首页 > 最新文献

Taiwan Journal of Ophthalmology最新文献

英文 中文
The path to clinical translation for visible light optical coherence tomography in retinal imaging. 视网膜成像中可见光光学相干断层扫描的临床翻译路径。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-08-29 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-25-00078
Qingyu Chen, Stephanie Lauren Nolen, Sydni Adriana Spencer, Ji Yi

Visible light optical coherence tomography (VIS-OCT) has made significant progress in the past decade from in vivo proof-of-concept retinal imaging in preclinical models to human clinical translation. The technical advances of VIS-OCT imaging devices include new light sources, optical fiber components, balanced detection methods, and an array of data processing methods. We summarize the unique features of using VIS-OCT in comparison with near-infrared OCT (NIR-OCT), including ultra-high resolution, retinal microvascular oximetry, and reflectance spectroscopy. The ultra-high resolution is granted by the shorter wavelengths in the visible light range ~500-650 nm, as compared with the conventional OCT wavelengths >800 nm. Detailed sub-bandings in the inner plexiform layer and outer segment of photoreceptors, as well as in the retinal pigment epithelium and Bruch's membrane, are consistently resolved in VIS-OCT. The three-dimensional resolving capacity of VIS-OCT allows better isolation of hemoglobin absorption features, allowing blood oxygen saturation (SO2) calculation in retinal microvasculature. Oximetry calculations were performed down to the capillary level in humans, albeit through massive averaging, which was unattainable by previous methods. Advancing VIS-OCT technology has a high potential to produce significant clinical impact in ophthalmology in the near future.

可见光光学相干断层扫描(VIS-OCT)在过去十年中取得了重大进展,从临床前模型的体内概念验证视网膜成像到人类临床翻译。VIS-OCT成像设备的技术进步包括新的光源、光纤元件、平衡检测方法和一系列数据处理方法。我们总结了VIS-OCT与近红外OCT (NIR-OCT)相比的独特特点,包括超高分辨率,视网膜微血管血氧测量和反射光谱。与传统的OCT波长bbb800 nm相比,可见光范围内的波长较短,达到了500-650 nm的超高分辨率。在视觉- oct中,光感受器内丛状层和外段以及视网膜色素上皮和布鲁氏膜中的详细亚带一致被分辨出来。VIS-OCT的三维分辨能力可以更好地分离血红蛋白吸收特征,从而计算视网膜微血管中的血氧饱和度(SO2)。血氧计计算被执行到人类毛细血管水平,尽管通过大量平均,这是以前的方法无法实现的。在不久的将来,VIS-OCT技术的发展将在眼科领域产生重大的临床影响。
{"title":"The path to clinical translation for visible light optical coherence tomography in retinal imaging.","authors":"Qingyu Chen, Stephanie Lauren Nolen, Sydni Adriana Spencer, Ji Yi","doi":"10.4103/tjo.TJO-D-25-00078","DOIUrl":"10.4103/tjo.TJO-D-25-00078","url":null,"abstract":"<p><p>Visible light optical coherence tomography (VIS-OCT) has made significant progress in the past decade from <i>in vivo</i> proof-of-concept retinal imaging in preclinical models to human clinical translation. The technical advances of VIS-OCT imaging devices include new light sources, optical fiber components, balanced detection methods, and an array of data processing methods. We summarize the unique features of using VIS-OCT in comparison with near-infrared OCT (NIR-OCT), including ultra-high resolution, retinal microvascular oximetry, and reflectance spectroscopy. The ultra-high resolution is granted by the shorter wavelengths in the visible light range ~500-650 nm, as compared with the conventional OCT wavelengths >800 nm. Detailed sub-bandings in the inner plexiform layer and outer segment of photoreceptors, as well as in the retinal pigment epithelium and Bruch's membrane, are consistently resolved in VIS-OCT. The three-dimensional resolving capacity of VIS-OCT allows better isolation of hemoglobin absorption features, allowing blood oxygen saturation (SO<sub>2</sub>) calculation in retinal microvasculature. Oximetry calculations were performed down to the capillary level in humans, albeit through massive averaging, which was unattainable by previous methods. Advancing VIS-OCT technology has a high potential to produce significant clinical impact in ophthalmology in the near future.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"389-398"},"PeriodicalIF":1.2,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456912/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shining light on photoreceptors: A minireview on the development and clinical applications of optoretinography. 光感受器上的照射:光视网膜造影术的发展和临床应用综述。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-08-29 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-25-00066
Alexander Matteson, Anna Andrews, David Huang, Siyu Chen

Retinal diseases often result in photoreceptor dysfunction and cell death, leading to progressive vision impairment and eventual blindness. Clinical management can benefit from assessing photoreceptor mediated visual function, such as for progression monitoring. Meanwhile, therapeutic development requires accurate and reliable vision end points. The emerging optoretinography (ORG) technologies promise noninvasive, objective, and highly sensitive markers of photoreceptor function. ORG is an umbrella term that covers several imaging modalities that use intrinsic optical signal, i.e., without dyes or labeling agents, to quantify photoreceptor responses to light. Early studies showed stimulus-evoked light scattering and morphological changes in isolated photoreceptor and retina, which provided the experimental foundation for subsequent inquires in vivo. Technology advancements allowed for optically quantifying photoreceptor light responses in live human subjects using two-dimensional (2D) fundus photography and 3D optical coherence tomography (OCT). The integration of adaptive optics (AO) with OCT enabled direct measurements of outer segment length changes of individual human photoreceptors, revealing essential steps of the phototransduction cascades. In an effort to enlarge measurement field of view, ease imaging workflow, and improve accessibility, more recent studies investigated ORG techniques without the need to resolve or track individual cells. Clinical ORG imaging culminated in demonstrating highly sensitive and reliable detection of photoreceptor dysfunction in patients with degenerative retinal diseases. Ongoing development of both AO and non-AO ORG approaches promises to advance our understanding of phototransduction and the visual processing pathway, while establishing a powerful clinical tool for assessing vision.

