Browsing by Subject "Convolutional neural networks"

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data

Reza, S. M. Mushfiq; Hasnath, Abu Bakar; Roy, Ankita; Rahman, Amreen; Faruk, Abdullah Bin (Brac University, 2024-06)

There is a pressing need to revise the current diagnostic framework for renal abnor mality due to the projected increase in its global prevalence as about 10% of people worldwide are suffering from renal diseases. ...

Bangla license plate recognition using convolutional neural networks (CNN)

Rahman, M M Shaifur (BRAC University, 12/24/2017)

In the last few years, the deep learning technique in particular Convolutional Neural Networks (CNNs) are using massively in the field of computer vision and machine learning. This deep learning technique provides ...

An efficient deep learning approach to detect skin Cancer

Islam, Ashfaqul; Khan, Daiyan; Chowdhury, Rakeen Ashraf (Brac University, 2021-09)

Each year, millions of people around the world are affected by cancer. Research shows that the early and accurate diagnosis of cancerous growths can have a major effect on improving mortality rates from cancer. As human ...

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance

Hossain, Shah Md. Shakhawath; Alam, F M Tahoshin; Faiyaz, Hazra Mohammed Ahnaf (Brac University, 2024-05)

The early and accurate diagnosis of brain tumors is a critical challenge in medi cal imaging, significantly impacting treatment outcomes and patient survival rates. Despite the advancements in imaging technologies, the ...