Machine learning, deep learning, and mathematical models to analyze forecasting and epidemiology of COVID-19: a systematic literature review
COVID-19 is a disease caused by SARS-CoV-2 and has been declared a worldwide
pandemic by the World Health Organization due to its rapid spread. Since the first case was …
pandemic by the World Health Organization due to its rapid spread. Since the first case was …
Fuzzy neural network expert system with an improved Gini index random forest-based feature importance measure algorithm for early diagnosis of breast cancer in …
EA Algehyne, ML Jibril, NA Algehainy… - Big Data and Cognitive …, 2022 - mdpi.com
Breast cancer is one of the common malignancies among females in Saudi Arabia and has
also been ranked as the one most prevalent and the number two killer disease in the …
also been ranked as the one most prevalent and the number two killer disease in the …
CNN-LSTM deep learning based forecasting model for COVID-19 infection cases in Nigeria, South Africa and Botswana
Background COVID-19 pandemic has indeed plunged the global community especially
African countries into an alarming difficult situation culminating into a great deal amounts of …
African countries into an alarming difficult situation culminating into a great deal amounts of …
Performance, Trust, or both? COVID-19 Diagnosis and Prognosis using Deep Ensemble Transfer Learning on X-ray Images✱
The COVID-19 pandemic still affects most parts of the world today. Despite a lot of research
on diagnosis, prognosis, and treatment, a big challenge today is the limited number of expert …
on diagnosis, prognosis, and treatment, a big challenge today is the limited number of expert …
The State of Computer Vision Research in Africa
Despite significant efforts to democratize artificial intelligence (AI), computer vision which is
a sub-field of AI, still lags in Africa. A significant factor to this, is the limited access to …
a sub-field of AI, still lags in Africa. A significant factor to this, is the limited access to …
Deep learning models for classification and localization of COVID-19 abnormalities on chest radiographs
LJ Muhammad, JM Amshi, SS Usman… - … on Computing & …, 2021 - ieeexplore.ieee.org
COVID-19 pandemic is five times more deadly than flu and other disease. It causes serious
morbidity and mortality across the world. Like other pneumonias, pulmonary infection with …
morbidity and mortality across the world. Like other pneumonias, pulmonary infection with …
Spread patterns of COVID-19 in European countries: hybrid deep learning model for prediction and transmission analysis
A Utku, MA Akcayol - Neural Computing and Applications, 2024 - Springer
The COVID-19 pandemic has profoundly impacted healthcare systems and economies
worldwide, leading to the implementation of travel restrictions and social measures. Efforts …
worldwide, leading to the implementation of travel restrictions and social measures. Efforts …
A Survey on African Computer Vision Datasets, Topics and Researchers
Computer vision encompasses a range of tasks such as object detection, semantic
segmentation, and 3D reconstruction. Despite its relevance to African communities, research …
segmentation, and 3D reconstruction. Despite its relevance to African communities, research …
Prognosis of COVID‐19 patients using lab tests: A data mining approach
F Khounraz, M Khodadoost… - Health Science …, 2023 - Wiley Online Library
Background The rapid prevalence of coronavirus disease 2019 (COVID‐19) has caused a
pandemic worldwide and affected the lives of millions. The potential fatality of the disease …
pandemic worldwide and affected the lives of millions. The potential fatality of the disease …
Comparison of Transfer Learning Models for COVID-19 Detection using Chest X-Ray Images
DE Cahyani, LT Oktoviana… - … on Informatics and …, 2022 - ieeexplore.ieee.org
The transmission of cases of the COVID-19 virus (Coronavirus disease) is currently still
racing. Even though the COVID-19 recovery rate has increased, new variants such as …
racing. Even though the COVID-19 recovery rate has increased, new variants such as …