视网膜疾病往往导致感光功能障碍和细胞死亡,导致进行性视力障碍和最终失明。临床管理可以受益于评估光感受器介导的视觉功能,如进展监测。同时,治疗发展需要准确可靠的视力终点。新兴的视网膜造影(ORG)技术承诺无创、客观和高度敏感的光感受器功能标记。ORG是一个总称,涵盖了几种使用内在光信号的成像模式,即不使用染料或标记剂,量化光感受器对光的反应。早期研究发现刺激引起的光散射和离体光感受器和视网膜的形态学改变,为后续的体内研究提供了实验基础。技术进步允许使用二维(2D)眼底摄影和三维光学相干断层扫描(OCT)对活体人类受试者的光感受器光反应进行光学量化。自适应光学(AO)与OCT的集成使得可以直接测量单个人类光感受器的外段长度变化,揭示光导级联的基本步骤。为了扩大测量视野,简化成像工作流程,提高可访问性,最近的研究调查了不需要解析或跟踪单个细胞的ORG技术。临床ORG成像最终证明了对退行性视网膜疾病患者光感受器功能障碍的高度敏感和可靠的检测。持续发展的AO和非AO的ORG方法有望促进我们对光传导和视觉处理途径的理解,同时建立一个强大的临床工具来评估视力。
{"title":"Shining light on photoreceptors: A minireview on the development and clinical applications of optoretinography.","authors":"Alexander Matteson, Anna Andrews, David Huang, Siyu Chen","doi":"10.4103/tjo.TJO-D-25-00066","DOIUrl":"10.4103/tjo.TJO-D-25-00066","url":null,"abstract":"<p><p>Retinal diseases often result in photoreceptor dysfunction and cell death, leading to progressive vision impairment and eventual blindness. Clinical management can benefit from assessing photoreceptor mediated visual function, such as for progression monitoring. Meanwhile, therapeutic development requires accurate and reliable vision end points. The emerging optoretinography (ORG) technologies promise noninvasive, objective, and highly sensitive markers of photoreceptor function. ORG is an umbrella term that covers several imaging modalities that use intrinsic optical signal, i.e., without dyes or labeling agents, to quantify photoreceptor responses to light. Early studies showed stimulus-evoked light scattering and morphological changes in isolated photoreceptor and retina, which provided the experimental foundation for subsequent inquires <i>in vivo</i>. Technology advancements allowed for optically quantifying photoreceptor light responses in live human subjects using two-dimensional (2D) fundus photography and 3D optical coherence tomography (OCT). The integration of adaptive optics (AO) with OCT enabled direct measurements of outer segment length changes of individual human photoreceptors, revealing essential steps of the phototransduction cascades. In an effort to enlarge measurement field of view, ease imaging workflow, and improve accessibility, more recent studies investigated ORG techniques without the need to resolve or track individual cells. Clinical ORG imaging culminated in demonstrating highly sensitive and reliable detection of photoreceptor dysfunction in patients with degenerative retinal diseases. Ongoing development of both AO and non-AO ORG approaches promises to advance our understanding of phototransduction and the visual processing pathway, while establishing a powerful clinical tool for assessing vision.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"399-410"},"PeriodicalIF":1.2,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456911/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Proton beam radiotherapy as an alternative to enucleation in adult intraocular medulloepithelioma. 质子束放疗作为成人眼内髓样上皮瘤去核治疗的替代方法。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-08-19 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-25-00013
Wei-Hsiang Lin, Yueh-Ju Tsai, Shih-Ming Jung, An-Ning Chao
{"title":"Proton beam radiotherapy as an alternative to enucleation in adult intraocular medulloepithelioma.","authors":"Wei-Hsiang Lin, Yueh-Ju Tsai, Shih-Ming Jung, An-Ning Chao","doi":"10.4103/tjo.TJO-D-25-00013","DOIUrl":"10.4103/tjo.TJO-D-25-00013","url":null,"abstract":"","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"499-501"},"PeriodicalIF":1.2,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456905/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a high-resolution three-dimensional optical coherence tomography for characterization of epithelial cell products for corneal cell therapy. 用于角膜细胞治疗的上皮细胞产物表征的高分辨率三维光学相干断层扫描的发展。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-08-19 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-25-00087
Hsu-Hang Yeh, Vladlen Klochkov, Chia-Ying Tsai, Wei-Lun Huang, Sheng-Lung Huang, Wei-Li Chen

Purpose: This study aimed to develop a high-resolution full-field optical coherence tomography (HR-FFOCT) system for automated three-dimensional (3D) imaging of cultivated epithelial cell sheets and biopsied tissue used in corneal regenerative therapy.

Materials and methods: A commercial HR-FFOCT system (ApolloVue® S100, AMO, Taiwan), originally for dermatological imaging, was re-engineered for <2 μm resolution imaging of rabbit limbal and oral mucosal tissues for limbal stem cell deficiency treatment. Modifications included a piezoelectric transducer for precise Z-stack acquisition, customized LED illumination for registration, and a specialized platform for culture dishes. The system enabled en face and cross-sectional imaging with 3D reconstruction. Rabbit-derived products for cultivated limbal epithelial transplantation (CLET) and cultivated oral mucosal epithelial transplantation (COMET) were imaged before cultivation. Morphology, stratification, and protein expression were analyzed and validated with immunocytochemistry (ICC).

