Diabetic retinopathy classification with deep learning via fundus images: A short survey

S Zhu, C **ong, Q Zhong, Y Yao - IEEE Access, 2024 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a microvascular disease that is associated with diabetes
mellitus. DR can cause irreversible vision loss and low vision. DR classification, that is, early …

Diabetic retinopathy detection using deep learning multistage training method

S Guefrachi, A Echtioui, H Hamam - Arabian Journal for Science and …, 2024 - Springer
Diabetic retinopathy (DR) stands as the most prevalent diabetic eye ailment and constitutes
one of the primary causes of blindness worldwide. Detecting and classifying retinal images …

Enhanced PRIM recognition using PRI sound and deep learning techniques

SM Hasani Azhdari, A Mahmoodzadeh, M Khishe… - Plos one, 2024 - journals.plos.org
Pulse repetition interval modulation (PRIM) is integral to radar identification in modern
electronic support measure (ESM) and electronic intelligence (ELINT) systems. Various …

Application of Artificial Intelligence in the Diagnosis, Follow-Up and Prediction of Treatment of Ophthalmic Diseases

J Yu, F Li, M Liu, M Zhang, X Liu - Seminars in Ophthalmology, 2024 - Taylor & Francis
Purpose To describe the application of artificial intelligence (AI) in ophthalmic diseases and
its possible future directions. Methods A retrospective review of the literature from PubMed …

Comprehensive Survey of the State-of-the-Art Deep Learning Models for Diabetic Retinopathy Detection and Grading Using Retinal Fundus Photography

NA Sadek, ZT Al-Dahan, SA Rattan - Al-Nahrain Journal for Engineering …, 2024 - nahje.com
In order to avoid losing sense of sight in a large portion of the working population, Diabetic
Retinopathy (DR) identification during broad examination for diabetes is crucial. To prevent …

Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients

DI Morís, J de Moura, S Aslani, J Jacob… - Digital …, 2024 - journals.sagepub.com
Background The COVID-19 can cause long-term symptoms in the patients after they
overcome the disease. Given that this disease mainly damages the respiratory system, these …

Early Detection and Classification of Diabetic Retinopathy: A Deep Learning Approach.

M Youldash, A Rahman, M Alsayed, A Sebiany… - AI, 2024 - search.ebscohost.com
Background—Diabetes is a rapidly spreading chronic disease that poses a significant risk to
individual health as the population grows. This increase is largely attributed to busy …

A Novel Classification Approach for Retinal Disease Using Improved Gannet Optimization‐Based Capsule DenseNet

S Venkatesan, M Kempanna, J Nagaraja… - … Journal of Imaging …, 2024 - Wiley Online Library
An unusual condition of the eye called diabetic retinopathy affects the human retina and is
brought on by the blood's constant rise in insulin levels. Loss of vision is the result. Diabetic …

Advanced Diabetic Retinopathy Classification: Integrating Pathological Indicators Segmentation and Morphological Feature Analysis

SK Musluh, AM Okran, S Abdulwahab, D Puig… - … on Ophthalmic Medical …, 2024 - Springer
Diabetic retinopathy (DR) is a common and serious complication of diabetes mellitus, often
leading to blindness. Identifying DR stages accurately is essential for timely and effective …