AIM: To investigate and compare the efficacy of two machine-learning technologies with deep-learning(DL) and support vector machine(SVM) for the detection of branch retinal vein occlusion(BRVO) using ultrawide-field f...AIM: To investigate and compare the efficacy of two machine-learning technologies with deep-learning(DL) and support vector machine(SVM) for the detection of branch retinal vein occlusion(BRVO) using ultrawide-field fundus images. METHODS: This study included 237 images from 236 patients with BRVO with a mean±standard deviation of age 66.3±10.6 y and 229 images from 176 non-BRVO healthy subjects with a mean age of 64.9±9.4 y. Training was conducted using a deep convolutional neural network using ultrawide-field fundus images to construct the DL model. The sensitivity, specificity, positive predictive value(PPV), negative predictive value(NPV) and area under the curve(AUC) were calculated to compare the diagnostic abilities of the DL and SVM models. RESULTS: For the DL model, the sensitivity, specificity, PPV, NPV and AUC for diagnosing BRVO was 94.0%(95%CI: 93.8%-98.8%), 97.0%(95%CI: 89.7%-96.4%), 96.5%(95%CI: 94.3%-98.7%), 93.2%(95%CI: 90.5%-96.0%) and 0.976(95%CI: 0.960-0.993), respectively. In contrast, for the SVM model, these values were 80.5%(95%CI: 77.8%-87.9%), 84.3%(95%CI: 75.8%-86.1%), 83.5%(95%CI: 78.4%-88.6%), 75.2%(95%CI: 72.1%-78.3%) and 0.857(95%CI: 0.811-0.903), respectively. The DL model outperformed the SVM model in all the aforementioned parameters(P<0.001). CONCLUSION: These results indicate that the combination of the DL model and ultrawide-field fundus ophthalmoscopy may distinguish between healthy and BRVO eyes with a high level of accuracy. The proposed combination may be used for automatically diagnosing BRVO in patients residing in remote areas lacking access to an ophthalmic medical center.展开更多
Objective： To objectively assess the effect of Qiming Granule （芪明颗粒） in the treatment of diabetic retinopathy （DR） by fluorescence fundus angiography （FFA）. Methods： In a multi-center, randomized, parallel...Objective： To objectively assess the effect of Qiming Granule （芪明颗粒） in the treatment of diabetic retinopathy （DR） by fluorescence fundus angiography （FFA）. Methods： In a multi-center, randomized, parallel controlled clinical trial, patients with DR were randomly assigned to the control group （calcium dobesilate capsule） and the test group （Qiming Granule）. Changes in the retinal blood circulation time were recorded by FFA after 3 months of medication. Results： Significant reduction was observed in the retinal arterio-venous circulation time （AVCT） in both groups （P〈0.01）, the value was 7.635 ± 3.149 s before treatment and 5.165 ±3.382 s after treatment in the treated group, and 7.737±3.413 s and 5.313±3.472 s in the control group respectively. Qiming Granule also reduced the arm-to-retinal circulation time （ARCT, P〈0.05）. The value was 17.867± 3.872 s before treatment and 15.643 ± 4.648 s after treatment in the treated group, and 17.217 ± 3.833 s and 16.312± 3.613 s in the control group （P〉0.05） respectively. The ARCT in the tested group was reduced, with a statistically significant difference post-medication （P〈0.01）. Conclusion： As a Chinese medicine complex prescription, Qiming Granule may alleviate retinal hypoxia and ischemia by increasing retinal blood flow and improving the blood circulation.展开更多