Results: The optimized system produced high-resolution en face and Z-stack images with accurate alignment, capturing stratified epithelial layers in CLET and oral mucosal tissue. Reconstructed 3D images revealed structural detail consistent with ICC-verified expression of junctional proteins, including occludin and actin. Both two-dimensional and 3D visualization of biopsied oral mucosal tissue was achieved. The system enabled noninvasive monitoring of epithelial sheet architecture and thickness without sectioning.

Conclusion: The reconstructed HR-FFOCT system provides a noninvasive, real-time imaging platform for assessing epithelial cell sheets and biopsied tissue in corneal regenerative therapy. It offers potential for standardizing quality evaluation of cell-based products before transplantation and advancing translational applications in regenerative medicine.

目的:本研究旨在开发一种高分辨率的全视野光学相干断层扫描(HR-FFOCT)系统,用于角膜再生治疗中培养上皮细胞片和活检组织的自动三维成像。材料和方法:最初用于皮肤成像的商用HR-FFOCT系统(ApolloVue®S100, AMO,台湾)被重新设计用于结果:优化后的系统产生高分辨率的正面和z堆叠图像,具有精确的对齐,捕获CLET和口腔粘膜组织中的分层上皮层。重建的3D图像显示了与icc验证的连接蛋白表达一致的结构细节,包括occludin和actin。实现了口腔粘膜组织活检的二维和三维可视化。该系统无需切片即可实现对上皮片结构和厚度的无创监测。结论:重建的HR-FFOCT系统为角膜再生治疗中上皮细胞片和活检组织的评估提供了一个无创的实时成像平台。它为移植前标准化细胞产品的质量评估和推进再生医学的转化应用提供了潜力。
{"title":"Development of a high-resolution three-dimensional optical coherence tomography for characterization of epithelial cell products for corneal cell therapy.","authors":"Hsu-Hang Yeh, Vladlen Klochkov, Chia-Ying Tsai, Wei-Lun Huang, Sheng-Lung Huang, Wei-Li Chen","doi":"10.4103/tjo.TJO-D-25-00087","DOIUrl":"10.4103/tjo.TJO-D-25-00087","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to develop a high-resolution full-field optical coherence tomography (HR-FFOCT) system for automated three-dimensional (3D) imaging of cultivated epithelial cell sheets and biopsied tissue used in corneal regenerative therapy.</p><p><strong>Materials and methods: </strong>A commercial HR-FFOCT system (ApolloVue® S100, AMO, Taiwan), originally for dermatological imaging, was re-engineered for <2 μm resolution imaging of rabbit limbal and oral mucosal tissues for limbal stem cell deficiency treatment. Modifications included a piezoelectric transducer for precise Z-stack acquisition, customized LED illumination for registration, and a specialized platform for culture dishes. The system enabled en face and cross-sectional imaging with 3D reconstruction. Rabbit-derived products for cultivated limbal epithelial transplantation (CLET) and cultivated oral mucosal epithelial transplantation (COMET) were imaged before cultivation. Morphology, stratification, and protein expression were analyzed and validated with immunocytochemistry (ICC).</p><p><strong>Results: </strong>The optimized system produced high-resolution en face and Z-stack images with accurate alignment, capturing stratified epithelial layers in CLET and oral mucosal tissue. Reconstructed 3D images revealed structural detail consistent with ICC-verified expression of junctional proteins, including occludin and actin. Both two-dimensional and 3D visualization of biopsied oral mucosal tissue was achieved. The system enabled noninvasive monitoring of epithelial sheet architecture and thickness without sectioning.</p><p><strong>Conclusion: </strong>The reconstructed HR-FFOCT system provides a noninvasive, real-time imaging platform for assessing epithelial cell sheets and biopsied tissue in corneal regenerative therapy. It offers potential for standardizing quality evaluation of cell-based products before transplantation and advancing translational applications in regenerative medicine.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"435-442"},"PeriodicalIF":1.2,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456906/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How optical coherence tomography has changed the management of macular holes: A narrative review. 光学相干断层扫描如何改变黄斑孔的管理:叙述回顾。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-08-13 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-25-00056
Kotaro Tsuboi, Masaki Fukushima, Ryota Akai

Optical coherence tomography (OCT) has revolutionized the diagnosis and management of macular holes (MHs). Before OCT, physicians relied on slit-lamp biomicroscopy and angiographic findings, which were often insufficient for differentiating subtle pathologies. By enabling cross-sectional visualization of the retina, OCT has confirmed vitreomacular traction as a key factor in MH formation and supports the safety of surgical intervention. Quantitative OCT parameters have allowed the development of prognostic biomarkers, while spectral-domain OCT has further improved assessment by revealing postoperative photoreceptor integrity, with restoration of the ellipsoid zone and external limiting membrane correlating with visual recovery. OCT imaging under intraocular gas has enabled early confirmation of MH closure, allowing OCT-guided face-down positioning protocols that reduce postoperative burden without compromising outcomes. En face OCT and three-dimensional volumetric analysis have uncovered new biomarkers, such as preretinal abnormal tissue and inner retinal fluid volume, which aid in surgical planning and visual prognosis. Structural changes, such as dissociation of the optic nerve fiber layer and epiretinal proliferation (EP), are also better understood through OCT, thereby influencing decisions on internal limiting membrane peeling and EP preservation. OCT has not only revolutionized the diagnosis and classification of MHs but also continues to shape their surgical management, bringing us closer to optimizing visual recovery through personalized and data-driven approaches.

