A review of deep learning algorithms and their applications in healthcare
H Abdel-Jaber, D Devassy, A Al Salam, L Hidaytallah… - Algorithms, 2022 - mdpi.com
Deep learning uses artificial neural networks to recognize patterns and learn from them to
make decisions. Deep learning is a type of machine learning that uses artificial neural …
make decisions. Deep learning is a type of machine learning that uses artificial neural …
Role of artificial intelligence in COVID-19 detection
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 …
affected the livelihood of many more people. Early and rapid detection of COVID-19 is a …
Initial stage COVID-19 detection system based on patients' symptoms and chest X-ray images
The accurate diagnosis of the initial stage COVID-19 is necessary for minimizing its
spreading rate. The physicians most often recommend RT-PCR tests; this is invasive, time …
spreading rate. The physicians most often recommend RT-PCR tests; this is invasive, time …
Augmenting sensor performance with machine learning towards smart wearable sensing electronic systems
Wearable sensing electronic systems (WSES) are becoming a fundamental platform to
construct smart and intelligent networks for broad applications. Various physiological data …
construct smart and intelligent networks for broad applications. Various physiological data …
Empirical study on classifiers for earlier prediction of COVID-19 infection cure and death rate in the Indian states
Machine Learning methods can play a key role in predicting the spread of respiratory
infection with the help of predictive analytics. Machine Learning techniques help mine data …
infection with the help of predictive analytics. Machine Learning techniques help mine data …
Accurate detection of COVID-19 using deep features based on X-Ray images and feature selection methods
A Narin - Computers in Biology and Medicine, 2021 - Elsevier
COVID-19 is a severe epidemic affecting the whole world. This epidemic, which has a high
mortality rate, affects the health systems and the economies of countries significantly …
mortality rate, affects the health systems and the economies of countries significantly …
FedCSCD-GAN: A secure and collaborative framework for clinical cancer diagnosis via optimized federated learning and GAN
Digital technologies present unrivaled opportunities to improve healthcare services
worldwide. Medical devices and hospitals are now using innovative techniques to diagnose …
worldwide. Medical devices and hospitals are now using innovative techniques to diagnose …
Novel comparative study for the detection of COVID-19 using CT scan and chest X-ray images
The number of coronavirus disease (COVID-19) cases is constantly rising as the pandemic
continues, with new variants constantly emerging. Therefore, to prevent the virus from …
continues, with new variants constantly emerging. Therefore, to prevent the virus from …
Scientometric analysis of ICT-assisted intelligent control systems response to COVID-19 pandemic
COVID-19 outbreak has caused a devastating impact on the daily lives of people, public
health, and economic progress of infected countries. It has become a leading cause of …
health, and economic progress of infected countries. It has become a leading cause of …
Ensemble deep learning for the detection of covid-19 in unbalanced chest x-ray dataset
The ongoing COVID-19 pandemic has caused devastating effects on humanity worldwide.
With practical advantages and wide accessibility, chest X-rays (CXRs) play vital roles in the …
With practical advantages and wide accessibility, chest X-rays (CXRs) play vital roles in the …