AIM： To evaluate the clinical efficacy and safety of ranibizumab for wet age-related macular degeneration （wAMD） in Chinese patients and to determine the mean number of injections administered over one year of foll...AIM： To evaluate the clinical efficacy and safety of ranibizumab for wet age-related macular degeneration （wAMD） in Chinese patients and to determine the mean number of injections administered over one year of follow-up. METHODS： This single centre, retrospective observational case series study included data from 121 patients with wAMD （121 eyes） who were diagnosed by indirect ophthalmoscopy, fluorescence fundus angiography （FFA）, indocyanine green angiography, and optical coherence tomography. Ranibizumab was injected into the vitreous cavities once per month for 3mo and as needed afterwards. Changes in visual acuity and central foveal thickness （CFT） during the follow-up period were compared, and the mean number of injections over the year was calculated. Patients with one or more adverse events related to the drugs and injections were recorded for further adverse events analysis.RESULTS： The study population included 70 males and 51 females aged between 50 and 87y （mean： 71.32±9.41y）. The mean number of injections over the first year was 5±1 （range： 3-9）. The mean best-corrected visual acuity by Early Treatment Diabetic Retinopathy Study increased from 43.2±19.3 （95%CI： 39.8-46.7） at baseline to 51.7±20.1 （95%CI： 48.1-55.3）, and central foveal thickness （CFT） decreased from 526.5±277.0 μm （95%CI： 476.6-576.4） to 258.2±161.6 μm （95%CI： 229.2-287.3） at 12mo. The differences were statistically significant （P〈0.001）. Visual acuity significantly improved in 34.1% of the patients （38 eyes）, stabilized in 66.1% of the patients （80 eyes）, and significantly decreased in 2.5% of the patients （3 eyes）. CFT at baseline was an independent risk factor of decreased CFT and increased visual acuity. None of the patients had severe adverse events during the follow-up period.CONCLUSION： Ranibizumab can effectively control disease progression and improve visual acuity in patients with wAMD. The disease conditions of most patients stabilized 展开更多
食管胃底静脉曲张破裂出血(Esophageal and Gastric Varices,EGVB)是肝硬化患者较为严重的并发症,在临床上有较高的发病率。其发病通常具有特点:发病快、出血量大、出血部位处理难度高,同时伴有较高的死亡率。目前,所有的医疗相关治疗...食管胃底静脉曲张破裂出血(Esophageal and Gastric Varices,EGVB)是肝硬化患者较为严重的并发症,在临床上有较高的发病率。其发病通常具有特点:发病快、出血量大、出血部位处理难度高,同时伴有较高的死亡率。目前,所有的医疗相关治疗方式中,采用内镜下止血是最有效的治疗方式,同时在医学史上也得到了相关的认可,其主要治疗方法是通过对静脉曲张进行套扎、对其使用组织胶和硬化剂联合的方式进行注射治疗。组织胶作为一种水样固化物,在闭塞血管和抑制静脉曲张出血的治疗中有显著的效果,同时联合硬化剂(聚桂醇)的使用可以有效控制静脉曲张出血,达到理想的治疗效果。本文通过对精细化护理干预在无痛内镜下套扎术联合组织胶和硬化剂注射治疗肝硬化食管胃底静脉曲张破裂出血中的应用进行分析,探讨相关护理理论。展开更多
AIM To determine the prognostic factors associated with mortality in patients with gastric fundal variceal (GFV) bleeding.METHODS In total, 42 patients were endoscopically diagnosed with GFV bleeding from January 2000...AIM To determine the prognostic factors associated with mortality in patients with gastric fundal variceal (GFV) bleeding.METHODS In total, 42 patients were endoscopically diagnosed with GFV bleeding from January 2000 to March 2014. We retrospectively reviewed the patients' medical records and assessed their history, etiology of liver cirrhosis, disease conditions, treatment options for GFV bleeding, medications administered before and after onset of GFV bleeding, blood test results(hemoglobin, albumin, and bilirubin concentrations), and imaging results(including computed tomography and abdominal ultrasonography). We also assessed the prognostic factors associated with short-term mortality(up to 90 d) and long-term mortality in all patients.RESULTS Multivariate analysis showed that prophylactic administration of antibiotics was an independent prognostic factor associated with decreases in short-term mortality (OR = 0.08, 95%CI: 0.01-0.52) and longterm mortality (OR = 0.27, 95%CI: 0.08-0.91) in patients with GFV bleeding. In contrast, concurrent hepatocellular carcinoma (HCC) and regular use of proton pump inhibitors (PPI) were independent prognostic factors associated with increases in shortterm mortality(HCC: OR = 15.4, 95%CI: 2.08-114.75; PPI: OR = 12.76, 95%CI: 2.13-76.52) and long-term mortality (HCC: OR = 7.89, 95%CI: 1.98-31.58; PPI: OR = 10.91, 95%CI: 2.86-41.65) in patients with GFV bleeding. The long-term overall survival rate was significantly lower in patients who regularly used PPI than in those who did not use PPI(P = 0.0074).CONCLUSION Administration of antibiotics is associated with decreased short- and long-term mortality, while concurrent HCC and regular PPI administration are associated with increased short- and long-term mortality.展开更多
