Cargando…
Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification
Coronavirus disease has rapidly spread globally since early January of 2020. With millions of deaths, it is essential for an automated system to be utilized to aid in the clinical diagnosis and reduce time consumption for image analysis. This article presents a generative adversarial network (GAN)-b...
Autores principales: | Nneji, Grace Ugochi, Cai, Jingye, Monday, Happy Nkanta, Hossin, Md Altab, Nahar, Saifun, Mgbejime, Goodness Temofe, Deng, Jianhua |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947640/ https://www.ncbi.nlm.nih.gov/pubmed/35328271 http://dx.doi.org/10.3390/diagnostics12030717 |
Ejemplares similares
-
COVID-19 Identification from Low-Quality Computed Tomography Using a Modified Enhanced Super-Resolution Generative Adversarial Network Plus and Siamese Capsule Network
por: Nneji, Grace Ugochi, et al.
Publicado: (2022) -
Parallelistic Convolution Neural Network Approach for Brain Tumor Diagnosis
por: Mgbejime, Goodness Temofe, et al.
Publicado: (2022) -
COVID-19 Diagnosis from Chest X-ray Images Using a Robust Multi-Resolution Analysis Siamese Neural Network with Super-Resolution Convolutional Neural Network
por: Monday, Happy Nkanta, et al.
Publicado: (2022) -
Identification of Diabetic Retinopathy Using Weighted Fusion Deep Learning Based on Dual-Channel Fundus Scans
por: Nneji, Grace Ugochi, et al.
Publicado: (2022) -
Lightweight Separable Convolution Network for Breast Cancer Histopathological Identification
por: Nneji, Grace Ugochi, et al.
Publicado: (2023)