Tackling visual impairment: emerging avenues in ophthalmology
Fang Lin, Yuxing Su, Chenxi Zhao
et al.
Visual impairment, stemming from genetic, degenerative, and traumatic causes, affects millions globally. Recent advancements in ophthalmology present novel strategies for managing and potentially reversing these conditions. Here, we explore 10 emerging avenues—including gene therapy, stem cell therapy, advanced imaging, novel therapeutics, nanotechnology, artificial intelligence (AI) and machine learning, teleophthalmology, optogenetics, bionics, and neuro-ophthalmology—all making strides to improve diagnosis, treatment, and vision restoration. Among these, gene therapy and stem cell therapy are revolutionizing the treatment of retinal degenerative diseases, while advanced imaging technologies enable early detection and personalized care. Therapeutic advancements like anti-vascular endothelial growth factor therapies and neuroprotective agents, along with nanotechnology, have improved clinical outcomes for multiple ocular conditions. AI, especially machine learning, is enhancing diagnostic accuracy, facilitating early detection, and personalized treatment strategies, particularly when integrated with advanced imaging technologies. Teleophthalmology, further strengthened by AI, is expanding access to care, particularly in underserved regions, whereas emerging technologies like optogenetics, bionics, and neuro-ophthalmology offer new hope for patients with severe vision impairment. In light of ongoing research, we summarize the current clinical landscape and the potential advantages of these innovations to revolutionize the management of visual impairments. Additionally, we address the challenges and limitations associated with these emerging avenues in ophthalmology, providing insights into their future trajectories in clinical practice. Continued advancements in these fields promise to reshape the landscape of ophthalmic care, ultimately improving the quality of life for individuals with visual impairments.
Ocular perforating injury by an acupuncture needle: two cases reports
Hu-Ping Song, Chun-Hua Li, Tao Chen
et al.
Predicting Choroidal Nevus Transformation to Melanoma Using Machine Learning
Prashant D. Tailor, MD, Piotr K. Kopinski, MD, PhD, Haley S. D’Souza, MD
et al.
Purpose: To develop and validate machine learning (ML) models to predict choroidal nevus transformation to melanoma based on multimodal imaging at initial presentation. Design: Retrospective multicenter study. Participants: Patients diagnosed with choroidal nevus on the Ocular Oncology Service at Wills Eye Hospital (2007–2017) or Mayo Clinic Rochester (2015–2023). Methods: Multimodal imaging was obtained, including fundus photography, fundus autofluorescence, spectral domain OCT, and B-scan ultrasonography. Machine learning models were created (XGBoost, LGBM, Random Forest, Extra Tree) and optimized for area under receiver operating characteristic curve (AUROC). The Wills Eye Hospital cohort was used for training and testing (80% training–20% testing) with fivefold cross validation. The Mayo Clinic cohort provided external validation. Model performance was characterized by AUROC and area under precision–recall curve (AUPRC). Models were interrogated using SHapley Additive exPlanations (SHAP) to identify the features most predictive of conversion from nevus to melanoma. Differences in AUROC and AUPRC between models were tested using 10 000 bootstrap samples with replacement and results. Main Outcome Measures: Area under receiver operating curve and AUPRC for each ML model. Results: There were 2870 nevi included in the study, with conversion to melanoma confirmed in 128 cases. Simple AI Nevus Transformation System (SAINTS; XGBoost) was the top-performing model in the test cohort [pooled AUROC 0.864 (95% confidence interval (CI): 0.864–0.865), pooled AUPRC 0.244 (95% CI: 0.243–0.246)] and in the external validation cohort [pooled AUROC 0.931 (95% CI: 0.930–0.931), pooled AUPRC 0.533 (95% CI: 0.531–0.535)]. Other models also had good discriminative performance: LGBM (test set pooled AUROC 0.831, validation set pooled AUROC 0.815), Random Forest (test set pooled AUROC 0.812, validation set pooled AUROC 0.866), and Extra Tree (test set pooled AUROC 0.826, validation set pooled AUROC 0.915). A model including only nevi with at least 5 years of follow-up demonstrated the best performance in AUPRC (test: pooled 0.592 (95% CI: 0.590–0.594); validation: pooled 0.656 [95% CI: 0.655–0.657]). The top 5 features in SAINTS by SHAP values were: tumor thickness, largest tumor basal diameter, tumor shape, distance to optic nerve, and subretinal fluid extent. Conclusions: We demonstrate accuracy and generalizability of a ML model for predicting choroidal nevus transformation to melanoma based on multimodal imaging. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
Tear Film and Keratitis in Space: Fluid Dynamics and Nanomedicine Strategies for Ocular Protection in Microgravity
Ryung Lee, Rahul Kumar, Jainam Shah
et al.