BACKGROUND Early screening and accurate staging of diabetic retinopathy(DR)can reduce blindness risk in type 2 diabetes patients.DR’s complex pathogenesis involves many factors,making ophthalmologist screening alone ...BACKGROUND Early screening and accurate staging of diabetic retinopathy(DR)can reduce blindness risk in type 2 diabetes patients.DR’s complex pathogenesis involves many factors,making ophthalmologist screening alone insufficient for prevention and treatment.Often,endocrinologists are the first to see diabetic patients and thus should screen for retinopathy for early intervention.AIM To explore the efficacy of non-mydriatic fundus photography(NMFP)-enhanced telemedicine in assessing DR and its various stages.METHODS This retrospective study incorporated findings from an analysis of 93 diabetic patients,examining both NMFP-assisted telemedicine and fundus fluorescein angiography(FFA).It focused on assessing the concordance in DR detection between these two methodologies.Additionally,receiver operating characteristic(ROC)curves were generated to determine the optimal sensitivity and specificity of NMFP-assisted telemedicine,using FFA outcomes as the standard benchmark.RESULTS In the context of DR diagnosis and staging,the kappa coefficients for NMFPassisted telemedicine and FFA were recorded at 0.775 and 0.689 respectively,indicating substantial intermethod agreement.Moreover,the NMFP-assisted telemedicine’s predictive accuracy for positive FFA outcomes,as denoted by the area under the ROC curve,was remarkably high at 0.955,within a confidence interval of 0.914 to 0.995 and a statistically significant P-value of less than 0.001.This predictive model exhibited a specificity of 100%,a sensitivity of 90.9%,and a Youden index of 0.909.CONCLUSION NMFP-assisted telemedicine represents a pragmatic,objective,and precise modality for fundus examination,particularly applicable in the context of endocrinology inpatient care and primary healthcare settings for diabetic patients.Its implementation in these scenarios is of paramount significance,enhancing the clinical accuracy in the diagnosis and therapeutic management of DR.This methodology not only streamlines patient evaluation but also contributes substantially to the op展开更多
and FA for identifying pathological abnormalities in CSC. The characteristics of IA AF in CSC were attributable to the modification of melanin in the RPE. IR- AIM: To evaluate the correlation among changes in fundus a...and FA for identifying pathological abnormalities in CSC. The characteristics of IA AF in CSC were attributable to the modification of melanin in the RPE. IR- AIM: To evaluate the correlation among changes in fundus autofluorescence (AF) measured using infrared fundus AF (IR -AF) and short-wave length fundus AF (SW -AF) with changes in spectral -domain optical coherence tomography (SD -OCT) and fluorescein angiography (FA) in central serous chorioretinopathy (CSC). METHODS: Two hundred and twenty consecutive patients with CSC were included. In addition to AF, patients were assessed by means of SD -OCT and FA. Abnormalities in images of IA -AF, SW -AF, FA were analyzed and correlated with the corresponding outer retinal alterations in SD-OCT findings. RESULTS: Eyes with abnormalities on either IR-AF or SW-AF were found in 256 eyes (58.18%), among them 256 eyes (100%) showed abnormal IR -AF, but SW-AF abnormalities