目的:通过文献计量学方法分析间歇性外斜视的研究现状和未来发展趋势。方法:检索2003-2022年Web of Science数据库核心合集中收录的文献计量学相关文献,运用文献计量学方法,使用CiteSpace6.2.R2软件对年发文量、国家、机构、杂志、作者...目的:通过文献计量学方法分析间歇性外斜视的研究现状和未来发展趋势。方法:检索2003-2022年Web of Science数据库核心合集中收录的文献计量学相关文献,运用文献计量学方法,使用CiteSpace6.2.R2软件对年发文量、国家、机构、杂志、作者、参考文献和关键词进行可视化分析。结果:2003-2022年共检索到620篇间歇性外斜视相关文献,年发文量呈稳定增加的趋势。韩国和美国为发文量最多的国家,最具有生产力的机构为梅奥诊所。发文量最多的作者为Holmes JM。刊文量最多的期刊是The Journal of American Association for Pediatric Ophthalmology and Strabismus(J AAPOS)(共计78篇文献)。关键词和突现词分析可总结出目前该领域的研究热点为间歇性外斜视的手术治疗、流行病学、正位、复发。结论:应用CiteSpace软件进行可视化分析,可客观反映出2003-2022年间歇性外斜视文献数量变化及分布情况,间歇性外斜视的研究热点已从其手术和流行病学逐渐转移到融合和复发等方面。展开更多
AIM:To investigate botulinum toxin A(BTXA)efficacy on small-angle(≤25Δ)acute acquired concomitant esotropia(AACE)in early-stage patients.METHODS:The electronic medical record data of AACE patients during March 2019 ...AIM:To investigate botulinum toxin A(BTXA)efficacy on small-angle(≤25Δ)acute acquired concomitant esotropia(AACE)in early-stage patients.METHODS:The electronic medical record data of AACE patients during March 2019 and June 2023 were collected in this retrospective and hospital-based cohort study.A total of 72 small-angle AACE patients received BTXA extraocular muscle injection.Patients were grouped by onset-to-treatment time(Group A:≤6mo,Group B:>6mo).Deviation of esotropia,eye alignment and stereopsis were analyzed at the period of pre/post-injection(1wk,1,3,and 6mo).Orthophoria rate at 6mo(horizontal deviation<10Δand binocular single vision)were considered as outcome index.RESULTS:There were no significant baseline differences(P>0.05)between two groups except onset-to-treatment time(2mo vs 11mo,P<0.001).Higher orthophoria rates were in Group A at last follow-up(94.74%vs 73.53%,P=0.013).Post-BTXA deviations of two groups at 1mo showed no difference(P>0.05);while in 3 and 6mo Group A was significantly smaller than group B(all P<0.001).No statistically significant differences were observed among all post-BTXA deviations of near and distance in Group A.In Group B,deviation at 3mo(near:2Δvs 0,P<0.001;distance:4Δvs 0,P<0.001)and 6mo(near:6Δvs 0,P<0.001;distance:6Δvs 0,P<0.001)was significant increased compared to deviation at 1wk after treatment.Group A showed better stereopsis recovery in last follow-up compared to Group B(80″vs 200″,P=0.002).Both groups obtained improved stereopsis after treatment(Group A:80″vs 300″,P<0.001;Group B:200″vs 300″,P=0.037).CONCLUSION:BTXA is effective for AACE with small deviation(≤25Δ)in early stage.Delayed treatment(>6mo)may reduce BTXA efficacy.Early BTXA intervention benefits long-term eye alignment and stereopsis recovery.展开更多
Strabismus significantly impacts human health as a prevalent ophthalmic condition.Early detection of strabismus is crucial for effective treatment and prognosis.Traditional deep learning models for strabismus detectio...Strabismus significantly impacts human health as a prevalent ophthalmic condition.Early detection of strabismus is crucial for effective treatment and prognosis.Traditional deep learning models for strabismus detection often fail to estimate prediction certainty precisely.This paper employed a Bayesian deep learning algorithm with knowledge distillation,improving the model's performance and uncertainty estimation ability.Trained on 6807 images from two tertiary hospitals,the model showed significantly higher diagnostic accuracy than traditional deep-learning models.Experimental results revealed that knowledge distillation enhanced the Bayesian model’s performance and uncertainty estimation ability.These findings underscore the combined benefits of using Bayesian deep learning algorithms and knowledge distillation,which improve the reliability and accuracy of strabismus diagnostic predictions.展开更多
