Benchmarking deep learning frameworks for automated diagnosis of OCULAR TOXOPLASMOSIS: A comprehensive approach to classification and segmentation

SS Alam, SB Shuvo, SN Ali, F Ahmed, A Chakma… - IEEE …, 2024 - ieeexplore.ieee.org
Diagnosis of Ocular toxoplasmosis (OT) usually involves clinical examination and imaging,
which can be expensive and require specialized personnel. The use of artificial intelligence …

A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images

R Parra, V Ojeda, JL Vázquez Noguera… - Diagnostics, 2021 - mdpi.com
In the automatic diagnosis of ocular toxoplasmosis (OT), Deep Learning (DL) has arisen as
a powerful and promising approach for diagnosis. However, despite the good performance …

Multiclass classification of ocular toxoplasmosis from fundus images with residual neural networks

JLV Noguera, R Parra, V Ojeda… - 2023 18th Iberian …, 2023 - ieeexplore.ieee.org
Ocular toxoplasmosis (OT) is usually diagnosed by a specialist through the analysis of
fundus images of the eye. Deep learning has been used to perform binary classification of …

An Approach to Classify Ocular Toxoplasmosis Images using Deep Learning Models

SR Ferdous, MRA Rifat, MJ Ayan… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Ocular Toxoplasmosis (OT) is a very well-known eye inflammation that is occurred from a
parasite named Toxoplasma gondii (T. gondii) that can lead to several vision problems …

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network

PK Choudhury, AA Anika, SR Ramisa, A Zaman… - 2024 - dspace.bracu.ac.bd
Ocular toxoplasmosis (OT) is often diagnosed by a specialist by the examination of fundus
images of the eye. While deep learning is commonly used to process and identify diseases …