[HTML][HTML] Improving Brain Tumor Classification: An Approach Integrating Pre-Trained CNN Models and Machine Learning Algorithms

MR Shoaib, J Zhao, HM Emara, AFS Mubarak… - Heliyon, 2024 - cell.com
Accurate detection of brain tumors is crucial for enhancing patient outcomes, yet the
interpretation of Magnetic Resonance Imaging (MRI) scans poses significant challenges …

Segmentation and Classification of Diabetic Retinopathy using Ensemble Deep Neural Network

A Mishra, M Pandey, L Singh - Procedia Computer Science, 2024 - Elsevier
Diabetic Retinopathy (DR) is an eye ailment in diabetics, often causing vision loss. Timely
retinal screenings can help prevent blindness. While DR cannot be cured, early detection …

Efficient Categorization of Pneumonia Diagnosis Using Low-Power Embedded Devices

T Sanida, MV Sanida, A Sideris… - 2023 8th South-East …, 2023 - ieeexplore.ieee.org
The lungs are integral to facilitating the respiratory processes crucial for human survival.
However, lung infections can pose severe threats to human health. In medical diagnostics …