Approach to Leukocoria Intro Hi Everyone, My Name Is
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Artificial Intelligence for Pediatric Ophthalmology
Artificial Intelligence for Pediatric Ophthalmology Julia E. Reid, MD m;y and Eric Eaton, PhDz Purpose of review Despite the impressive results of recent artificial intelligence (AI) applications to general ophthalmol- ogy, comparatively less progress has been made toward solving problems in pediatric ophthalmology using similar techniques. This article discusses the unique needs of pediatric ophthalmology patients and how AI techniques can address these challenges, surveys recent applications of AI to pediatric ophthalmology, and discusses future directions in the field. Recent findings The most significant advances involve the automated detection of retinopathy of prematurity (ROP), yielding results that rival experts. Machine learning (ML) has also been successfully applied to the clas- sification of pediatric cataracts, prediction of post-operative complications following cataract surgery, detection of strabismus and refractive error, prediction of future high myopia, and diagnosis of read- ing disability via eye tracking. In addition, ML techniques have been used for the study of visual development, vessel segmentation in pediatric fundus images, and ophthalmic image synthesis. Summary AI applications could significantly benefit clinical care for pediatric ophthalmology patients by opti- mizing disease detection and grading, broadening access to care, furthering scientific discovery, and improving clinical efficiency. These methods need to match or surpass physician performance in clinical trials before deployment with patients. Due to widespread use of closed-access data sets and software implementations, it is difficult to directly compare the performance of these approaches, and repro- ducibility is poor. Open-access data sets and software implementations could alleviate these issues, and encourage further AI applications to pediatric ophthalmology. Keywords pediatric ophthalmology, machine learning, artificial intelligence, deep learning INTRODUCTION atric ophthalmology, despite the pressing need. -
Differentiate Red Eye Disorders
Introduction DIFFERENTIATE RED EYE DISORDERS • Needs immediate treatment • Needs treatment within a few days • Does not require treatment Introduction SUBJECTIVE EYE COMPLAINTS • Decreased vision • Pain • Redness Characterize the complaint through history and exam. Introduction TYPES OF RED EYE DISORDERS • Mechanical trauma • Chemical trauma • Inflammation/infection Introduction ETIOLOGIES OF RED EYE 1. Chemical injury 2. Angle-closure glaucoma 3. Ocular foreign body 4. Corneal abrasion 5. Uveitis 6. Conjunctivitis 7. Ocular surface disease 8. Subconjunctival hemorrhage Evaluation RED EYE: POSSIBLE CAUSES • Trauma • Chemicals • Infection • Allergy • Systemic conditions Evaluation RED EYE: CAUSE AND EFFECT Symptom Cause Itching Allergy Burning Lid disorders, dry eye Foreign body sensation Foreign body, corneal abrasion Localized lid tenderness Hordeolum, chalazion Evaluation RED EYE: CAUSE AND EFFECT (Continued) Symptom Cause Deep, intense pain Corneal abrasions, scleritis, iritis, acute glaucoma, sinusitis, etc. Photophobia Corneal abrasions, iritis, acute glaucoma Halo vision Corneal edema (acute glaucoma, uveitis) Evaluation Equipment needed to evaluate red eye Evaluation Refer red eye with vision loss to ophthalmologist for evaluation Evaluation RED EYE DISORDERS: AN ANATOMIC APPROACH • Face • Adnexa – Orbital area – Lids – Ocular movements • Globe – Conjunctiva, sclera – Anterior chamber (using slit lamp if possible) – Intraocular pressure Disorders of the Ocular Adnexa Disorders of the Ocular Adnexa Hordeolum Disorders of the Ocular -
Pattern of Vitreo-Retinal Diseases at the National Referral Hospital in Bhutan: a Retrospective, Hospital-Based Study Bhim B
