Comparisons of deep learning algorithms for diagnosing bacterial keratitis via external eye photographs.

Bacterial keratitis (BK), a painful and fulminant bacterial infection of the cornea, is the most common type of vision-threatening infectious keratitis (IK). A rapid clinical diagnosis by an ophthalmologist may often help prevent BK patients from progression to corneal melting or even perforation, but many rural areas cannot afford an ophthalmologist. Thanks to the rapid development of deep learning (DL) algorithms, artificial intelligence via image could provide an immediate screening and recommendation for patients with red and painful eyes. Therefore, this study aims to elucidate the potentials of different DL algorithms for diagnosing BK via external eye photos. External eye photos of clinically suspected IK were consecutively collected from five referral centers. The candidate DL frameworks, including ResNet50, ResNeXt50, DenseNet121, SE-ResNet50, EfficientNets B0, B1, B2, and B3, were trained to recognize BK from the photo toward the target with the greatest area under the receiver operating characteristic curve (AUROC). Via five-cross validation, EfficientNet B3 showed the most excellent average AUROC, in which the average percentage of sensitivity, specificity, positive predictive value, and negative predictive value was 74, 64, 77, and 61. There was no statistical difference in diagnostic accuracy and AUROC between any two of these DL frameworks. The diagnostic accuracy of these models (ranged from 69 to 72%) is comparable to that of the ophthalmologist (66% to 74%). Therefore, all these models are promising tools for diagnosing BK in first-line medical care units without ophthalmologists.

Simultaneously Monitoring Whole Corneal Injury with Corneal Optical Density and Thickness in Patients Undergoing Cataract Surgery.

To pursue the least corneal implication during cataract surgery, this study aimed to monitor corneal wound injury after cataract surgery with a novel method. The prospective cohort study involved thirty-two patients, who were assessed by a Scheimpflug tomography AxL® (Oculus GmbH, Wetzlar, Germany) via the following two kinds of indices: whole corneal optical density (COD) and corneal thickness (CT), two weeks before and one month after cataract surgery. The results of the COD revealed that corneal annuli 0.0-2.0 mm and 2.0-6.0 mm, and the average and maximal values at the incisional site significantly increased postoperatively. Also, the anterior and central stroma of 0.0-2.0 mm, and all three depths of 2.0-6.0 mm, increased remarkably after the operation. For the CT, all ranges of diameters plus incisional sites showed significant increases postoperatively. Furthermore, we analyzed the differences (delta) of COD and CT between pre- and post-operation, and found significant correlations between the delta of COD and the delta of CT, regarding annuli 0.0-2.0 mm, 2.0-6.0 mm, and 6.0-10.0 mm, but no correlation at the incisional site, with either average density or maximal density, was detected. We concluded that whole COD and CT, especially at the central zones of the cornea (annulus < 6 mm), are both valuable parameters in the assessment of corneal damage post-cataract surgery, and are independent indices at the incisional site.

Progressive large pediatric corneal limbal dermoid management with tissue glue-assisted monolayer amniotic membrane transplantation: A case report.

RATIONALE: Limbal dermoids are choristomas known as congenital benign tumors found in abnormal locations. Despite the benign nature, enlarging limbal dermoids may cause visual abnormalities by cornea infiltration with fat component, visual axis invasion, gradually induced corneal astigmatism, and finally result in anisometropic amblyopia. Here we report a rare case of progressive, large pediatric corneal limbal dermoid in a newborn, managed with tissue glue-assisted monolayer amniotic membrane transplantation. PATIENT CONCERNS: A 1-day-old male baby (gestational age, 36 ±â€Š6 weeks; birth body weight, 2785 gram) presented to our clinic with a whitish mass on his right eye since birth. DIAGNOSIS: Ocular examination revealed a solid, whitish-yellow, and ovoid mass with central keratinized epithelium over the superior limbus; the lesion covered two-thirds of the cornea with rapid progression in size. The final pathological examination revealed that the lesion is composed of keratotic lining squamous epithelium resembling epidermis, underling dermal fibrotic connective tissue, and mature fat. INTERVENTIONS: The patient underwent deep lamellar excision followed by mitomycin C (MMC) soaking (0.2 mg/mL, 3 minutes) and tissue glue-assisted monolayer amniotic membrane transplantation with the ring conformer at 2 months of age. OUTCOMES: The ring conformer was smoothly removed 2 weeks after the operation. The patient showed a smooth healing process with less pain and rapid corneal re-epithelization. The ocular surface was stable during the follow-up visits, and no complications were detected. Only mild post-operative scarring over the incision wound was observed. LESSONS: Although a combination of excision, lamellar keratoplasty, and multilayer amniotic membrane and limbal stem cell transplantation is advocated for the treatment of grade II and III pediatric corneal limbal dermoids, the procedure used in this study offers an alternative surgical approach. However, because of the large size of the lesion and the young age of the patient, the management of amblyopia with visual rehabilitation and corneal transplantation is still needed in the future.