光学相干断层扫描(OCT)已经彻底改变了黄斑孔(MHs)的诊断和治疗。在使用OCT之前,医生依赖于裂隙灯生物显微镜和血管造影检查结果,这往往不足以鉴别细微病变。通过实现视网膜的横切面可视化,OCT证实了玻璃体黄斑牵引是MH形成的关键因素,并支持手术干预的安全性。定量OCT参数允许预后生物标志物的开发,而光谱域OCT通过显示术后光感受器完整性进一步改进评估,椭球区和外限制膜的恢复与视力恢复相关。眼内气体下的OCT成像能够早期确认MH闭合,允许OCT引导的面朝下定位方案,减少术后负担而不影响结果。面部OCT和三维体积分析发现了新的生物标志物,如视网膜前异常组织和视网膜内液容量,有助于手术计划和视觉预后。结构变化,如视神经纤维层解离和视网膜外膜增生(EP),也可以通过OCT更好地了解,从而影响内部限制膜剥离和EP保存的决定。OCT不仅彻底改变了MHs的诊断和分类,而且继续塑造他们的手术管理,使我们更接近通过个性化和数据驱动的方法优化视力恢复。
{"title":"How optical coherence tomography has changed the management of macular holes: A narrative review.","authors":"Kotaro Tsuboi, Masaki Fukushima, Ryota Akai","doi":"10.4103/tjo.TJO-D-25-00056","DOIUrl":"10.4103/tjo.TJO-D-25-00056","url":null,"abstract":"<p><p>Optical coherence tomography (OCT) has revolutionized the diagnosis and management of macular holes (MHs). Before OCT, physicians relied on slit-lamp biomicroscopy and angiographic findings, which were often insufficient for differentiating subtle pathologies. By enabling cross-sectional visualization of the retina, OCT has confirmed vitreomacular traction as a key factor in MH formation and supports the safety of surgical intervention. Quantitative OCT parameters have allowed the development of prognostic biomarkers, while spectral-domain OCT has further improved assessment by revealing postoperative photoreceptor integrity, with restoration of the ellipsoid zone and external limiting membrane correlating with visual recovery. OCT imaging under intraocular gas has enabled early confirmation of MH closure, allowing OCT-guided face-down positioning protocols that reduce postoperative burden without compromising outcomes. En face OCT and three-dimensional volumetric analysis have uncovered new biomarkers, such as preretinal abnormal tissue and inner retinal fluid volume, which aid in surgical planning and visual prognosis. Structural changes, such as dissociation of the optic nerve fiber layer and epiretinal proliferation (EP), are also better understood through OCT, thereby influencing decisions on internal limiting membrane peeling and EP preservation. OCT has not only revolutionized the diagnosis and classification of MHs but also continues to shape their surgical management, bringing us closer to optimizing visual recovery through personalized and data-driven approaches.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"344-353"},"PeriodicalIF":1.2,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456926/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145137578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applications of deep learning in the analysis of optical coherence tomography images for glaucoma-related diagnostics. 深度学习在青光眼相关诊断的光学相干断层成像分析中的应用。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-07-18 eCollection Date: 2025-07-01 DOI: 10.4103/tjo.TJO-D-24-00162
Kyle Bolo, Benjamin Y Xu

Glaucoma is an optic neuropathy and the leading cause of irreversible blindness worldwide. Imaging of the ganglion cell complex and retinal nerve fiber layer with optical coherence tomography (OCT) is a noninvasive, high-resolution means of diagnosing and quantitatively monitoring glaucoma. In the anterior segment, OCT can also be used to assess the anterior chamber angle and identify angle closure, a risk factor for glaucoma. The interpretation of OCT images for accurate diagnosis requires expert-level knowledge of both the technology and glaucoma. Deep learning (DL) is a subfield of artificial intelligence (AI), which is gaining prominence in health care for its ability to interpret images and approximate clinician judgment. This review summarizes recent research that demonstrates how DL can contribute to the analysis of OCT images in glaucoma. Deep neural networks can assist clinicians in checking the quality of OCT scans, quantifying the thickness of optic nerve tissues, evaluating the anterior chamber angle, diagnosing glaucoma, and detecting the progression of existing glaucoma. As further work expands on the generalizability, equity, and explainability of these DL techniques, AI-driven clinical support tools may become available for glaucoma diagnostics.

青光眼是一种视神经病变,是世界范围内导致不可逆失明的主要原因。光学相干断层扫描(OCT)对神经节细胞复合体和视网膜神经纤维层的成像是一种无创、高分辨率的青光眼诊断和定量监测手段。在前节段,OCT也可以用来评估前房角度和识别角关闭,这是青光眼的危险因素。准确诊断OCT图像的解释需要专家水平的技术和青光眼知识。深度学习(DL)是人工智能(AI)的一个子领域,由于其解释图像和近似临床医生判断的能力,在医疗保健领域日益突出。这篇综述总结了最近的研究,证明DL如何有助于青光眼OCT图像的分析。深度神经网络可以帮助临床医生检查OCT扫描的质量,量化视神经组织的厚度,评估前房角,诊断青光眼,检测现有青光眼的进展。随着对这些深度学习技术的普遍性、公平性和可解释性的进一步研究,人工智能驱动的临床支持工具可能会用于青光眼诊断。
{"title":"Applications of deep learning in the analysis of optical coherence tomography images for glaucoma-related diagnostics.","authors":"Kyle Bolo, Benjamin Y Xu","doi":"10.4103/tjo.TJO-D-24-00162","DOIUrl":"10.4103/tjo.TJO-D-24-00162","url":null,"abstract":"<p><p>Glaucoma is an optic neuropathy and the leading cause of irreversible blindness worldwide. Imaging of the ganglion cell complex and retinal nerve fiber layer with optical coherence tomography (OCT) is a noninvasive, high-resolution means of diagnosing and quantitatively monitoring glaucoma. In the anterior segment, OCT can also be used to assess the anterior chamber angle and identify angle closure, a risk factor for glaucoma. The interpretation of OCT images for accurate diagnosis requires expert-level knowledge of both the technology and glaucoma. Deep learning (DL) is a subfield of artificial intelligence (AI), which is gaining prominence in health care for its ability to interpret images and approximate clinician judgment. This review summarizes recent research that demonstrates how DL can contribute to the analysis of OCT images in glaucoma. Deep neural networks can assist clinicians in checking the quality of OCT scans, quantifying the thickness of optic nerve tissues, evaluating the anterior chamber angle, diagnosing glaucoma, and detecting the progression of existing glaucoma. As further work expands on the generalizability, equity, and explainability of these DL techniques, AI-driven clinical support tools may become available for glaucoma diagnostics.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 3","pages":"354-363"},"PeriodicalIF":1.2,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456913/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovation in neuro-ophthalmology: The validation of smartphone-based self-screening for early detection of disorders. 神经眼科学的创新:基于智能手机的疾病早期自我筛查的验证。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-07-02 eCollection Date: 2025-10-01 DOI: 10.4103/tjo.TJO-D-24-00105
Milzan Murtadha, Doni Widyandana, Hartono, Indra Tri Mahayana