Rai et al. BMC Ophthalmology (2020) 20:51 https://doi.org/10.1186/s12886-020-01335-x RESEARCH ARTICLE Open Access Pattern of vitreo-retinal diseases at the national referral hospital in Bhutan: a retrospective, hospital-based study Bhim B. Rai1,2* , Michael G. Morley3, Paul S. Bernstein4 and Ted Maddess1 Abstract Background: Knowing the pattern and presentation of the diseases is critical for management strategies. To inform eye-care policy we quantified the pattern of vitreo-retinal (VR) diseases presenting at the national referral hospital in Bhutan. Methods: We reviewed all new patients over three years from the retinal clinic of the Jigme Dorji Wangchuck National Referral Hospital. Demographic data, presenting complaints and duration, treatment history, associated systemic diseases, diagnostic procedures performed, and final diagnoses were quantified. Comparisons of the expected and observed frequency of gender used Chi-squared tests. We applied a sampling with replacement based bootstrap analysis (10,000 cycles) to estimate the population means and the standard errors of the means and standard error of the 10th, 25th, 50th, 75th and 90th percentiles of the ages of the males and females within 20-year cohorts. We then applied t-tests employing the estimated means and standard errors. The 2913 subjects insured that the bootstrap estimates were statistically conservative. Results: The 2913 new cases were aged 47.2 ± 21.8 years. 1544 (53.0%) were males. Housewives (953, 32.7%) and farmers (648, 22.2%) were the commonest occupations. Poor vision (41.9%), screening for diabetic and hypertensive retinopathy (13.1%), referral (9.7%), sudden vision loss (9.3%), and trauma (8.0%) were the commonest presenting symptoms. -
Peripapillary Retinal Vascular Involvement in Early Post-COVID-19 Patients
Journal of Clinical Medicine Article Peripapillary Retinal Vascular Involvement in Early Post-COVID-19 Patients 1,2, 1,2, 1,2, Alfonso Savastano y , Emanuele Crincoli y , Maria Cristina Savastano * , Saad Younis 3, Gloria Gambini 1,2, Umberto De Vico 1,2 , Grazia Maria Cozzupoli 1,2 , Carola Culiersi 1,2 , Stanislao Rizzo 1,2,4 and Gemelli Against COVID-19 Post-Acute Care Study Group 2 1 Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00196 Rome, Italy; [email protected] (A.S.); [email protected] (E.C.); [email protected] (G.G.); [email protected] (U.D.V.); [email protected] (G.M.C.); [email protected] (C.C.); [email protected] (S.R.) 2 Department of Ophthalmology, Catholic University of “Sacro Cuore”, 00168 Rome, Italy 3 Department of Ophthalmology, Western Eye Hospital, Imperial College Healthcare NHS Trust, London NW1 5QH, UK; [email protected] 4 Neuroscience Institute, Consiglio Nazionale delle Ricerche, Istituto di Neuroscienze, 56124 Pisa, Italy * Correspondence: [email protected]; Tel.: +39-063-015-4928 These authors contributed equally to this work. y Received: 5 August 2020; Accepted: 3 September 2020; Published: 8 September 2020 Abstract: The ability of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-20s) to cause multi-organ ischemia and coronavirus-induced posterior segment eye diseases in mammals gave concern about potential sight-threatening ischemia in post coronavirus disease 2019 patients. The radial peripapillary capillary plexus (RPCP) is a sensitive target due to the important role in the vascular supply of the peripapillary retinal nerve fiber layer (RNFL). -
Olivia Steinberg ICO Primary Care/Ocular Disease Resident American Academy of Optometry Residents Day Submission
Olivia Steinberg ICO Primary Care/Ocular Disease Resident American Academy of Optometry Residents Day Submission The use of oral doxycycline and vitamin C in the management of acute corneal hydrops: a case comparison Abstract- We compare two patients presenting to clinic with an uncommon complication of keratoconus, acute corneal hydrops. Management of the patients differs. One heals quickly, while the other has a delayed course to resolution. I. Case A a. Demographics: 40 yo AAM b. Case History i. CC: red eye, tearing, decreased VA x 1 day OS ii. POHx: (+) keratoconus OU iii. PMHx: depression, anxiety, asthma iv. Meds: Albuterol, Ziprasidone v. Scleral CL wearer for approximately 6 months OU vi. Denies any pain OS, denies previous occurrence OU, no complaints OD c. Pertinent Findings i. VA cc (CL’s)- 20/25 OD, 20/200 PH 20/60+2 OS ii. Slit Lamp 1. Inferior corneal thinning and Fleisher ring OD, central scarring OD, 2+ diffuse microcystic edema OS, Descemet’s break OS (photos and anterior segment OCT) 2. 2+ diffuse injection OS 3. D&Q A/C OU iii. Intraocular Pressures: deferred OD due to CL, 9mmHg OS (tonopen) iv. Fundus Exam- unremarkable OU II. Case B a. Demographics: 39 yo AAM b. Case History i. CC: painful, red eye, tearing, decreased VA x 1 day OS ii. POHx: unremarkable iii. PMHx: hypertension iv. Meds: unknown HTN medication v. Wears Soflens toric CL’s OU; reports previous doctor had difficulty achieving proper fit OU; denies diagnosis of keratoconus OU vi. Denies any injury OS, denies previous occurrence OU, no complaints OD c. -