Spaceflight-associated dry eye syndrome (SADES) has been reported among astronauts during both International Space Station (ISS) and Space Transportation System (STS) missions. As future missions extend beyond low Earth orbit, the physiological challenges of spaceflight include microgravity, radiation, and environmental stressors, which may further exacerbate the development of ocular surface disease. A deeper understanding of the underlying pathophysiology, along with the exploration of innovative countermeasures, is critical. In this review, we examine nanomedicine as a promising countermeasure for managing ophthalmic conditions in space, with the goal of enhancing visual health and mission readiness for long-duration exploration-class missions.
Pharmacy and materia medica
Managing Post Keratoplasty Astigmatism
Bhayani R, Walkden A
Raj Bhayani,1 Andrew Walkden1,2 1Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK; 2School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UKCorrespondence: Andrew Walkden, Email walkdenandrew@gmail.comAbstract: Corneal transplantation, when used in the correct setting, can significantly improve visual acuity and therefore quality of life. One of the barriers to good vision following keratoplasty is residual post operative surgical astigmatism. Following a thorough literature search, we present the different options available to readers, with regards to how post-operative astigmatism can be approached and managed in order to improve vision. We present available data from the literature, which in some areas are scarce, with a view to collating all of this information in one place, allowing comparison between different modalities of treatment.Keywords: penetrating keratoplasty, astigmatism, post graft astigmatism, corneal transplant astigmatism
Visual outcome of various dose of glucocorticoids treatment in nonarteritic anterior ischemic optic neuropathy– a retrospective analysis
Fang-Fang Zhao, Yun Chen, Tai-Ping Li
et al.
Abstract Background and purpose The objective of this investigation was to assess the therapeutic efficacy of distinct glucocorticoid therapy dosages in the management of acute nonarteritic anterior ischemic optic neuropathy (NAION). Materials and methods This retrospective, unmasked, and non-randomized study included a total of 85 patients. The patients were categorized into four groups: Group 1 (control) consisted of 15 patients who did not receive glucocorticoids, Group 2 included 16 patients administered with oral prednisone at a dosage of 1 mg/kg/d for 14 days, Group 3 comprised 30 patients who received 250 units of methylprednisolone once daily for 3 days, followed by oral prednisone at a dosage of 1 mg/kg/d for 11 days, and Group 4 encompassed 24 patients who received 500 units of methylprednisolone once daily for 3 days, followed by oral prednisone at a dosage of 1 mg/kg/d for 11 days. The best-corrected visual acuity (BCVA) was assessed at baseline and the final follow-up (> 7 days post-treatment). The changes in visual acuity between baseline and the 7–14 day follow-up, as well as between baseline and the concluding appraisal, were employed as metrics for assessing the extent of visual enhancement. Results No significant differences were noted in the final visual outcomes or in the changes between final visual acuity and baseline across the four groups. In Group 1 (control), the best-corrected visual acuity (BCVA) remained unchanged during final follow-ups compared to baseline. Conversely, the intervention groups exhibited statistically significant enhancements in BCVA during final follow-up (p = 0.012, p = 0.03, and p = 0.009 for Group 2, Group 3, and Group 4, respectively) when compared to baseline. During the 7–14 day follow-up, there was a significant difference in the changes between baseline BCVA and follow-up BCVA across the groups (p = 0.035). Go a step further by Bonferroni correction for multiple comparisons, group 4 showed a greater change in vision compared with group1 (p = 0.045). Conclusion Our study on acute nonarteritic anterior ischemic optic neuropathy (NAION) showed no significant final visual outcome differences. Nevertheless, Groups 2, 3, and 4 demonstrated improved best-corrected visual acuity (BCVA) during the final follow-up. Notably, a 500-unit dose of methylprednisolone resulted in short-term BCVA enhancement. This suggests potential consideration of 500 units of methylprednisolone for short-term NAION vision improvement, despite its limited long-term impact.