Purpose: This diagnosis study evaluated the diagnostic validity of Neuro-ophthalmology Disorder Early Screening (NODES), a telemedicine-based smartphone application that integrates structured anamnesis and simple neuro-ophthalmology examination for early detection of neuro-ophthalmological disorders.

Materials and methods: This study was conducted at Sardjito Eye Center Neuro-ophthalmology subdivision, assessing the diagnostic validity of the NODES mobile application of 16 neuro-ophthalmology diagnoses compared to confirmative diagnoses of neuro-ophthalmologists. A total of 126 participants meeting inclusion criteria underwent two treatments: simple examination using the NODES application, compared to confirmative examination by neuro-ophthalmologists. Standard protocols were integrated into both treatments to evaluate the diagnosis accuracy of the examination.

Results: NODES showcase promising results as a new diagnostic tool for these four disorders; myasthenia gravis (MG) with the area under the curve (AUC) =0.951, multicranial nerve palsy orbital apex (MNP OA) with AUC = 0.900, monocranial nerve palsy N.III (MNP N.III) with AUC = 0.824, and monocranial sixth nerve palsy (MNP N.VI) with AUC = 0.764.

Conclusion: The NODES application can be used as a new diagnostic screening tool for several euro-ophthalmology diagnoses including MG, multicranial nerve palsy orbital apex, monocranial nerve palsy N.III, and monocranial sixth nerve palsy. The high specificity of NODES in other neuro-ophthalmology diagnoses can be quite useful to identify individuals without the condition, reducing the occurrence of false positives and crucial in preventing unnecessary stress, further testing, and potential misdiagnoses for those who do not actually have the condition.

目的:本诊断研究评估神经眼科疾病早期筛查(NODES)的诊断有效性,这是一款基于远程医疗的智能手机应用程序,将结构化记忆和简单的神经眼科检查结合起来,用于早期发现神经眼科疾病。材料和方法:本研究在Sardjito眼科中心神经眼科分部进行,比较NODES移动应用对16例神经眼科诊断的诊断有效性,并与神经眼科医生的确诊诊断进行比较。共有126名符合纳入标准的参与者接受了两种治疗:使用NODES应用程序进行简单检查,与神经眼科医生进行确认检查相比。标准方案被整合到两种治疗中,以评估检查的诊断准确性。结果:作为这四种疾病的新诊断工具,NODES显示出有希望的结果;重症肌无力(MG),曲线下面积(AUC) =0.951,多颅神经麻痹眶尖(MNP OA), AUC = 0.900,单颅神经麻痹N.III (MNP N.III), AUC = 0.824,单颅第六神经麻痹(MNP N.VI), AUC = 0.764。结论:淋巴结的应用可作为一种新的诊断筛选工具,用于诊断MG、多颅神经麻痹眶尖、单颅神经麻痹n - iii、单颅第六神经麻痹等几种欧洲眼科疾病。在其他神经眼科诊断中,淋巴结的高特异性对于识别没有这种疾病的个体非常有用,减少假阳性的发生,对于防止不必要的压力、进一步的检查和对那些实际上没有这种疾病的人的潜在误诊至关重要。
{"title":"Innovation in neuro-ophthalmology: The validation of smartphone-based self-screening for early detection of disorders.","authors":"Milzan Murtadha, Doni Widyandana, Hartono, Indra Tri Mahayana","doi":"10.4103/tjo.TJO-D-24-00105","DOIUrl":"10.4103/tjo.TJO-D-24-00105","url":null,"abstract":"<p><strong>Purpose: </strong>This diagnosis study evaluated the diagnostic validity of Neuro-ophthalmology Disorder Early Screening (NODES), a telemedicine-based smartphone application that integrates structured anamnesis and simple neuro-ophthalmology examination for early detection of neuro-ophthalmological disorders.</p><p><strong>Materials and methods: </strong>This study was conducted at Sardjito Eye Center Neuro-ophthalmology subdivision, assessing the diagnostic validity of the NODES mobile application of 16 neuro-ophthalmology diagnoses compared to confirmative diagnoses of neuro-ophthalmologists. A total of 126 participants meeting inclusion criteria underwent two treatments: simple examination using the NODES application, compared to confirmative examination by neuro-ophthalmologists. Standard protocols were integrated into both treatments to evaluate the diagnosis accuracy of the examination.</p><p><strong>Results: </strong>NODES showcase promising results as a new diagnostic tool for these four disorders; myasthenia gravis (MG) with the area under the curve (AUC) =0.951, multicranial nerve palsy orbital apex (MNP OA) with AUC = 0.900, monocranial nerve palsy N.III (MNP N.III) with AUC = 0.824, and monocranial sixth nerve palsy (MNP N.VI) with AUC = 0.764.</p><p><strong>Conclusion: </strong>The NODES application can be used as a new diagnostic screening tool for several euro-ophthalmology diagnoses including MG, multicranial nerve palsy orbital apex, monocranial nerve palsy N.III, and monocranial sixth nerve palsy. The high specificity of NODES in other neuro-ophthalmology diagnoses can be quite useful to identify individuals without the condition, reducing the occurrence of false positives and crucial in preventing unnecessary stress, further testing, and potential misdiagnoses for those who do not actually have the condition.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 4","pages":"626-631"},"PeriodicalIF":1.2,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12782521/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145953389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical profile and associated risk factors of diabetic retinopathy at a tertiary eye center in Brunei Darussalam. 文莱达鲁萨兰国某三级眼科中心糖尿病视网膜病变的临床概况及相关危险因素
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-06-26 eCollection Date: 2025-10-01 DOI: 10.4103/tjo.TJO-D-24-00167
Fitri Othman, Siti Nurliyana Abdullah, Ted Maddess, Mohan Ramalingham, Sharimawati Sharbini, Zhe Woon Lim