Frequency of Common Factors Leading to Leukocoria in Pediatric Age Group at Tertiary Care Eye Hospital: an Observational Study
Biostatistics and Biometrics Open Access Journal ISSN: 2573-2633 Research Article Biostat Biometrics Open Acc J Faisal’s Issue - January 2018 Copyright © All rights are reserved by Muhammad Faisal Fahim DOI: 10.19080/BBOAJ.2018.04.555636 Frequency of Common Factors Leading to Leukocoria in Pediatric Age Group at Tertiary Care Eye Hospital: An Observational Study Rizwana Dargahi1, Abdul Haleem1, Darikta Dargahi S1 and Muhammad Faisal Fahim2* 1Department of Ophthalmology, Shaheed Mohtarma Benazir Bhutto Medical University, Pakistan 2Department of Research & Development, Al-Ibrahim Eye Hospital, Pakistan Submission: November 27, 2017; Published: January 19, 2018 *Corresponding author: Muhammad Faisal Fahim, M.Sc. (Statistics), Statistician, Department of Research & Development, Al-Ibrahim Eye Hospital, Isra postgraduate Institute of Ophthalmology, Karachi, Pakistan, Tel: ; Email: Abstract Objective: To know the frequency of common factors leading to leukocoria in pediatric age group at a tertiary care eye hospital. Materials & methods: This was across sectional observational study carried out at Pediatric department, Al-Ibrahim eye hospital Karachi from February to July 2016. All patients younger than 10 years who presented with leukocoria were included. The excluding criteria were previous history of trauma and ocular surgery. Systemic as well as ocular examination and relevant investigations was done to know cause of was used to analyzed data. leukocoria. B. Scan was done in all the cases. If needed X-ray chest, CT scan & MRI orbit was done for confirming diagnosis. SPSS version 20.0 Results: In our country congenital cataract is the most common cause of leukocoria which comprises about 77.3% (133/172) which is treatable. 2nd common cause was persistent fetal vasculature comprises 8.1% (14/172). -
Glaucoma in the Hallermann-Streiff Syndrome
Brit. j. Ophthal. (1970) 54, 4I6 Br J Ophthalmol: first published as 10.1136/bjo.54.6.416 on 1 June 1970. Downloaded from Glaucoma in the Hallermann-Streiff syndrome D. J. HOPKINS AND E. C. HORAN Department of Ophthalmology, University ofLeeds The Hallermann-Streiff syndrome is a complex association of developmental anomalies principally involving structures of ectodermal origin. The constant expressions of the syndrome are dyscephaly with mandibulo-facial malformation, bilateral congenital cataracts, and dental anomalies, while hypotrichosis, cutaneous atrophy, microphthalmos, and proportionate dwarfism are frequently present (Table I) (Ponte, I962). Numerous inconstant ocular features have been described, including anti-mongoloid palpebral fissures, blue sclerae, keratoglobus, malformation of the drainage angles, peripheral anterior synechiae, iris atrophy, persistent pupillary membrane, posterior synechiae, membranous cataract, amorphous retrolenticular membrane, vitreous opacities, pale optic discs, colobomata at the optic nerve entrance, retinal folds, various atrophic chorio- retinal changes and glaucoma (Table II) (Ludwig and Korting, I950; Fransois, I958; Falls and Schull, I 960; Wolter and Jones, I 965; Ide and Webb, I 969). copyright. Table I Mainfeatures of the Hallermann-Streiff syndrome. A. Constant B. Frequently present i. Dyscephaly with mandibulo-facial malformation 4. Hypotrichosis 2. Bilateral congenital cataracts 5. Cutaneous atrophy 3. Dental anomalies 6. Microphthalmos http://bjo.bmj.com/ 7. Proportionate dwarfism Table II Inconstant ocularfeatures of the Hallermann-Streiff syndrome. I. Anti-mongoloid 5. Peripheral anterior 9. Membranous cataract 13. Colobomata at optic palebral fissures synechiae nerve entrance on September 29, 2021 by guest. Protected 2. Blue sclerae 6. Iris atrophy jo. Amorphous retrolen- ,.,,, 2a. Blue sclerae 6. Iris atrophy ticular membrane 14. -