Analysis of morphological and quantitative changes in pathological myopia and perioperative changes in posterior scleral reinforcement using three-dimensional magnet resonance imaging
Lin Liu, Hua Rong, Di Wu
et al.
Objective: To compare the morphological and quantitative changes in pathological myopia (PM) and the perioperative changes in posterior scleral reinforcement (PSR) using three-dimensional magnetic resonance images (3D MRI).Methods: A total of 49 patients with high myopia (HM; 98 eyes), 15 with pathological myopia (PM; 19 eyes), and 10 without high myopia (NORM; 20 eyes) were recruited between September 2019 and July 2021. The patients underwent measurements of refractive error and axial length, as well as 3D MRI of the eyeball. Python was used to analyze the 3D MRI images, calculate the vitreous volume, establish a topography of the height of the eyeball posterior surface, and calculate the rate of change in height (H). For the PM group undergoing PSR, changes in vitreous volume and the highest point of the eyeball posterior surface in four quadrants (temporal, subtemporal, nasal, and subnasal) were compared before and after PSR.Results: The vitreous volume was smaller in the NORM group compared to the HM and PM groups (p < 0.01). The PM group had a larger volume than the HM group (p < 0.01). The H for the PM group was higher than that of the NORM and HM groups (p < 0.01). After PSR in the PM group, the total vitreous volume, as well as the volume in the subnasal and supratemporal quadrants, decreased (p < 0.05). Additionally, the highest point of the eyeball’s posterior surface was generally shifted to the upper nasal side. Finally, the shape and position of the scleral band after PSR were plotted.Conclusion: 3D MRI is capable of a quantitative description of the eyeball morphology in PM and PSR. It allows for precise calculations of changes in vitreous volume and the H of the posterior surface. It also facilitates a meticulous analysis of the specific details of the scleral band following PSR.
Subjective Assessment of the Dry Eye Syndrome According to the OSDI Questionnaire in Patients Using Various Options for Correcting Ametropia
I. B. Medvedev, M. Yu. Borisova, S. R. Shalieva
et al.
Purpose: to study the severity of dry eye symptoms in patients who wear contact lenses and in those who underwent laser keratomileusis a long period ago according to OSDI questionnaire.Methods. 88 patients with various refractive disorders were included in the study, there were 33 men and 55 women. Mean age was 30,11 y.o. All patients were divided into 3 groups according to method of refractive disorder correction. Groups were equal in age and gender. The first included 27 patients wearing soft contact lenses for more than 5 years. The second group contained 33 patients who didn’t use contact lenses. The third one included 32 patients who underwent refractive surgery (LASIK, Femto-LASIK) more than a year ago. Assessment of severity of dry eye symptoms was performed according to questionnaire data (patients’ subjective feelings), objective data was not taken into account. Survey was performed with the use of OSDI questionnaire.Results. According to the symptoms presented the incidence of dry eye syndrome was 73.91 % in patients of the first group and it was 56.25 % and 66.66 % in the second and third one, moreover, the prevalence of DES in each of the groups was higher among women and amounted to 94.11% in the first group; 63.63% — in the second and 61.11% — in the third group. Mean OSDI in the first group was 31.48 ± 22.17; and it was 18,83 ± 14,00 and 22,25 ± 15,53 in the second and third group respectively. The obtained data corresponded to moderate severity of dry eye syndrome in all groups. DES was more prevalent among women in each group.Conclusion. The prevalence of DES according to the severity of symptoms was 65.6 %, the severity of DES was predominantly moderate. There was definite connection of symptoms and such risk factors as female sex and contact lens wear. Despite the connection with underlying pathogenetic mechanisms, the spread and severity of dry eye symptoms in patients a year after refractive surgery were significantly lower compared to those who didn’t undergo any refractive surgical procedures.
High-fat intake reshapes the circadian transcriptome profile and metabolism in murine meibomian glands
Sen Zou, Jiangman Liu, Hongli Si
et al.
