Multi-stage classification of retinal OCT using multi-scale ensemble deep architecture
O Akinniyi, MM Rahman, HS Sandhu, A El-Baz… - Bioengineering, 2023 - mdpi.com
Accurate noninvasive diagnosis of retinal disorders is required for appropriate treatment or
precision medicine. This work proposes a multi-stage classification network built on a multi …
precision medicine. This work proposes a multi-stage classification network built on a multi …
Animal Behavior Analysis Methods Using Deep Learning: A Survey
Animal behavior serves as a reliable indicator of the adaptation of organisms to their
environment and their overall well-being. Through rigorous observation of animal actions …
environment and their overall well-being. Through rigorous observation of animal actions …
Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication
Real-time speech-to-text and text-to-speech technologies have significantly influenced the
accessibility of communication for individuals who are deaf or mute. This research aims to …
accessibility of communication for individuals who are deaf or mute. This research aims to …
[HTML][HTML] Residual Attention Network for distinction between visible optic disc drusen and healthy optic discs
K Nowomiejska, P Powroźnik… - Optics and Lasers in …, 2024 - Elsevier
In this study the authors propose a new solution for distinguish healthy cases and those with
optic disc drusen (ODD) utilizing Residual Attention Network (RAN). This network …
optic disc drusen (ODD) utilizing Residual Attention Network (RAN). This network …
Efficient retinal detachment classification using hybrid machine learning with levy flight-based optimization
E Anitha, J Aravindhar - Expert Systems with Applications, 2024 - Elsevier
Decreased vision acuity and blindness due to retinal detachment (RD) are significant
concerns, emphasizing the importance of early diagnosis and identification. However …
concerns, emphasizing the importance of early diagnosis and identification. However …
A new intelligent system based deep learning to detect DME and AMD in OCT images
Abstract Optical Coherence Tomography (OCT) is widely recognized as the leading modality
for assessing ocular retinal diseases, playing a crucial role in diagnosing retinopathy while …
for assessing ocular retinal diseases, playing a crucial role in diagnosing retinopathy while …
An efficient disease prediction framework based on optimized machine learning models for a smart healthcare application
N Jiao - Multimedia Tools and Applications, 2024 - Springer
Abstract In recent times, Artificial Intelligence (AI) and Internet of Things (IoT) approaches
are becoming the key driver for many healthcare applications. Healthcare applications are …
are becoming the key driver for many healthcare applications. Healthcare applications are …
Retinal Disease Classification Using Custom CNN Model From OCT Images
S Baba, P Kumari, P Saxena - Procedia Computer Science, 2024 - Elsevier
Retinal diseases affect the eye's retina and are the leading cause of vision loss. Timely
detection and diagnosis can provide more treatment options and preserve vision. Retinal …
detection and diagnosis can provide more treatment options and preserve vision. Retinal …
Estimating the Joint Angles of an Articulated Microrobotic Instrument Using Optical Coherence Tomography
E Fredin, N Pol, A Zaliznyi, E Diller… - … Symposium on Medical …, 2024 - ieeexplore.ieee.org
Pose estimation of surgical tools is necessary for controlling and manipulating the tool in
confined surgical regions for minimally invasive surgeries. Several studies have explored …
confined surgical regions for minimally invasive surgeries. Several studies have explored …
URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging
M Molina-Moreno, I González-Díaz… - Journal of Imaging …, 2024 - Springer
Ultrasound is a widespread imaging modality, with special application in medical fields such
as nephrology. However, automated approaches for ultrasound renal interpretation still pose …
as nephrology. However, automated approaches for ultrasound renal interpretation still pose …