Purpose: The purpose of the study was to determine the proportion of diabetic retinopathy (DR) among individuals with type II diabetes mellitus (T2D) and its associated risk factors.

Materials and methods: This was a retrospective analysis of 988 DR outpatients attending a tertiary eye center, Brunei Darussalam, between January 1, 2021, and December 31, 2021.

Results: Eight hundred and fifty one patients (56.8 ± 10.9 years) with a total of 1702 eyes were included. The relative proportion of nonproliferative DR (NPDR) (n = 985, 59.1%) was higher than proliferative DR (PDR) (n = 681, 40.9%), especially in females (32.8%) and Malays (53.4%). The largest DR age groups were NPDR 60-69 years (22.7%) and 50-59 years, with PDR (13.6%). The mean average risk factors between NPDR and PDR only showed marginal differences. The PDR group received more laser treatment (37.2%) than the NPDR group (15.0%). Using a multivariate logistic regression model, visual acuity (VA), measured by logMAR, was significantly associated with differentiating PDR from NPDR. For each single unit increase in logMAR, the risk of PDR increased by 3.58 times (95% confidence interval: 3.04-4.22).

Conclusion: The relative prevalence of NPDR was higher than PDR; however, variables such as hypertension, hyperlipidemia, duration of diabetes, weight, gender, and ethnicity were not strong determinants to differentiate between the two types. VA was associated with progression to PDR. This study highlights the need for early detection, regular screening, and patient education as preventive measures toward the progression of DR.

目的:本研究的目的是确定2型糖尿病(T2D)患者中糖尿病视网膜病变(DR)的比例及其相关危险因素。材料和方法:本研究回顾性分析了2021年1月1日至2021年12月31日在文莱达鲁萨兰国某三级眼科中心就诊的988例DR门诊患者。结果:纳入851例患者(56.8±10.9岁),共1702只眼。非增生性DR (NPDR)的相对比例(n = 985, 59.1%)高于增生性DR (PDR) (n = 681, 40.9%),尤其是女性(32.8%)和马来人(53.4%)。发病最多的年龄组为NPDR 60 ~ 69岁(22.7%)和50 ~ 59岁(13.6%)。NPDR和PDR之间的平均危险因素仅存在边际差异。PDR组接受激光治疗的比例(37.2%)高于NPDR组(15.0%)。使用多元逻辑回归模型,以logMAR测量的视力(VA)与PDR和NPDR的区分显著相关。logMAR每增加一个单位,PDR的风险增加3.58倍(95%置信区间:3.04-4.22)。结论:NPDR相对患病率高于PDR;然而,诸如高血压、高脂血症、糖尿病病程、体重、性别和种族等变量并不是区分两种类型的重要决定因素。VA与PDR进展相关。这项研究强调了早期发现、定期筛查和患者教育作为DR进展的预防措施的必要性。
{"title":"Clinical profile and associated risk factors of diabetic retinopathy at a tertiary eye center in Brunei Darussalam.","authors":"Fitri Othman, Siti Nurliyana Abdullah, Ted Maddess, Mohan Ramalingham, Sharimawati Sharbini, Zhe Woon Lim","doi":"10.4103/tjo.TJO-D-24-00167","DOIUrl":"10.4103/tjo.TJO-D-24-00167","url":null,"abstract":"<p><strong>Purpose: </strong>The purpose of the study was to determine the proportion of diabetic retinopathy (DR) among individuals with type II diabetes mellitus (T2D) and its associated risk factors.</p><p><strong>Materials and methods: </strong>This was a retrospective analysis of 988 DR outpatients attending a tertiary eye center, Brunei Darussalam, between January 1, 2021, and December 31, 2021.</p><p><strong>Results: </strong>Eight hundred and fifty one patients (56.8 ± 10.9 years) with a total of 1702 eyes were included. The relative proportion of nonproliferative DR (NPDR) (<i>n</i> = 985, 59.1%) was higher than proliferative DR (PDR) (<i>n</i> = 681, 40.9%), especially in females (32.8%) and Malays (53.4%). The largest DR age groups were NPDR 60-69 years (22.7%) and 50-59 years, with PDR (13.6%). The mean average risk factors between NPDR and PDR only showed marginal differences. The PDR group received more laser treatment (37.2%) than the NPDR group (15.0%). Using a multivariate logistic regression model, visual acuity (VA), measured by logMAR, was significantly associated with differentiating PDR from NPDR. For each single unit increase in logMAR, the risk of PDR increased by 3.58 times (95% confidence interval: 3.04-4.22).</p><p><strong>Conclusion: </strong>The relative prevalence of NPDR was higher than PDR; however, variables such as hypertension, hyperlipidemia, duration of diabetes, weight, gender, and ethnicity were not strong determinants to differentiate between the two types. VA was associated with progression to PDR. This study highlights the need for early detection, regular screening, and patient education as preventive measures toward the progression of DR.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 4","pages":"639-646"},"PeriodicalIF":1.2,"publicationDate":"2025-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12782513/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145953352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical characteristics, imaging features, and fate of punctate outer retinal toxoplasmosis lesions in immunocompetent cases of ocular toxoplasmosis. 眼弓形虫病免疫正常病例点状视网膜外弓形虫病的临床特征、影像学特征和预后。
IF 1 Q4 OPHTHALMOLOGY Pub Date : 2025-06-18 eCollection Date: 2025-04-01 DOI: 10.4103/tjo.TJO-D-25-00011
Anup Kelgaonkar, Vishal Jadhav, Anamika Patel, Soumyava Basu, Avinash Pathengay