BackgroundNutritional and food components reshape the peripheral clock and metabolism. However, whether food challenges affect the circadian clock and metabolism of meibomian glands (MGs) has not been fully explored. This study was designed to analyze alterations in the rhythmic transcriptome and metabolism of MGs of murine fed a balanced diet or a high-fat diet (HFD).MethodsMale C57BL/6J mice were maintained on a 12/12 h light/dark cycle and fed ad libitum on normal chow (NC) or HFD for 4 weeks. MGs were collected from sacrificed animals at 3-h intervals throughout a 24-h circadian cycle. The circadian transcriptome of MGs was analyzed via bioinformatics approaches using high-throughput RNA sequencing (RNA-seq). In addition, circadian oscillations of lipid components in MGs were analyzed.ResultsMeibomian glands displayed robust transcriptome rhythmicity. HFD feeding significantly altered the circadian transcriptome profile of MGs—including composition and phase—and spatiotemporally affected the enriched signaling pathways. In addition, HFD feeding significantly altered the normal rhythmic oscillations of lipid components in MGs.ConclusionOur data show that HFD significantly affects MGs’ rhythmicity, which reveals a high sensitivity of MGs’ clocks to lipid composition in food.
Nutrition. Foods and food supply
Decreased levels of interleukin-6 level in tears and clinical changes in subjects with moderate-to-severe infection corneal ulcers treated with platelet-rich fibrin lysate eye drops
Jehan Fauzi Rakhmandani, Indra Tri Mahayana, Felicia Widyaputri
et al.
PURPOSE: To assess the change of interleukin-6 (IL-6) levels in tears and ocular clinical parameters in corneal ulcer patients with moderate-to-severe infection after adjunctive therapy with platelet-rich fibrin (PRF) lysate-eyedrops compared with autologous serum eyedrops.
MATERIALS AND METHODS: This study was a randomized double-blind controlled trial, which compared two groups of patients at Dr. Sardjito Hospital, Yogyakarta. A total of 42 patients (42 eyes) were divided into the control group (21 patients) and the intervention group (21 patients). All patients received antibacterial/antifungal therapy based on the etiology, and an adjunctive eyedrop therapy: autologous serum eyedrops for the control group and PRF lysate eyedrops for the intervention group. The IL-6 levels and clinical changes in patients, such as the area of corneal defects, pericorneal injection, and the level of blepharospasm were measured at the baseline, day 6, and day 13 after starting the treatment.
RESULTS: Compared to baseline, the mean IL-6 level in day 13 decreased by 426.6 ± 665.4 pg/ml (P = 0.005) and 1283.7 ± 1569.1 pg/ml (P = 0.079) in the intervention and control groups, respectively. However, the difference between the two groups was not statistically significant (P = 0.164). In term of corneal defect area, there was a significant decrease at day 6 and day 13 in both groups but there was no statistically significant difference between the two groups in all time points. Similarly, the proportion of blepharospasm and pericorneal injection severity appeared to improve especially on day 13 in both groups but were not statistically different between the two.
CONCLUSION: There was a statistically significant decrease in IL-6 levels in the tears in patient using PRF lysate, but there was no significant difference when compared to those using autologous serum. The difference in defect area, degree of blepharospasm, and pericorneal injection was not statistically significant between the two treatment options.
Immunotherapy-induced retinopathy mimicking cancer associated retinopathy
Hashem Ghoraba, Christopher Or, Irmak Karaca
et al.
Purpose: To report a patient who developed a cancer associated retinopathy (CAR) like syndrome in the setting of pembrolizumab and lenvatinib combination therapy for metastatic endometrial carcinoma. Symptoms resolved with normalization of objective functional tests following cessation of medications. Observations: A 52-year-old female with history of endometrial carcinoma, managed with pembrolizumab infusions and daily oral lenvatinib treatment for 18 months, presented to a tertiary eye center with complaints of nyctalopia, photosensitivity and photopsia. Further investigations revealed a reduction in b-wave amplitude on full field ERG (ffERG), a mild color vision deficit, and positive antiretinal antibodies against carbonic anhydrase II, enolase and arrestin. A preliminary diagnosis of CAR was made. One month following diagnosis, the patient discontinued both lenvatinib and pembrolizumab and subsequently reported significant improvement in her eye symptoms and vision. Repeat ffERG had normalized with a robust b-wave, with an improvement noted on repeat color vision testing. A presumed diagnosis of immunotherapy-induced retinopathy was made, with clinical findings mimicking CAR. Conclusions and importance: Pembrolizumab and lenvatinib treatment may be associated with a reversible retinopathy, with presentation very similar to CAR.
