Compressed sensing in parallel MRI: A review
Magnetic resonance imaging (MRI) is a dynamic and safe imaging technique in medical
imaging. Recently, parallel MRI (pMRI) is widely used for accelerating conventional MRI …
imaging. Recently, parallel MRI (pMRI) is widely used for accelerating conventional MRI …
Transfer learning model in deep neural network for covid-19 prediction from ct images
R Islam, Z Islam, MR Uddin… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Deep learning models are often used to process radi-ological images automatically and can
accurately train networks' weights on appropriate datasets. One of the significant benefits of …
accurately train networks' weights on appropriate datasets. One of the significant benefits of …
Transfer Learning in Deep Neural Network Model of ECG Signal Classification
R Islam, M Rahman, SM Ismail… - … Conference on Recent …, 2022 - ieeexplore.ieee.org
An electrocardiogram (ECG) is a simple test that can be used to evaluate a patient's cardiac
rhythm and electrical activity. Cardiologists and medical practitioners now frequently employ …
rhythm and electrical activity. Cardiologists and medical practitioners now frequently employ …
Noise-residue learning convolutional network model for magnetic resonance image enhancement
Abstract Magnetic Resonance Image (MRI) is an important medical image acquisition
technique used to acquire high contrast images of human body anatomical structures and …
technique used to acquire high contrast images of human body anatomical structures and …
Prediction of Pneumonia from 3D CT Images Employing Deep Neural Network based Feature Extraction Method
TK Sima, R Islam - 2023 26th International Conference on …, 2023 - ieeexplore.ieee.org
Pneumonia is an inflammatory lung infection that can cause life-threatening consequences
such as difficulty breathing, fever, and chest pain. Early detection enables timely action …
such as difficulty breathing, fever, and chest pain. Early detection enables timely action …
Deep Neural Network based Algorithm for Stroke Prediction
R Islam, A Hossain, MS Haque - … International Conference on …, 2022 - ieeexplore.ieee.org
A Stroke is a medical condition where the brain's blood supply pathways burst, causing
brain damage. When the brain's flow of blood and other supplies is hampered, adverse …
brain damage. When the brain's flow of blood and other supplies is hampered, adverse …