[HTML][HTML] A systematic review of deep learning data augmentation in medical imaging: Recent advances and future research directions

T Islam, MS Hafiz, JR Jim, MM Kabir, MF Mridha - Healthcare Analytics, 2024 - Elsevier
Data augmentation involves artificially expanding a dataset by applying various
transformations to the existing data. Recent developments in deep learning have advanced …

FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays

A Roy, A Bhattacharjee, D Oliva, O Ramos-Soto… - arXiv preprint arXiv …, 2024 - arxiv.org
Pneumonia is a respiratory infection caused by bacteria, fungi, or viruses. It affects many
people, particularly those in developing or underdeveloped nations with high pollution …

[PDF][PDF] CONSOLIDATION OF SQUEEZE AND EXCITATION WITH VGG16 FOR PNEUMONIA DIAGNOSIS THROUGH CHEST X-RAY IMAGES

K Dabre, SL Varma, PB Patil - romanpub.com
Pneumonia is a life-threatening thoracic disease caused by a bacterial infection in the lungs.
A chest radiography is a common diagnostic test to perceive pneumonia. Generally …

[PDF][PDF] Healthcare Analytics

T Islam, MS Hafiz, JR Jim, MM Kabir, MF Mridha - researchgate.net
Data augmentation involves artificially expanding a dataset by applying various
transformations to the existing data. Recent developments in deep learning have advanced …

[PDF][PDF] DEEP ARCHITECTURE FOR DIAGNOSIS OF PNEUMONIA IN THORACIC IMAGES

KR Dabre, SL Varma - romanpub.com
Bacterial infection in the lungs is the major reason of the fatal thoracic illness pneumonia.
Chest radiography is a common diagnostic procedure to find pneumonia infection in lung …