Role of artificial intelligence in COVID-19 detection

A Gudigar, U Raghavendra, S Nayak, CP Ooi… - Sensors, 2021 - mdpi.com
The global pandemic of coronavirus disease (COVID-19) has caused millions of deaths and
affected the livelihood of many more people. Early and rapid detection of COVID-19 is a …

Metaheuristics based COVID-19 detection using medical images: A review

M Riaz, M Bashir, I Younas - Computers in Biology and Medicine, 2022 - Elsevier
Many countries in the world have been facing the rapid spread of COVID-19 since February
2020. There is a dire need for efficient and cheap automated diagnosis systems that can …

An improved breast cancer disease prediction system using ML and PCA

S Laghmati, S Hamida, K Hicham, B Cherradi… - Multimedia Tools and …, 2024 - Springer
Computer-aided diagnosis (CAD) systems based on machine learning (ML) techniques
have altered the field of medical research. The deployement of such models to classify …

Quantitative and qualitative analysis of 18 deep convolutional neural network (CNN) models with transfer learning to diagnose COVID-19 on chest X-ray (CXR) …

LS Chow, GS Tang, MI Solihin, NM Gowdh… - SN Computer …, 2023 - Springer
Abstract Coronavirus disease 2019 (COVID-19) is a disease caused by a novel strain of
coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), severely …

Deep learning in public health: Comparative predictive models for COVID-19 case forecasting

MU Tariq, SB Ismail - Plos one, 2024 - journals.plos.org
The COVID-19 pandemic has had a significant impact on both the United Arab Emirates
(UAE) and Malaysia, emphasizing the importance of develo** accurate and reliable …

[HTML][HTML] Deep-feature-based approach to marine debris classification

I Marin, S Mladenović, S Gotovac, G Zaharija - Applied Sciences, 2021 - mdpi.com
The global community has recognized an increasing amount of pollutants entering oceans
and other water bodies as a severe environmental, economic, and social issue. In addition …

A Novel COVID‐19 Diagnosis Support System Using the Stacking Approach and Transfer Learning Technique on Chest X‐Ray Images

S Hamida, O El Gannour, B Cherradi… - Journal of …, 2021 - Wiley Online Library
COVID‐19 is an infectious disease‐causing flu‐like respiratory problem with various
symptoms such as cough or fever, which in severe cases can cause pneumonia. The aim of …

An efficient and effective deep learning-based model for real-time face mask detection

S Habib, M Alsanea, M Aloraini, HS Al-Rawashdeh… - Sensors, 2022 - mdpi.com
Since December 2019, the COVID-19 pandemic has led to a dramatic loss of human lives
and caused severe economic crises worldwide. COVID-19 virus transmission generally …

Automated diabetic retinopathy screening using deep learning

S Guefrachi, A Echtioui, H Hamam - Multimedia Tools and Applications, 2024 - Springer
The purpose of this research is to propose a new method for identifying diabetic retinopathy
using retinal fundus images. Currently, identifying diabetic retinopathy from computerized …

Contribution to pulmonary diseases diagnostic from X-ray images using innovative deep learning models

A Bennour, NB Aoun, OI Khalaf, F Ghabban, WK Wong… - Heliyon, 2024 - cell.com
Pulmonary disease identification and characterization are among the most intriguing
research topics of recent years since they require an accurate and prompt diagnosis …