optic nerve injury during a procedure of orbital wall reconstruction has not been reported. We report a case of delayed recovery from optic nerve injury which occurred following orbital wall reconstruction. A 78-year-old man underwent orbital wall reconstruction for medial wall fracture and resulting enophthalmos in the right eye, one week after a traffic accident. Immediate after surgery, postoperative visual acuity in the right eye decreased to light perception, and relative afferent pupillary defect (RAPD) was detected. In spite of mega-dose steroid treatment, the visual acuity did not improve. However, 8 months after surgery, visual acuity began to recover to 0.1, and the degree of RAPD decreased. Twelve months after surgery, visual acuity in the right eye was 0.4, and pupillary light reflex was normal. Our report suggests that patients with optic neuropathy by surgery or trauma require long-term follow-up, regardless of early response to mega-dose steroid treatment. 展开更多
关键词 visual loss DELAYED visual Recovery Optic NERVE Injury Mega-Dose STEROID
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Application of Weighted Cross-Entropy Loss Function in Intrusion Detection 被引量:3
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作者 Ziyun Zhou Hong Huang Binhao Fang 《Journal of Computer and Communications》 2021年第11期1-21,共21页
The deep learning model is overfitted and the accuracy of the test set is reduced when the deep learning model is trained in the network intrusion detection parameters, due to the traditional loss function convergence... The deep learning model is overfitted and the accuracy of the test set is reduced when the deep learning model is trained in the network intrusion detection parameters, due to the traditional loss function convergence problem. Firstly, we utilize a network model architecture combining Gelu activation function and deep neural network;Secondly, the cross-entropy loss function is improved to a weighted cross entropy loss function, and at last it is applied to intrusion detection to improve the accuracy of intrusion detection. In order to compare the effect of the experiment, the KDDcup99 data set, which is commonly used in intrusion detection, is selected as the experimental data and use accuracy, precision, recall and F1-score as evaluation parameters. The experimental results show that the model using the weighted cross-entropy loss function combined with the Gelu activation function under the deep neural network architecture improves the evaluation parameters by about 2% compared with the ordinary cross-entropy loss function model. Experiments prove that the weighted cross-entropy loss function can enhance the model’s ability to discriminate samples. 展开更多
关键词 Cross-Entropy loss Function visualization Analysis Intrusion Detection KDD Data Set ACCURACY
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小样本光伏组件表面隐裂的视觉识别仿真分析
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作者 章立宗 李勇 +1 位作者 王兆旭 汪磊 《计算机仿真》 2026年第1期172-176,共5页
光伏组件受到机械应力、热应力等因素的影响,表面会产生微小的裂纹。小样本光伏组件的数据稀缺性,使识别过程的泛化能力受限,影响最终的识别效果。对此,提出小样本光伏组件表面隐裂视觉识别方法。在不改变关键特征的前提下增加样本多样... 光伏组件受到机械应力、热应力等因素的影响,表面会产生微小的裂纹。小样本光伏组件的数据稀缺性,使识别过程的泛化能力受限,影响最终的识别效果。对此,提出小样本光伏组件表面隐裂视觉识别方法。在不改变关键特征的前提下增加样本多样性,计算图像数据集均值和标准差,获得归一化图像样本数据。利用YOLOv5s网络和C3CA模块求出归一化样本中位置敏感特征权重,输出光伏组件表面特征。采用交叉熵损失与标签平滑策略评估分类器输出,调整交叉熵损失,提高训练过程的泛化能力。结合三元组与隐式分类损失缩小同类样本距离,区分出主类别,完成小样本光伏组件表面隐裂视觉识别。通过实验,证明所提方法能够实现小样本光伏组件表面隐裂视觉识别,减少误检和漏检,保证光伏组件的质量与设备运行稳定。 展开更多
关键词 小样本光伏组件 隐裂视觉识别 权重矩阵 交叉熵损失 反向传播
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Visual Basic 4.0版本中的通讯问题研究
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作者 李冰 张焱 《天津理工学院学报》 1998年第3期43-45,共3页
VisualBasic是深受程序员欢迎的一种编程软件.作者在利用VB的通讯控件进行通信口管理时,发现有数据丢失现象.本文分析了造成数据丢失的原因,提出了解决问题的方法,并在变电站计算机综合自动化控制系统中得到了应用.
关键词 visualBASIC 数据通讯 数据丢失 通讯控件
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