Strabismus, Amblyopia & Leukocoria
Strabismus, Amblyopia & Leukocoria [ Color index: Important | Notes: F1, F2 | Extra ] EDITING FILE Objectives: ➢ Not given. Done by: Jwaher Alharbi, Farrah Mendoza. Revised by: Rawan Aldhuwayhi Resources: Slides + Notes + 434 team. NOTE: F1& F2 doctors are different, the doctor who gave F2 said she is in the exam committee so focus on her notes Amblyopia ● Definition Decrease in visual acuity of one eye without the presence of an organic cause that explains that decrease in visual acuity. He never complaints of anything and his family never noticed any abnormalities ● Incidence The most common cause of visual loss under 20 years of life (2-4% of the general population) ● How? Cortical ignorance of one eye. This will end up having a lazy eye ● binocular vision It is achieved by the use of the two eyes together so that separate and slightly dissimilar images arising in each eye are appreciated as a single image by the process of fusion. It’s importance 1. Stereopsis 2. Larger field If there is no coordination between the two eyes the person will have double vision and confusion so as a compensatory mechanism for double vision the brain will cause suppression. The visual pathway is a plastic system that continues to develop during childhood until around 6-9 years of age. During this time, the wiring between the retina and visual cortex is still developing. Any visual problem during this critical period, such as a refractive error or strabismus can mess up this developmental wiring, resulting in permanent visual loss that can't be fixed by any corrective means when they are older Why fusion may fail ? 1. -
Smoking and Eye Disease
Smoking and Eye Disease Here are some eye problems that are made worse Smoking and eye disease by smoking: Smoking tobacco (cigarettes, cigars or pipes) can cause lung disease, heart disease, cancer, and Dry eye. This is when your eyes do not have many other serious health problems. But did you enough—or the right kind of—tears. Smoking know that smoking can also harm your eyes? with dry eye will make your eyes more likely to feel scratchy, sting, burn or be red. Eye Words to Know Cataracts. If you smoke you are at increased risk for getting cataracts. A cataract is clouding of Retina: Layer of nerve cells lining the back your eye’s naturally clear lens. It causes blurry wall inside the eye. This layer senses light and vision and makes colors look dull, faded or sends signals to the brain so you can see. yellowish. Cataracts are removed in surgery. Macula: Small but important area in the center of the retina. You need the macula to Age-related macular degeneration (AMD). This clearly see details of objects in front of you. disease happens when a part of the retina called the macula is damaged. You lose your central Lens: Clear part of the eye behind the colored vision and cannot see fine details. But your iris. It helps to focus light on the retina (back peripheral (side) vision stays normal. Sometimes of the eye) so you can see. medicine or surgery can help certain people with Optic nerve: A nerve at the back of your AMD from getting worse. -
CAUSES, COMPLICATIONS &TREATMENT of A“RED EYE”
CAUSES, COMPLICATIONS & TREATMENT of a “RED EYE” 8 Most cases of “red eye” seen in general practice are likely to be conjunctivitis or a superficial corneal injury, however, red eye can also indicate a serious eye condition such as acute angle glaucoma, iritis, keratitis or scleritis. Features such as significant pain, photophobia, reduced visual acuity and a unilateral presentation are “red flags” that a sight-threatening condition may be present. In the absence of specialised eye examination equipment, such as a slit lamp, General Practitioners must rely on identifying these key features to know which patients require referral to an Ophthalmologist for further assessment. Is it conjunctivitis or is it something more Iritis is also known as anterior uveitis; posterior uveitis is serious? inflammation of the choroid (choroiditis). Complications include glaucoma, cataract and macular oedema. The most likely cause of a red eye in patients who present to 4. Scleritis is inflammation of