Purpose: The purpose of this study was to study clinical characteristics, imaging features, and fate of punctate outer retinal toxoplasmosis (PORT).

Materials and methods: A retrospective, observational, descriptive analysis of PORT lesions presenting as satellite lesions of typical full-thickness necrotizing Toxoplasma retinochoroiditis (TRC) or isolated lesions in immunocompetent cases.

Results: We analyzed 34 eyes of 34 cases (22 males and 12 females). PORT lesions appeared as deep, dull, yellowish-gray outer retinal lesions, either as satellite lesions to a TRC (n = 30) or isolated macular punctate lesions (n = 4). The mean lesion size was 562 μm (50-1000). The recurrence rate was high (23.52%), manifesting as either typical TRC (n = 4) or new satellite PORT lesions (n = 4). Active lesions had hyperreflective outer retinal foci on optical coherence tomography (OCT), hyperautofluorescent in the active phase, and stippled upon resolution. Healed lesions exhibited outer nuclear layer thinning and outer retinal atrophy on OCT and were hypoautofluorescent.

Conclusion: PORT lesions were observed as multiple punctate lesions, either adjacent to TRC in active or healed phases or as isolated macular punctate toxoplasmosis. Autofluorescence, angiography, and OCT assist in differentiating active from healed lesions. The fate of PORT lesions was healing with granularity, fading, or complete resolution. Some cases recurred with new satellite PORT lesions, whereas others progressed to typical retinochoroiditis or CNVM.

目的:研究点状视网膜外弓形体病(PORT)的临床特征、影像学特征及预后。材料和方法:回顾性、观察性、描述性分析PORT病变表现为典型全层坏死性视网膜脉络膜炎(TRC)的卫星病变或免疫功能正常病例的孤立病变。结果:34例34眼,男22例,女12例。PORT病变表现为深、暗、黄灰色外视网膜病变,为TRC的卫星病变(n = 30)或孤立的黄斑点状病变(n = 4)。平均病变大小为562 μm(50 ~ 1000)。复发率高(23.52%),表现为典型TRC (n = 4)或新的卫星PORT病变(n = 4)。在光学相干断层扫描(OCT)上,活动性病变具有高反射性视网膜外灶,活动性病变具有高自荧光,分辨力病变呈点状。愈合后病变OCT表现为外核层变薄,外视网膜萎缩,低自荧光。结论:PORT病变为多发点状病变,或与TRC相邻,处于活跃期或愈合期,或为孤立的黄斑点状弓形虫病。自体荧光、血管造影和OCT有助于区分活动性病变和愈合性病变。PORT病变的预后是颗粒性愈合、消退或完全消退。一些病例复发为新的卫星PORT病变,而另一些则发展为典型的视网膜脉络膜炎或CNVM。
{"title":"Clinical characteristics, imaging features, and fate of punctate outer retinal toxoplasmosis lesions in immunocompetent cases of ocular toxoplasmosis.","authors":"Anup Kelgaonkar, Vishal Jadhav, Anamika Patel, Soumyava Basu, Avinash Pathengay","doi":"10.4103/tjo.TJO-D-25-00011","DOIUrl":"10.4103/tjo.TJO-D-25-00011","url":null,"abstract":"<p><strong>Purpose: </strong>The purpose of this study was to study clinical characteristics, imaging features, and fate of punctate outer retinal toxoplasmosis (PORT).</p><p><strong>Materials and methods: </strong>A retrospective, observational, descriptive analysis of PORT lesions presenting as satellite lesions of typical full-thickness necrotizing Toxoplasma retinochoroiditis (TRC) or isolated lesions in immunocompetent cases.</p><p><strong>Results: </strong>We analyzed 34 eyes of 34 cases (22 males and 12 females). PORT lesions appeared as deep, dull, yellowish-gray outer retinal lesions, either as satellite lesions to a TRC (<i>n</i> = 30) or isolated macular punctate lesions (<i>n</i> = 4). The mean lesion size was 562 μm (50-1000). The recurrence rate was high (23.52%), manifesting as either typical TRC (<i>n</i> = 4) or new satellite PORT lesions (<i>n</i> = 4). Active lesions had hyperreflective outer retinal foci on optical coherence tomography (OCT), hyperautofluorescent in the active phase, and stippled upon resolution. Healed lesions exhibited outer nuclear layer thinning and outer retinal atrophy on OCT and were hypoautofluorescent.</p><p><strong>Conclusion: </strong>PORT lesions were observed as multiple punctate lesions, either adjacent to TRC in active or healed phases or as isolated macular punctate toxoplasmosis. Autofluorescence, angiography, and OCT assist in differentiating active from healed lesions. The fate of PORT lesions was healing with granularity, fading, or complete resolution. Some cases recurred with new satellite PORT lesions, whereas others progressed to typical retinochoroiditis or CNVM.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 2","pages":"270-276"},"PeriodicalIF":1.0,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204666/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing GPT-4o and GPT-4 in answering and explaining ophthalmology examination questions from Taiwan's medical licensing test. 评估gpt - 40和GPT-4在回答和解释台湾医师执照考试眼科考题中的作用。
IF 1.2 Q4 OPHTHALMOLOGY Pub Date : 2025-06-18 eCollection Date: 2025-10-01 DOI: 10.4103/tjo.TJO-D-24-00164
Chen-Wei Lin, Chau-Yin Chen, Pei-Lun Wu, Ching-Lung Chen, Chien-Hsiung Lai

Purpose: This study aims to evaluate and compare the performance of generative pretrained transformer (GPT)-4o and GPT-4 in answering Taiwan's National Medical Licensing Examination (NMLE) ophthalmology questions from 2014 to 2023, focusing on both answer accuracy and explanation quality.

