Identification of novel biomarkers for retinopathy of prematurity in preterm infants by use of innovative technologies and artificial intelligence

S Hoyek, NFS da Cruz, NA Patel, H Al-Khersan… - Progress in Retinal and …, 2023 - Elsevier
Retinopathy of prematurity (ROP) is a leading cause of preventable vision loss in preterm
infants. While appropriate screening is crucial for early identification and treatment of ROP …

[HTML][HTML] Insights into the liver-eyes connections, from epidemiological, mechanical studies to clinical translation

J Wu, C Duan, Y Yang, Z Wang, C Tan, C Han… - Journal of Translational …, 2023 - Springer
Maintenance of internal homeostasis is a sophisticated process, during which almost all
organs get involved. Liver plays a central role in metabolism and involves in endocrine …

[HTML][HTML] Tomato leaf disease classification via compact convolutional neural networks with transfer learning and feature selection

O Attallah - Horticulturae, 2023 - mdpi.com
Tomatoes are one of the world's greatest valuable vegetables and are regarded as the
economic pillar of numerous countries. Nevertheless, these harvests remain susceptible to a …

CerCan· Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning

O Attallah - Expert Systems with Applications, 2023 - Elsevier
Cervical cancer ranks among the most prevalent causes of fatality in women around the
world. Early diagnosis is essential for treating cervical cancer using pap smear slides, but it …

[HTML][HTML] Cervical cancer diagnosis based on multi-domain features using deep learning enhanced by handcrafted descriptors

O Attallah - Applied Sciences, 2023 - mdpi.com
Cervical cancer, among the most frequent adverse cancers in women, could be avoided
through routine checks. The Pap smear check is a widespread screening methodology for …

[HTML][HTML] Multitask deep learning-based pipeline for gas leakage detection via E-nose and thermal imaging multimodal fusion

O Attallah - Chemosensors, 2023 - mdpi.com
Innovative engineering solutions that are efficient, quick, and simple to use are crucial given
the rapid industrialization and technology breakthroughs in Industry 5.0. One of the areas …

[HTML][HTML] Enhancement of diabetic retinopathy prognostication using deep learning, CLAHE, and ESRGAN

G Alwakid, W Gouda, M Humayun - Diagnostics, 2023 - mdpi.com
One of the primary causes of blindness in the diabetic population is diabetic retinopathy
(DR). Many people could have their sight saved if only DR were detected and treated in …

MonDiaL-CAD: Monkeypox diagnosis via selected hybrid CNNs unified with feature selection and ensemble learning

O Attallah - Digital Health, 2023 - journals.sagepub.com
Objective Recently, monkeypox virus is slowly evolving and there are fears it will spread as
COVID-19. Computer-aided diagnosis (CAD) based on deep learning approaches …

Deep learning-enhanced diabetic retinopathy image classification

G Alwakid, W Gouda, M Humayun… - Digital Health, 2023 - journals.sagepub.com
Objective Diabetic retinopathy (DR) can sometimes be treated and prevented from causing
irreversible vision loss if caught and treated properly. In this work, a deep learning (DL) …

[HTML][HTML] RiPa-Net: recognition of rice paddy diseases with duo-layers of CNNs fostered by feature transformation and selection

O Attallah - Biomimetics, 2023 - mdpi.com
Rice paddy diseases significantly reduce the quantity and quality of crops, so it is essential
to recognize them quickly and accurately for prevention and control. Deep learning (DL) …