A Deep Convolutional Neural Network for Pneumonia Detection in X-ray Images with Attention Ensemble
In the domain of AI-driven healthcare, deep learning models have markedly advanced pneumonia diagnosis through X-ray image analysis, thus indicating a significant stride in the efficacy of medical decision systems. This paper presents a novel approach utilizing a deep convolutional neural network th...
Main Authors: | Qiuyu An, Wei Chen, Wei Shao |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2024-02-01
|
Series: | Diagnostics |
Subjects: | |
Online Access: | https://www.mdpi.com/2075-4418/14/4/390 |
Similar Items
-
A Convolutional Neural Network ensemble model for Pneumonia Detection using chest X-ray images
by: Harsh Bhatt, et al.
Published: (2023-11-01) -
Pneumonia Classification from X-ray Images with Inception-V3 and Convolutional Neural Network
by: Muhammad Mujahid, et al.
Published: (2022-05-01) -
Attention-Based Transfer Learning for Efficient Pneumonia Detection in Chest X-ray Images
by: So-Mi Cha, et al.
Published: (2021-01-01) -
Pneumonia Detection from Chest X-ray Images Based on Convolutional Neural Network
by: Dejun Zhang, et al.
Published: (2021-06-01) -
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray
by: Tawsifur Rahman, et al.
Published: (2020-05-01)