文摘目的:通过文献计量学方法分析间歇性外斜视的研究现状和未来发展趋势。方法:检索2003-2022年Web of Science数据库核心合集中收录的文献计量学相关文献,运用文献计量学方法,使用CiteSpace6.2.R2软件对年发文量、国家、机构、杂志、作者、参考文献和关键词进行可视化分析。结果:2003-2022年共检索到620篇间歇性外斜视相关文献,年发文量呈稳定增加的趋势。韩国和美国为发文量最多的国家,最具有生产力的机构为梅奥诊所。发文量最多的作者为Holmes JM。刊文量最多的期刊是The Journal of American Association for Pediatric Ophthalmology and Strabismus(J AAPOS)(共计78篇文献)。关键词和突现词分析可总结出目前该领域的研究热点为间歇性外斜视的手术治疗、流行病学、正位、复发。结论:应用CiteSpace软件进行可视化分析,可客观反映出2003-2022年间歇性外斜视文献数量变化及分布情况,间歇性外斜视的研究热点已从其手术和流行病学逐渐转移到融合和复发等方面。
基金Supported by Key Research and Development Program of Hubei Province(No.2022BCA044)the Central Guided Local Science and Technology Development(No.2019ZYYD058).
文摘AIM:To investigate botulinum toxin A(BTXA)efficacy on small-angle(≤25Δ)acute acquired concomitant esotropia(AACE)in early-stage patients.METHODS:The electronic medical record data of AACE patients during March 2019 and June 2023 were collected in this retrospective and hospital-based cohort study.A total of 72 small-angle AACE patients received BTXA extraocular muscle injection.Patients were grouped by onset-to-treatment time(Group A:≤6mo,Group B:>6mo).Deviation of esotropia,eye alignment and stereopsis were analyzed at the period of pre/post-injection(1wk,1,3,and 6mo).Orthophoria rate at 6mo(horizontal deviation<10Δand binocular single vision)were considered as outcome index.RESULTS:There were no significant baseline differences(P>0.05)between two groups except onset-to-treatment time(2mo vs 11mo,P<0.001).Higher orthophoria rates were in Group A at last follow-up(94.74%vs 73.53%,P=0.013).Post-BTXA deviations of two groups at 1mo showed no difference(P>0.05);while in 3 and 6mo Group A was significantly smaller than group B(all P<0.001).No statistically significant differences were observed among all post-BTXA deviations of near and distance in Group A.In Group B,deviation at 3mo(near:2Δvs 0,P<0.001;distance:4Δvs 0,P<0.001)and 6mo(near:6Δvs 0,P<0.001;distance:6Δvs 0,P<0.001)was significant increased compared to deviation at 1wk after treatment.Group A showed better stereopsis recovery in last follow-up compared to Group B(80″vs 200″,P=0.002).Both groups obtained improved stereopsis after treatment(Group A:80″vs 300″,P<0.001;Group B:200″vs 300″,P=0.037).CONCLUSION:BTXA is effective for AACE with small deviation(≤25Δ)in early stage.Delayed treatment(>6mo)may reduce BTXA efficacy.Early BTXA intervention benefits long-term eye alignment and stereopsis recovery.
基金supported in part by the Guangdong Natu-ral Science Foundation(No.2022A1515011396)in part by the National Key R and D Program of China(No.2021ZD0111502)in part by the Science Research Startup Foundation of Shantou University(No.NTF20021)。
文摘Strabismus significantly impacts human health as a prevalent ophthalmic condition.Early detection of strabismus is crucial for effective treatment and prognosis.Traditional deep learning models for strabismus detection often fail to estimate prediction certainty precisely.This paper employed a Bayesian deep learning algorithm with knowledge distillation,improving the model's performance and uncertainty estimation ability.Trained on 6807 images from two tertiary hospitals,the model showed significantly higher diagnostic accuracy than traditional deep-learning models.Experimental results revealed that knowledge distillation enhanced the Bayesian model’s performance and uncertainty estimation ability.These findings underscore the combined benefits of using Bayesian deep learning algorithms and knowledge distillation,which improve the reliability and accuracy of strabismus diagnostic predictions.