Atropine for the Prevention of Myopia Progression in Children: A Report by the American Academy of Ophthalmology.
S. Pineles, R. Kraker, D. VanderVeen
et al.
Laser Peripheral Iridotomy in Primary Angle Closure: A Report by the American Academy of Ophthalmology.
S. Radhakrishnan, Philip P. Chen, A. Junk
et al.
PURPOSE To examine the efficacy and complications of laser peripheral iridotomy (LPI) in subjects with primary angle closure (PAC). METHODS Literature searches in the PubMed and Cochrane databases were last conducted in August 2017 and yielded 300 unique citations. Of these, 36 met the inclusion criteria and were rated according to the strength of evidence; 6 articles were rated level I, 11 articles were rated level II, and 19 articles were rated level III. RESULTS Reported outcomes were change in angle width, effect on intraocular pressure (IOP) control, disease progression, and complications. Most of the studies (29/36, 81%) included only Asian subjects. Angle width (measured by gonioscopy, ultrasound biomicroscopy, and anterior segment OCT) increased after LPI in all stages of angle closure. Gonioscopically defined persistent angle closure after LPI was reported in 2% to 57% of eyes across the disease spectrum. Baseline factors associated with persistent angle closure included narrower angle and parameters representing nonpupillary block mechanisms of angle closure, such as a thick iris, an anteriorly positioned ciliary body, or a greater lens vault. After LPI, further treatment to control IOP was reported in 0%-8% of PAC suspect (PACS), 42% to 67% of PAC, 21% to 47% of acute PAC (APAC), and 83%-100% of PAC glaucoma (PACG) eyes. Progression to PACG ranged from 0% to 0.3% per year in PACS and 0% to 4% per year in PAC. Complications after LPI included IOP spike (8-17 mmHg increase from baseline in 6%-10%), dysphotopsia (2%-11%), anterior chamber bleeding (30%-41%), and cataract progression (23%-39%). CONCLUSIONS Laser peripheral iridotomy increases angle width in all stages of primary angle closure and has a good safety profile. Most PACS eyes do not receive further intervention, whereas many PAC and APAC eyes, and most PACG eyes, receive further treatment. Progression to PACG is uncommon in PACS and PAC. There are limited data on the comparative efficacy of LPI versus other treatments for the various stages of angle closure; 1 randomized controlled trial each demonstrated superiority of cataract surgery over LPI in APAC and of clear lens extraction over LPI in PACG or PAC with IOP above 30 mmHg.
Current ophthalmology practice patterns for syphilitic uveitis
Genevieve F Oliver, R. Stathis, J. Furtado
et al.
Background Syphilitic uveitis is re-emerging alongside the systemic infection. In July 2017, an international group of uveitis-specialised ophthalmologists formed the International Ocular Syphilis Study Group to define current practice patterns. Methods 103 Study Group members based in 35 countries completed a 25-item questionnaire focused on case load, clinical presentations, use and interpretation of investigations, treatment and clinical indicators of poor prognosis. Results Members managed a mean of 6.1 patients with syphilitic uveitis in clinics that averaged 707 annual cases of uveitis (0.9%); 53.2% reported increasing numbers over the past decade. Patients presented to more members (40.2%) during secondary syphilis. Uveitis was usually posterior (60.8%) or pan (22.5%); complications included optic neuropathy, macular oedema and posterior synechiae. All members diagnosed syphilitic uveitis using serological tests (simultaneous or sequential testing algorithms), and 97.0% routinely checked for HIV co-infection. Cerebrospinal fluid (CSF) analysis was ordered by 90.2% of members, and 92.7% took uveitis plus Venereal Disease Research Laboratory test (VDRL) or fluorescent treponemal antibody absorption test (FTA-ABS) to indicate neurosyphilis. Patients were commonly co-managed with infectious disease physicians, and treated with penicillin for at least 10–14 days, plus corticosteroid. Features predicting poor outcome included optic neuropathy (86.3%) and initial misdiagnosis (63.7%). Reasons for delayed diagnosis were often practitioner-related. 82.5% of members tested every patient they managed with uveitis for syphilis. Conclusion This comprehensive report by an international group of uveitis-specialised ophthalmologists provides a current approach for the management of syphilitic uveitis.
Application of artificial intelligence in ophthalmology.