were present only in 213 eyes (83.20%). The hypo-IR-AF corresponded to accumulation of subretinal liquid, collapse of retinal pigment epithelium (APE) or detachment of APE with or without RPE leakage point in the corresponding area. The hyper -IR -AF corresponded to the area with loss of the ellipsoid portion of the inner segments and sub -sensory retinal deposits or focal melanogenesis under sensory retina. The hypo-SW-AF corresponded to accumulation of subretinal liquid or atrophy of RPE. The hyper -SW -AF associated with sub -sensory retinal deposits, detachment of RPE and focal melanogenesis. CONCLUSION: IR-AF was more sensitive than SW-AF AF should be used as a common diagnostic tool for identifying pathological lesion in CSC.展开更多
文摘AIM: To investigate and compare the efficacy of two machine-learning technologies with deep-learning(DL) and support vector machine(SVM) for the detection of branch retinal vein occlusion(BRVO) using ultrawide-field fundus images. METHODS: This study included 237 images from 236 patients with BRVO with a mean±standard deviation of age 66.3±10.6 y and 229 images from 176 non-BRVO healthy subjects with a mean age of 64.9±9.4 y. Training was conducted using a deep convolutional neural network using ultrawide-field fundus images to construct the DL model. The sensitivity, specificity, positive predictive value(PPV), negative predictive value(NPV) and area under the curve(AUC) were calculated to compare the diagnostic abilities of the DL and SVM models. RESULTS: For the DL model, the sensitivity, specificity, PPV, NPV and AUC for diagnosing BRVO was 94.0%(95%CI: 93.8%-98.8%), 97.0%(95%CI: 89.7%-96.4%), 96.5%(95%CI: 94.3%-98.7%), 93.2%(95%CI: 90.5%-96.0%) and 0.976(95%CI: 0.960-0.993), respectively. In contrast, for the SVM model, these values were 80.5%(95%CI: 77.8%-87.9%), 84.3%(95%CI: 75.8%-86.1%), 83.5%(95%CI: 78.4%-88.6%), 75.2%(95%CI: 72.1%-78.3%) and 0.857(95%CI: 0.811-0.903), respectively. The DL model outperformed the SVM model in all the aforementioned parameters(P<0.001). CONCLUSION: These results indicate that the combination of the DL model and ultrawide-field fundus ophthalmoscopy may distinguish between healthy and BRVO eyes with a high level of accuracy. The proposed combination may be used for automatically diagnosing BRVO in patients residing in remote areas lacking access to an ophthalmic medical center.
基金Supported by the National Key Technologies R&D Programme for the 10th Five-year Plan(No.2001BA701A13a)
文摘Objective： To objectively assess the effect of Qiming Granule （芪明颗粒） in the treatment of diabetic retinopathy （DR） by fluorescence fundus angiography （FFA）. Methods： In a multi-center, randomized, parallel controlled clinical trial, patients with DR were randomly assigned to the control group （calcium dobesilate capsule） and the test group （Qiming Granule）. Changes in the retinal blood circulation time were recorded by FFA after 3 months of medication. Results： Significant reduction was observed in the retinal arterio-venous circulation time （AVCT） in both groups （P〈0.01）, the value was 7.635 ± 3.149 s before treatment and 5.165 ±3.382 s after treatment in the treated group, and 7.737±3.413 s and 5.313±3.472 s in the control group respectively. Qiming Granule also reduced the arm-to-retinal circulation time （ARCT, P〈0.05）. The value was 17.867± 3.872 s before treatment and 15.643 ± 4.648 s after treatment in the treated group, and 17.217 ± 3.833 s and 16.312± 3.613 s in the control group （P〉0.05） respectively. The ARCT in the tested group was reduced, with a statistically significant difference post-medication （P〈0.01）. Conclusion： As a Chinese medicine complex prescription, Qiming Granule may alleviate retinal hypoxia and ischemia by increasing retinal blood flow and improving the blood circulation.