Materials and methods: A total of 169 ophthalmology questions from Taiwan's NMLE over the past decade were selected. GPT-4o and GPT-4 were tested on each question, and their performance was measured by correct answers and explanations. The results were categorized by ophthalmologic subspecialty and analyzed using statistical methods to determine significant differences between the two models.

Results: GPT-4o achieved a significantly higher overall correct answer rate (92.9%) compared to GPT-4 (69.2%) across all ophthalmology questions from 2014 to 2023 (P < 0.01). GPT-4o outperformed GPT-4 in most subspecialties, including retina (95.8% vs. 58.3%, P < 0.01), external disease and cornea (96.3% vs. 77.8%, P = 0.04), and neuro-ophthalmology (87.5% vs. 50%, P = 0.02). GPT-4o and GPT-4 performed similarly in glaucoma and uveitis, with no significant differences observed. In terms of explanation quality, GPT-4o provided accurate explanations for 90.7% of the questions, with the highest accuracy in pediatric ophthalmology and strabismus (100%) and the lowest in uveitis (83.3%).

Conclusion: GPT-4o exhibited superior performance in both answering and explaining ophthalmology questions from Taiwan's NMLE compared to GPT-4. These results suggest that GPT-4o may be a more reliable tool for educational and diagnostic purposes in ophthalmology.

目的:本研究旨在评估和比较生成式预训练转换器(GPT)- 40和GPT-4在2014 - 2023年台湾医师执业资格考试(NMLE)眼科试题答题中的表现,重点关注答题准确率和讲解质量。材料与方法:选取台湾NMLE近十年的眼科问题169份。对每个问题进行gpt - 40和GPT-4测试,并通过正确答案和解释来衡量他们的表现。结果按眼科亚专科分类,采用统计学方法分析两种模型的显著性差异。结果:2014 - 2023年所有眼科问题中,gpt - 40的总体正确率为92.9%,显著高于GPT-4的69.2% (P < 0.01)。gpt - 40在大多数亚专科的表现优于GPT-4,包括视网膜(95.8%比58.3%,P < 0.01)、外部疾病和角膜(96.3%比77.8%,P = 0.04)和神经眼科(87.5%比50%,P = 0.02)。gpt - 40和GPT-4在青光眼和葡萄膜炎中的表现相似,无显著差异。在解释质量方面,gpt - 40对90.7%的问题给出了准确的解释,其中儿童眼科和斜视的准确率最高(100%),葡萄膜炎的准确率最低(83.3%)。结论:gpt - 40在回答和解释台湾NMLE眼科问题方面均优于GPT-4。这些结果表明gpt - 40可能是眼科教育和诊断目的的更可靠的工具。
{"title":"Assessing GPT-4o and GPT-4 in answering and explaining ophthalmology examination questions from Taiwan's medical licensing test.","authors":"Chen-Wei Lin, Chau-Yin Chen, Pei-Lun Wu, Ching-Lung Chen, Chien-Hsiung Lai","doi":"10.4103/tjo.TJO-D-24-00164","DOIUrl":"10.4103/tjo.TJO-D-24-00164","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to evaluate and compare the performance of generative pretrained transformer (GPT)-4o and GPT-4 in answering Taiwan's National Medical Licensing Examination (NMLE) ophthalmology questions from 2014 to 2023, focusing on both answer accuracy and explanation quality.</p><p><strong>Materials and methods: </strong>A total of 169 ophthalmology questions from Taiwan's NMLE over the past decade were selected. GPT-4o and GPT-4 were tested on each question, and their performance was measured by correct answers and explanations. The results were categorized by ophthalmologic subspecialty and analyzed using statistical methods to determine significant differences between the two models.</p><p><strong>Results: </strong>GPT-4o achieved a significantly higher overall correct answer rate (92.9%) compared to GPT-4 (69.2%) across all ophthalmology questions from 2014 to 2023 (<i>P</i> < 0.01). GPT-4o outperformed GPT-4 in most subspecialties, including retina (95.8% vs. 58.3%, <i>P</i> < 0.01), external disease and cornea (96.3% vs. 77.8%, <i>P</i> = 0.04), and neuro-ophthalmology (87.5% vs. 50%, <i>P</i> = 0.02). GPT-4o and GPT-4 performed similarly in glaucoma and uveitis, with no significant differences observed. In terms of explanation quality, GPT-4o provided accurate explanations for 90.7% of the questions, with the highest accuracy in pediatric ophthalmology and strabismus (100%) and the lowest in uveitis (83.3%).</p><p><strong>Conclusion: </strong>GPT-4o exhibited superior performance in both answering and explaining ophthalmology questions from Taiwan's NMLE compared to GPT-4. These results suggest that GPT-4o may be a more reliable tool for educational and diagnostic purposes in ophthalmology.</p>","PeriodicalId":44978,"journal":{"name":"Taiwan Journal of Ophthalmology","volume":"15 4","pages":"647-654"},"PeriodicalIF":1.2,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12782525/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145953383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Taiwan Journal of Ophthalmology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1