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Related papers: SmartKC: Smartphone-based Corneal Topographer for …

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Keratoconus is a severe eye disease that leads to deformation of the cornea. It impacts people aged 10-25 years and is the leading cause of blindness in that demography. Corneal topography is the gold standard for keratoconus diagnosis. It…

Image and Video Processing · Electrical Eng. & Systems 2022-05-11 Siddhartha Gairola , Pallavi Joshi , Anand Balasubramaniam , Kaushik Murali , Nipun Kwatra , Mohit Jain

Keratoconus (KC) is a corneal disorder that results in blurry and distorted vision. Traditional diagnostic tools, while effective, are often bulky, costly, and require professional operation. In this paper, we present a portable and…

Image and Video Processing · Electrical Eng. & Systems 2025-05-21 Yifan Li , Peter Ho , Jo Woon Chong

One of the most serious corneal disorders, keratoconus is difficult to diagnose in its early stages and can result in blindness. This illness, which often appears in the second decade of life, affects people of all sexes and races.…

Image and Video Processing · Electrical Eng. & Systems 2023-11-06 AKM Enzam-Ul Haque , Golam Rabbany , Md. Siam

The transparent cornea is the window of the eye, facilitating the entry of light rays and controlling focusing the movement of the light within the eye. The cornea is critical, contributing to 75% of the refractive power of the eye.…

Machine Learning · Statistics 2020-02-03 Nicole Hallett , Kai Yi , Josef Dick , Christopher Hodge , Gerard Sutton , Yu Guang Wang , Jingjing You

Keratoconus is a pathology of the cornea associated with a tissue thinning and a weakening of its mechanical properties. However, it remains elusive which aspect is the leading cause of the disease. To investigate this question, we combined…

Medical Physics · Physics 2021-11-25 Chloé Giraudet , Jérome Diaz , Patrick Le Tallec , Jean-Marc Allain

Glaucoma remains among the leading causes of blindness despite many treatment options available today. Effective treatment requires early diagnosis, which is difficult to achieve with existing imaging technologies that detect the already…

Diabetic Retinopathy (DR) is a major cause of vision impairment worldwide. However, manual diagnosis is often time-consuming and prone to errors, leading to delays in screening. This paper presents a lightweight automated deep learning…

Computer Vision and Pattern Recognition · Computer Science 2026-02-26 Aadi Joshi , Manav S. Sharma , Vijay Uttam Rathod , Ashlesha Sawant , Prajakta Musale , Asmita B. Kalamkar

This study compares eight pre-trained CNNs for diagnosing keratoconus, a degenerative eye disease. A carefully selected dataset of keratoconus, normal, and suspicious cases was used. The models tested include DenseNet121, EfficientNetB0,…

Computer Vision and Pattern Recognition · Computer Science 2024-08-20 Nayeem Ahmed , Md Maruf Rahman , Md Fatin Ishrak , Md Imran Kabir Joy , Md Sanowar Hossain Sabuj , Md. Sadekur Rahman

According to multiple authoritative authorities, including the World Health Organization, vision-related impairments and disorders are becoming a significant issue. According to a recent report, one of the leading causes of irreversible…

Computer Vision and Pattern Recognition · Computer Science 2022-10-31 Dishant Padalia , Abhishek Mazumdar , Bharati Singh

Glaucoma is a leading cause of irreversible vision impairment globally and cases are continuously rising worldwide. Early detection is crucial, allowing timely intervention which can prevent further visual field loss. To detect glaucoma,…

Purpose: Recently the authors presented a technique that allows corneal thickness measurements along any meridian from optical sections obtained using a rotary scanning system. This paper presents 3-D mapping of the corneal thickness and…

General Physics · Physics 2007-05-23 S. Franco , J. B. Almeida , M. Parafita

Among the different types of skin cancer, melanoma is considered to be the deadliest and is difficult to treat at advanced stages. Detection of melanoma at earlier stages can lead to reduced mortality rates. Desktop-based computer-aided…

Image and Video Processing · Electrical Eng. & Systems 2022-05-26 Upender Kalwa , Christopher Legner , Taejoon Kong , Santosh Pandey

PURPOSE: To develop an automated algorithm allowing extraction of quantitative corneal transparency parameters from clinical spectral-domain OCT images. To establish a representative dataset of normative transparency values from healthy…

Numerous visual impairments can be detected in red-eye reflex images from young children. The so-called Bruckner test is traditionally performed by ophthalmologists in clinical settings. Thanks to the recent technological advances in…

Computer Vision and Pattern Recognition · Computer Science 2025-09-15 Judith Massmann , Alexander Lichtenstein , Francisco M. López

CHRONIOUS is an Open, Ubiquitous and Adaptive Chronic Disease Management Platform for Chronic Obstructive Pulmonary Disease(COPD) Chronic Kidney Disease (CKD) and Renal Insufficiency. It consists of several modules: an ontology based…

Artificial Intelligence · Computer Science 2011-03-17 Piero Giacomelli , Giulia Munaro , Roberto Rosso

Sickle cell disease (SCD) is a major public health priority throughout much of the world, affecting millions of people. In many regions, particularly those in resource-limited settings, SCD is not consistently diagnosed. In Africa, where…

Early ophthalmic screening in low-resource and remote settings is constrained by access to specialized equipment and trained practitioners. We present SKINOPATHY AI, a smartphone-first web application that delivers five complementary,…

Computer Vision and Pattern Recognition · Computer Science 2026-03-03 S. Kalaycioglu , C. Hong , M. Zhu , H. Xie

Early diagnosis of diabetic retinopathy for treatment of the disease has been failing to reach diabetic people living in rural areas. Shortage of trained ophthalmologists, limited availability of healthcare centers, and expensiveness of…

Image and Video Processing · Electrical Eng. & Systems 2020-04-08 Misgina Tsighe Hagos , Shri Kant , Surayya Ado Bala

Melanoma spreads through metastasis, and therefore it has been proven to be very fatal. Statistical evidence has revealed that the majority of deaths resulting from skin cancer are as a result of melanoma. Further investigations have shown…

Computer Vision and Pattern Recognition · Computer Science 2015-01-07 Omar Abuzaghleh , Miad Faezipour , Buket D. Barkana

Strabismus is one of the most influential ophthalmologic diseases in human's life. Timely detection of strabismus contributes to its prognosis and treatment. Telemedicine, which has great potential to alleviate the growing demand of the…

Computer Vision and Pattern Recognition · Computer Science 2018-12-04 Jiewei Lu , Zhun Fan , Ce Zheng , Jingan Feng , Longtao Huang , Wenji Li , Erik D. Goodman
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