Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Learning Neural Networks

H Azam, H Tariq, D Shehzad, S Akbar, H Shah… - Brain Sciences, 2023 - mdpi.com
This research comprises experiments with a deep learning framework for fully automating
the skull stripping from brain magnetic resonance (MR) images. Conventional techniques for …

A Lightweight CNN and Class Weight Balancing on Chest X-ray Images for COVID-19 Detection

N Alduaiji, A Algarni, S Abdalaha Hamza… - Electronics, 2022 - mdpi.com
In many locations, reverse transcription polymerase chain reaction (RT-PCR) tests are used
to identify COVID-19. It could take more than 48 h. It is a key factor in its seriousness and …

[PDF][PDF] Contemporary Study for Detection of COVID-19 Using Machine Learning with Explainable AI.

S Akbar, H Azam, SS Almutairi… - … Materials & Continua, 2024 - cdn.techscience.cn
The prompt spread of COVID-19 has emphasized the necessity for effective and precise
diagnostic tools. In this article, a hybrid approach in terms of datasets as well as the …

[PDF][PDF] Fast Hybrid Deep Neural Network for Diagnosis of COVID-19 using Chest X-Ray Images

HA Ali, NS Zghal, W Hariri, DB Aissa - International Journal of …, 2023 - researchgate.net
In the last three years, the coronavirus (COVID-19) pandemic put healthcare systems
worldwide under tremendous pressure. Imaging techniques, such as Chest X-Ray (CXR) …

Machine Learning and Deep Learning in Chest X-Rays Images for COVID-19 Diagnosis: A Review

HA Ali, W Hariri, NS Zghal… - 2023 20th International …, 2023 - ieeexplore.ieee.org
There is an ongoing worldwide spread of the coronavirus disease 2019 (COVID-19)
pandemic. Medical imaging like Chest X-rays (CXR) is essential in the fight against COVID …