文摘AIM： To evaluate the clinical efficacy and safety of ranibizumab for wet age-related macular degeneration （wAMD） in Chinese patients and to determine the mean number of injections administered over one year of follow-up. METHODS： This single centre, retrospective observational case series study included data from 121 patients with wAMD （121 eyes） who were diagnosed by indirect ophthalmoscopy, fluorescence fundus angiography （FFA）, indocyanine green angiography, and optical coherence tomography. Ranibizumab was injected into the vitreous cavities once per month for 3mo and as needed afterwards. Changes in visual acuity and central foveal thickness （CFT） during the follow-up period were compared, and the mean number of injections over the year was calculated. Patients with one or more adverse events related to the drugs and injections were recorded for further adverse events analysis.RESULTS： The study population included 70 males and 51 females aged between 50 and 87y （mean： 71.32±9.41y）. The mean number of injections over the first year was 5±1 （range： 3-9）. The mean best-corrected visual acuity by Early Treatment Diabetic Retinopathy Study increased from 43.2±19.3 （95%CI： 39.8-46.7） at baseline to 51.7±20.1 （95%CI： 48.1-55.3）, and central foveal thickness （CFT） decreased from 526.5±277.0 μm （95%CI： 476.6-576.4） to 258.2±161.6 μm （95%CI： 229.2-287.3） at 12mo. The differences were statistically significant （P〈0.001）. Visual acuity significantly improved in 34.1% of the patients （38 eyes）, stabilized in 66.1% of the patients （80 eyes）, and significantly decreased in 2.5% of the patients （3 eyes）. CFT at baseline was an independent risk factor of decreased CFT and increased visual acuity. None of the patients had severe adverse events during the follow-up period.CONCLUSION： Ranibizumab can effectively control disease progression and improve visual acuity in patients with wAMD. The disease conditions of most patients stabilized
文摘食管胃底静脉曲张破裂出血(Esophageal and Gastric Varices,EGVB)是肝硬化患者较为严重的并发症,在临床上有较高的发病率。其发病通常具有特点:发病快、出血量大、出血部位处理难度高,同时伴有较高的死亡率。目前,所有的医疗相关治疗方式中,采用内镜下止血是最有效的治疗方式,同时在医学史上也得到了相关的认可,其主要治疗方法是通过对静脉曲张进行套扎、对其使用组织胶和硬化剂联合的方式进行注射治疗。组织胶作为一种水样固化物,在闭塞血管和抑制静脉曲张出血的治疗中有显著的效果,同时联合硬化剂(聚桂醇)的使用可以有效控制静脉曲张出血,达到理想的治疗效果。本文通过对精细化护理干预在无痛内镜下套扎术联合组织胶和硬化剂注射治疗肝硬化食管胃底静脉曲张破裂出血中的应用进行分析,探讨相关护理理论。
文摘AIM To determine the prognostic factors associated with mortality in patients with gastric fundal variceal (GFV) bleeding.METHODS In total, 42 patients were endoscopically diagnosed with GFV bleeding from January 2000 to March 2014. We retrospectively reviewed the patients' medical records and assessed their history, etiology of liver cirrhosis, disease conditions, treatment options for GFV bleeding, medications administered before and after onset of GFV bleeding, blood test results(hemoglobin, albumin, and bilirubin concentrations), and imaging results(including computed tomography and abdominal ultrasonography). We also assessed the prognostic factors associated with short-term mortality(up to 90 d) and long-term mortality in all patients.RESULTS Multivariate analysis showed that prophylactic administration of antibiotics was an independent prognostic factor associated with decreases in short-term mortality (OR = 0.08, 95%CI: 0.01-0.52) and longterm mortality (OR = 0.27, 95%CI: 0.08-0.91) in patients with GFV bleeding. In contrast, concurrent hepatocellular carcinoma (HCC) and regular use of proton pump inhibitors (PPI) were independent prognostic factors associated with increases in shortterm mortality(HCC: OR = 15.4, 95%CI: 2.08-114.75; PPI: OR = 12.76, 95%CI: 2.13-76.52) and long-term mortality (HCC: OR = 7.89, 95%CI: 1.98-31.58; PPI: OR = 10.91, 95%CI: 2.86-41.65) in patients with GFV bleeding. The long-term overall survival rate was significantly lower in patients who regularly used PPI than in those who did not use PPI(P = 0.0074).CONCLUSION Administration of antibiotics is associated with decreased short- and long-term mortality, while concurrent HCC and regular PPI administration are associated with increased short- and long-term mortality.