Effect of laser acupuncture on dry eye: A study protocol for a 2-center randomized controlled trial.

BACKGROUND: Dry eye is a common ophthalmologic disorder that causes ocular discomfort and has become a worldwide health concern. Patients with dry eye often turn to complementary and alternative medicine (CAM) because of unsatisfactory conventional treatments. Acupuncture is one of the most popular interventions of CAM used, and laser acupuncture (LA) is a noninvasive technique. METHODS: This protocol is a 2-center randomized controlled trial investigating the effect of laser acupuncture on dry eye. Two hundred participants aged 20 to 65 years will be randomly assigned to the experimental group (LA plus conventional treatment) or the sham control group (LA without laser output plus conventional treatment) at 2 clinical research centers in South Taiwan. The subjects will undergo LA treatment thrice a week for 12 weeks. The subjects in the experimental group will sequentially receive 0.375 J of energy at each of the following acupoints: BL2, TE23, ST2, LI4, ST36, and GB37. The subjects in the control group will also receive a sham LA treatment, without any laser output. Outcome assessments will include evaluation of the ocular surface disease index (OSDI), tear film break-up time (TFBUT), Schirmer-I test finding, and the visual analog scale (VAS) score at 4 and 12 weeks before treatment. The OSDI, TFBUT, Schirmer-I test result, and VAS score of the participants will be analyzed and compared between the experimental and control groups using the paired t test and one-way analysis of variance. OBJECTIVES: The aim of this protocol is to investigate the efficacy of LA therapy in patients with dry eye. TRIAL REGISTRATION: ClinicalTrials.gov NCT03204903.

Myopia Prevention and Outdoor Light Intensity in a School-Based Cluster Randomized Trial.

PURPOSE: To investigate the effectiveness of a school-based program promoting outdoor activities in Taiwan for myopia prevention and to identify protective light intensities. DESIGN: Multi-area, cluster-randomized intervention controlled trial. PARTICIPANTS: A total 693 grade 1 schoolchildren in 16 schools participated. Two hundred sixty-seven schoolchildren were in the intervention group and 426 were in the control group. METHODS: Initially, 24 schools were randomized into the intervention and control groups, but 5 and 3 schools in the intervention and control groups, respectively, withdrew before enrollment. A school-based Recess Outside Classroom Trial was implemented in the intervention group, in which schoolchildren were encouraged to go outdoors for up to 11 hours weekly. Data collection included eye examinations, cycloplegic refraction, noncontact axial length measurements, light meter recorders, diary logs, and questionnaires. MAIN OUTCOME MEASURES: Change in spherical equivalent and axial length after 1 year and the intensity and duration of outdoor light exposures. RESULTS: The intervention group showed significantly less myopic shift and axial elongation compared with the control group (0.35 diopter [D] vs. 0.47 D; 0.28 vs. 0.33 mm; P = 0.002 and P = 0.003) and a 54% lower risk of rapid myopia progression (odds ratio, 0.46; 95% confidence interval [CI], 0.28-0.77; P = 0.003). The myopic protective effects were significant in both nonmyopic and myopic children compared with controls. Regarding spending outdoor time of at least 11 hours weekly with exposure to 1000 lux or more of light, the intervention group had significantly more participants compared with the control group (49.79% vs. 22.73%; P < 0.001). Schoolchildren with longer outdoor time in school (≥200 minutes) showed significantly less myopic shift (measured by light meters; ≥1000 lux: 0.14 D; 95% CI, 0.02-0.27; P = 0.02; ≥3000 lux: 0.16 D; 95% CI, 0.002-0.32; P = 0.048). CONCLUSIONS: The school-based outdoor promotion program effectively reduced the myopia change in both nonmyopic and myopic children. Outdoor activities with strong sunlight exposure may not be necessary for myopia prevention. Relatively lower outdoor light intensity activity with longer time outdoors, such as in hallways or under trees, also can be considered.

