ABSTRACT
Objective:To explore the value of artificial intelligence(AI)-assisted diagnosis platform combined with optical coherence tomography(OCT)in diagnosing blinding eye diseases,so as to provide effectively scientific basis for favorable prognosis of patients with blinding eye diseases.Methods:A total of 72 patients with visual impairment who admitted to the outpatient of hospital were selected.All patients received the detection of AI-assisted diagnosis platform combined with OCT diagnosis.The final diagnosis result of the detection of doctor combined with the relevant ophthalmic examination was used as the"gold standard"to assess respectively the consistence among single AI-assisted diagnosis platform,single OCT,the combination of them and the"gold standard",as well as the sensitivity,specificity and accuracy of them in diagnosing the blinding eye diseases.Results:For the 72 patients,the detection rate of the detection result of doctor combined with the relevant ophthalmic examination was 27.78%(20/72)for blinding eye diseases,and the detection rate of that was 72.22%(52/72)for non-blinding eye diseases.The consistency between AI-aided platform diagnosis and the"gold standard"was general in diagnosing the blinding eye diseases(kappa=0.530).The consistency between OCT and the"gold standard"was favorable in diagnosing that(kappa=0.611).The consistency between AI-assisted platform combined with OCT and the"gold standard"was better(kappa=0.799).The specificity,sensitivity,positive predictive value,negative predictive value,diagnostic accuracy of AI-assisted platform combined with OCT diagnosis were respectively 92.31%,90.00%,81.82%,96.00%and 91.67,and the diagnostic value of the combination was higher than that of single AI-assisted platform and that of single OCT for all of above these indicators.Conclusion:Both the AI-assisted diagnosis platform and OCT can detect blinding eye diseases,and the combined detection of them has higher diagnostic value.
ABSTRACT
Objective:To investigate the differences in ametropia among school-age children and between Han and Uygur ethnic groups in the main urban area of Kashgar, and to understand the epidemiological characteristics of myopia among children in Kashgar.Methods:A cross-sectional study was conducted.Random stratified sampling method was used to select the first to third grade students from 6 primary schools in the main urban areas of Kashgar, Xinjiang, from April to June 2018.Visual acuity was examined by the international standard visual acuity chart and refraction was detected by the automatic computer refractometer without cycloplegia.The subjects were classified into low vision (uncorrected visual acuity<0.8 in either eye), hyperopia≥2.00 D, myopia≥-1.00 D, astigmatism≥1.00 D and anisometropia≥1.00 D according to examination results.The percentage of different refraction states and percentage of different ethnic groups among myopic students in the three grades were analyzed.The study protocol was approved by an Ethics Committee of The First People's Hospital in Kashgar ([2021] QSY No.81).Results:A total of 6 108 students were enrolled, among which, there were 3 119 males and 2 989 females, 3 395 Uygur and 2 713 Han people, 2 016 first grade, 2 155 second grade and 1 937 third grade students.The detection rate of low vision was 13.5% (825/6 108) in the whole, 21.5% (584/2 713) in the Han people and 7.1% (241/3 395) in the Uygur people, 8.8% (176/2 016) in the first grade, 11.8% (254/2 155) in the second grade and 20.4% (395/1 937) in the third grade.The detection rate of myopia was 9.9% (606/6 108) in the whole, 17.6% (477/2 713) in the Han people and 3.8% (129/3 395) in the Uygur people, 4.4% (89/2 016) in the first grade, 8.1% (174/2 155) in the second grade and 17.7% (343/1 937) in the third grade.There were significant differences in percentage of low vision, myopia, astigmatism and anisometropia among different grades and between the two nationalities (all at P<0.001), and no significant difference in the percentage of hyperopia was found (P>0.05).Conclusions:The percentage of visual abnormalities and myopia in the first to third grade children in Kashgar is lower than the national average, but the percentage is gradually increasing with age.The percentage of visual abnormalities and myopia among Han pupils is close to the national average, and far higher than that of Uygur pupils.