the sclera. This is a very rare general practice is conjunctivitis. However, red eye can also be presentation, usually associated with autoimmune a feature of a more serious eye condition, in which a delay in disease, e.g. rheumatoid arthritis. treatment due to a missed diagnosis can result in permanent 5. Penetrating eye injury or embedded foreign body; red visual loss. In addition, the inappropriate use of antibacterial eye is not always a feature topical eye preparations contributes to antimicrobial 6. Acid or alkali burn to the eye resistance. The patient history will usually identify a penetrating eye injury Most general practice clinics will not have access to specialised or chemical burn to the eye, but further assessment may be equipment for eye examination, e.g. -
The Red Eye Differential Diagnosis Differential Diagnosis of “Red Eye”
The Red Eye Differential Diagnosis Differential Diagnosis of “red eye” Conjunctiva Pupil Cornea Anterior IOP chamber Subconjunctival Bright red Normal Normal Normal Normal Haemorrhage Conjunctivitis Injected Normal Normal Normal Normal vessels, fornices. Discharge Iritis Injected Small, Normal, Turgid, Normal around cornea fixed, KPs deep irregular Acute glaucoma Entire eye red Fixed, Hazy Shallow High dilated, oval Conjunctivitis Papillae Follicles Purulent discharge Redness Chemosis Subconjunctival Haemorrhage • Diffuse or localised area of blood under conjunctiva. Asymptomatic • Idiopathic, trauma, cough, sneezing, aspirin, HT • Resolves within 10-14 days Dry Eye Syndrome • Poor quality – Meibomian gland disease,Acne rosacea – Lid related – Vitamin A deficiency • Poor quantity –KCS • Sjogren Syndrome • Rheumatoid Arthritis – Lacrimal disease ie, Sarcoidosis – Paralytic ie, VII CN palsy Corneal Abrasion • Surface epithelium sloughed off. • Stains with fluorescein • Usually due to trauma • Pain, FB sensation, tearing, red eye Corneal Ulcer • Infection – Bacterial: Adnexal infection, lid malposition, dry eye, CL – Viral: HSV, HZO – Fungal: –Protozoan:Acanthamoeba in CL wearer • Mechanical or trauma • Chemical: Alkali injuries are worse than acid Episcleritis • Superficial • Idiopathic, collagen vascular disorder (RA) • Asymptomatic, mild pain • Self-limiting or topical treatment Scleritis •Deep • Idiopathic • Collagen vascular disease (RA,AS, SLE, Wegener, PAN) • Zoster • Sarcoidosis • Dull, deep pain wakes patient at night • Systemic -
Canine Red Eye Elizabeth Barfield Laminack, DVM; Kathern Myrna, DVM, MS; and Phillip Anthony Moore, DVM, Diplomate ACVO
PEER REVIEWED Clinical Approach to the CANINE RED EYE Elizabeth Barfield Laminack, DVM; Kathern Myrna, DVM, MS; and Phillip Anthony Moore, DVM, Diplomate ACVO he acute red eye is a common clinical challenge for tion of the deep episcleral vessels, and is characterized general practitioners. Redness is the hallmark of by straight and immobile episcleral vessels, which run Tocular inflammation; it is a nonspecific sign related 90° to the limbus. Episcleral injection is an external to a number of underlying diseases and degree of redness sign of intraocular disease, such as anterior uveitis and may not reflect the severity of the ocular problem. glaucoma (Figures 3 and 4). Occasionally, episcleral Proper evaluation of the red eye depends on effective injection may occur in diseases of the sclera, such as and efficient diagnosis of the underlying ocular disease in episcleritis or scleritis.1 order to save the eye’s vision and the eye itself.1,2 • Corneal Neovascularization » Superficial: Long, branching corneal vessels; may be SOURCE OF REDNESS seen with superficial ulcerative (Figure 5) or nonul- The conjunctiva has small, fine, tortuous and movable vessels cerative keratitis (Figure 6) that help distinguish conjunctival inflammation from deeper » Focal deep: Straight, nonbranching corneal vessels; inflammation (see Ocular Redness algorithm, page 16). indicates a deep corneal keratitis • Conjunctival hyperemia presents with redness and » 360° deep: Corneal vessels in a 360° pattern around congestion of the conjunctival blood vessels, making the limbus; should arouse concern that glaucoma or them appear more prominent, and is associated with uveitis (Figure 4) is present1,2 extraocular disease, such as conjunctivitis (Figure 1).