Machine learning-based detection of dengue from blood smear images utilizing platelet and lymphocyte characteristics

H Mayrose, GM Bairy, N Sampathila, S Belurkar… - Diagnostics, 2023 - mdpi.com
Dengue fever, also known as break-bone fever, can be life-threatening. Caused by DENV,
an RNA virus from the Flaviviridae family, dengue is currently a globally important public …

Performance analysis of diabetic retinopathy detection using fuzzy entropy multi-level thresholding

MSA Qaid, SN Basah, H Yazid, MHM Som… - Measurement, 2023 - Elsevier
Diabetic Retinopathy (DR) is one of the major causes of blindness. Many DR detection
systems were developed to segment and determine the type and number of lesions that …

Development of a Computer System for Automatically Generating a Laser Photocoagulation Plan to Improve the Retinal Coagulation Quality in the Treatment of …

N Ilyasova, N Demin, N Andriyanov - Symmetry, 2023 - mdpi.com
In this article, the development of a computer system for high-tech medical uses in
ophthalmology is proposed. An overview of the main methods and algorithms that formed …

Intelligent algorithm for detection of dengue using mobilenetv2‐based deep features with lymphocyte nucleus

H Mayrose, N Sampathila, GM Bairy, S Belurkar… - Expert …, 2023 - Wiley Online Library
Dengue is a vector‐borne disease that is highly endemic in countries located in tropical
regions. It can cause severe complications and can even lead to death in the case of …

Grading of Diabetic Retinopathy Images Based on Graph Neural Network

M Feng, J Wang, K Wen, J Sun - IEEE Access, 2023 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) has become one of the main reasons for the rise in the number of
limited vision people worldwide, while high-definition color fundus images have brought …

[PDF][PDF] A hybrid approach for diagnosing diabetic retinopathy from fundus image exploiting deep features

MAI Mahmood, N Aktar, MF Kader - Heliyon, 2023 - cell.com
One of the major causes of blindness in human beings is the diabetic retinopathy (DR). To
prevent blindness, early detection of DR is therefore necessary. In this paper, a hybrid model …

Automatic grading of non-proliferative diabetic retinopathy

S Suman, AK Tiwari, K Singh - Research on Biomedical Engineering, 2023 - Springer
Abstract Purpose Diabetic Retinopathy (DR) is a progressive retinal disease caused by long-
term diabetes. Non-proliferative Diabetic Retinopathy (NPDR), an early stage of DR …

Application of artificial intelligence in ophthalmology for solving the problem of semantic segmentation of fundus images

NS Demin, NY Ilyasova, RA Paringer… - Computer …, 2023 - ui.adsabs.harvard.edu
The paper presents main aspects of the application of artificial intelligence in ophthalmology
for the diagnosis and treatment of eye diseases, considering the problem of semantic …

[HTML][HTML] Possibilities of MRI Texture Analysis of Brain Images in Differential Diagnosis of Primary Extra-Axial Tumors

NY Ilyasova, NS Demin, EN Surovcev… - Journal of Biomedical …, 2023 - cyberleninka.ru
The possibility of using textural features for the differential diagnosis of primary extra-axial
tumors on the basis of two-dimensional digital magnetic resonance (MR) images is being …

[HTML][HTML] Применение искусственного интеллекта в офтальмологии на примере решения задачи семантической сегментации изображения глазного дна

НС Демин, НЮ Ильясова, РА Парингер… - Компьютерная …, 2023 - cyberleninka.ru
В данной работе представлены основные аспекты применения искусственного
интеллекта в офтальмологии для диагностики и лечения глазных заболеваний на …