基金Supported by the Project of National Natural Science Foundation of China,No.82270863Major Project of Anhui Provincial University Research Program,No.2023AH040400Joint Fund for Medical Artificial Intelligence,No.MAI2023Q026.
文摘BACKGROUND Early screening and accurate staging of diabetic retinopathy(DR)can reduce blindness risk in type 2 diabetes patients.DR’s complex pathogenesis involves many factors,making ophthalmologist screening alone insufficient for prevention and treatment.Often,endocrinologists are the first to see diabetic patients and thus should screen for retinopathy for early intervention.AIM To explore the efficacy of non-mydriatic fundus photography(NMFP)-enhanced telemedicine in assessing DR and its various stages.METHODS This retrospective study incorporated findings from an analysis of 93 diabetic patients,examining both NMFP-assisted telemedicine and fundus fluorescein angiography(FFA).It focused on assessing the concordance in DR detection between these two methodologies.Additionally,receiver operating characteristic(ROC)curves were generated to determine the optimal sensitivity and specificity of NMFP-assisted telemedicine,using FFA outcomes as the standard benchmark.RESULTS In the context of DR diagnosis and staging,the kappa coefficients for NMFPassisted telemedicine and FFA were recorded at 0.775 and 0.689 respectively,indicating substantial intermethod agreement.Moreover,the NMFP-assisted telemedicine’s predictive accuracy for positive FFA outcomes,as denoted by the area under the ROC curve,was remarkably high at 0.955,within a confidence interval of 0.914 to 0.995 and a statistically significant P-value of less than 0.001.This predictive model exhibited a specificity of 100%,a sensitivity of 90.9%,and a Youden index of 0.909.CONCLUSION NMFP-assisted telemedicine represents a pragmatic,objective,and precise modality for fundus examination,particularly applicable in the context of endocrinology inpatient care and primary healthcare settings for diabetic patients.Its implementation in these scenarios is of paramount significance,enhancing the clinical accuracy in the diagnosis and therapeutic management of DR.This methodology not only streamlines patient evaluation but also contributes substantially to the op
文摘and FA for identifying pathological abnormalities in CSC. The characteristics of IA AF in CSC were attributable to the modification of melanin in the RPE. IR- AIM: To evaluate the correlation among changes in fundus autofluorescence (AF) measured using infrared fundus AF (IR -AF) and short-wave length fundus AF (SW -AF) with changes in spectral -domain optical coherence tomography (SD -OCT) and fluorescein angiography (FA) in central serous chorioretinopathy (CSC). METHODS: Two hundred and twenty consecutive patients with CSC were included. In addition to AF, patients were assessed by means of SD -OCT and FA. Abnormalities in images of IA -AF, SW -AF, FA were analyzed and correlated with the corresponding outer retinal alterations in SD-OCT findings. RESULTS: Eyes with abnormalities on either IR-AF or SW-AF were found in 256 eyes (58.18%), among them 256 eyes (100%) showed abnormal IR -AF, but SW-AF abnormalities were present only in 213 eyes (83.20%). The hypo-IR-AF corresponded to accumulation of subretinal liquid, collapse of retinal pigment epithelium (APE) or detachment of APE with or without RPE leakage point in the corresponding area. The hyper -IR -AF corresponded to the area with loss of the ellipsoid portion of the inner segments and sub -sensory retinal deposits or focal melanogenesis under sensory retina. The hypo-SW-AF corresponded to accumulation of subretinal liquid or atrophy of RPE. The hyper -SW -AF associated with sub -sensory retinal deposits, detachment of RPE and focal melanogenesis. CONCLUSION: IR-AF was more sensitive than SW-AF AF should be used as a common diagnostic tool for identifying pathological lesion in CSC.