Experience of scleritis and episcleritis at a tertiary center in Southern Taiwan.

PURPOSE: The purpose of this study was to review the clinical experiences of scleritis and episcleritis in Southern Taiwanese people during a 7-year period. METHODS: The charts of 89 patients (representing 101 eyes) who had visited our clinic from January 2003 to July 2010 were retrospectively reviewed. They were diagnosed as having episcleritis or scleritis. The medical charts, slit lamp photographs, and laboratory data were reviewed. Age, gender, laterality, previous surgery history, systemic diseases, follow-up duration, and ocular complications were collected. The patients were classified as having clinically suspected noninfectious scleritis (CSNIS), clinically suspected infectious scleritis (CSIS), and episcleritis for analysis. RESULTS: In the series of 89 patients (i.e., 101 eyes), 31 (34.8%; 32 eyes) patients had scleritis and 58 (65.2%; 69 eyes) patients had episcleritis. Episcleritis and scleritis occurred slightly more frequently in women than in men. In the 31 patients (32 eyes) diagnosed with scleritis, 12 (38.7%) patients had CSIS and 19 (61.3%) patients had CSNIS. Patients with scleritis were older than patients with episcleritis (p < 0.001). Previous pterygium excision was associated with CSIS and necrotizing scleritis. CONCLUSION: Scleritis occurred in a more elderly population. It was more frequently associated with ocular complications, compared to episcleritis. Both CSNIS and CSIS were associated with a history of pterygium excisional surgery. Our series of patients had a high occurrence of necrotizing scleritis. All cases of necrotizing scleritis were associated with a history of previous ocular surgery.

Ocular post-transplant lymphoproliferative disorder.

We report a case of an iris tumor with muttonfat keratic precipitates in a young patient after liver transplantation surgery. A 6yearold girl underwent liver transplantation for congenital biliary atresia and was subsequently immunosuppressed with oral cyclosporine. We examined her 5 years after transplantation because of a "white nodule in her left eye," which had been detected by her father one day before visiting our clinic. Ophthalmological examinations revealed symmetric visual acuity and normal afferent papillary reflex. Slitlamp examination revealed a depigmented iris nodule approximately3 × 2 mm with muttonfat keratic precipitates in the anterior chamber. Fundus examination was unremarkable, and computed tomography (CT) of the head, neck, and abdomen showed normal findings. Based on the suspicion of post-transplant lymphoproliferative disorder (PTLD), therapy was initiated, which included tapering cyclosporine and topical mydriatics. After 2.5 months, the lesion resolved and no more muttonfat keratic precipitates were identified in the anterior chamber. In this PTLD case, the patient presented with an iris nodule and muttonfat keratic precipitates, and the ocular PTLD presentation resolved spontaneously after tapering cyclosporine.

Primary orbital meningioma: a study of six cases at a single institution.

Primary orbital meningioma is a rare tumor of the anterior visual pathway and constitutes approximately 2% of all orbital tumors and 1-2% of all meningiomas. The differentiation from secondary orbital meningioma of intracranial origin is sometimes difficult on image. As the tumor often leads to visual loss if left untreated and surgical intervention inevitably causes morbidity, the timing and modality of treatment are very important. We carried out the study involving six cases (mean age: 42.7 years, male to female ratio: 1:5) of primary orbital meningioma to further elucidate its behavior. The clinical signs and symptoms, diagnosis, treatment strategies, and follow-up information are recorded for all cases. The most frequent initial symptoms were visual complaints (100%) and proptosis (67%). In five cases, the diagnosis was based on pathologic findings and the tumors were all grade I meningiomas. In one case, however, the diagnosis was based on radiographic and clinical findings, lacking histologic confirmation. Five patients were operated on, four underwent tumor removal, and one received eyeball exenteration. One patient was treated with Novalis radiotherapy. The mean follow-up period was 8.8 years (range from 9 months to 15 years). All patients experienced loss of vision during the course without exception. No recurrent tumor was found in five cases during follow-up. In case 5, whose eyeball was exenterated, developed recurrent meningioma 7 years later. She received radiotherapy but the tumor was out of control. She expired 8 years after eyeball exenteration. The primary orbital meningioma is aggressive in behavior despite its benign histopathologic features. Loss of vision is frequently seen even after treatment. The tumor could be fatal if surgery and radiotherapy fail to control its intracranial extension.