Xueli Du, Wen-Bo Li, Bo-jie Hu
Artificial intelligence is a general term that means to accomplish a task mainly by a computer, with the least human beings participation, and it is widely accepted as the invention of robots. With the development of this new technology, artificial intelligence has been one of the most influential information technology revolutions. We searched these English-language studies relative to ophthalmology published on PubMed and Springer databases. The application of artificial intelligence in ophthalmology mainly concentrates on the diseases with a high incidence, such as diabetic retinopathy, age-related macular degeneration, glaucoma, retinopathy of prematurity, age-related or congenital cataract and few with retinal vein occlusion. According to the above studies, we conclude that the sensitivity of detection and accuracy for proliferative diabetic retinopathy ranged from 75% to 91.7%, for non-proliferative diabetic retinopathy ranged from 75% to 94.7%, for age-related macular degeneration it ranged from 75% to 100%, for retinopathy of prematurity ranged over 95%, for retinal vein occlusion just one study reported ranged over 97%, for glaucoma ranged 63.7% to 93.1%, and for cataract it achieved a more than 70% similarity against clinical grading.
Navigating Social Media in #Ophthalmology.
E. Tsui, R. Rao
Pediatric ophthalmology, strabismus and neuro-ophthalmology practice in the COVID-19 era: All India Ophthalmological Society guidelines
R. Saxena, Digvijay Singh, J. Jethani
et al.
The COVID-19 Pandemic has prompted substantial changes in the way ophthalmology is practiced globally. General guidelines on safe ophthalmic practice have been issued by various bodies across the globe including the All India Ophthalmological Society. While these are suitable to ophthalmology overall, they are not entirely suitable to a subspecialty practice, particularly pediatric ophthalmology, strabismus and neuro-ophthalmology, which entails dealing with children, surgery under general anesthesia and managing possible life threatening situations. A group of sub-specialists and anesthetists met virtually and arrived at a consensus with regard to practice and general anesthesia protocols pertaining to these subspecialties of ophthalmology. The recommendations made by the expert group are specific yet can be universally followed to ensure the best and safest outcome for the practitioner and patient alike. The recommendations pertain to listing conditions which need emergency or urgent care in the fields of pediatric ophthalmology and neuro-ophthalmology, precautions and technique of pediatric and neuro-ophthalmic eye examination and a protocol for delivering a safe general anesthesia for a pediatriceye surgery.
Microbial flora and resistance in ophthalmology: a review
A. Grzybowski, Piotr Brona, Stephen J. Kim
Antibiotic resistance in systemic infection is well-researched and well-publicized. Much less information is available on the resistance of normal ocular microbiome and that of ophthalmic infections. An understanding of the distribution of ocular microorganisms may help us in tailoring our empiric treatment, as well as in choosing effective pre-, peri- and postoperative management, to achieve the best results for patients. This study aims to summarize and review the available literature on the subject of normal ocular flora and its resistance, as well as the broader topic of antibiotic resistance in ophthalmology.
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Biology, Medicine
Nanotechnology in regenerative ophthalmology.
F. F. Sahle, Sangyoon Kim, K. Niloy
et al.
In recent years, regenerative medicine is gaining momentum and is giving hopes for restoring function of diseased, damaged, and aged tissues and organs and nanotechnology is serving as a catalyst. In the ophthalmology field, various types of allogenic and autologous stem cells have been investigated to treat some ocular diseases due to age-related macular degeneration, glaucoma, retinitis pigmentosa, diabetic retinopathy, and corneal and lens traumas. Nanomaterials have been utilized directly as nanoscaffolds for these stem cells to promote their adhesion, proliferation and differentiation or indirectly as vectors for various genes, tissue growth factors, cytokines and immunosuppressants to facilitate cell reprogramming or ocular tissue regeneration. In this review, we reviewed various nanomaterials used for retina, cornea, and lens regenerations, and discussed the current status and future perspectives of nanotechnology in tracking cells in the eye and personalized regenerative ophthalmology. The purpose of this review is to provide comprehensive and timely insights on the emerging field of nanotechnology for ocular tissue engineering and regeneration.
A Randomized Controlled Study of Art Observation Training to Improve Medical Student Ophthalmology Skills.
Jaclyn Gurwin, K. Revere, Suzannah Niepold
et al.