Cargando…

Deep Transfer Learning with Enhanced Feature Fusion for Detection of Abnormalities in X-ray Images

SIMPLE SUMMARY: In this paper, we introduce a new technique for enhancing medical image diagnosis through transfer learning (TL). The approach addresses the issue of limited labelled images by pre-training deep learning models on similar medical images and then refining them with a small set of anno...

Descripción completa

Detalles Bibliográficos
Autores principales:	Alammar, Zaenab, Alzubaidi, Laith, Zhang, Jinglan, Li, Yuefeng, Lafta, Waail, Gu, Yuantong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417687/ https://www.ncbi.nlm.nih.gov/pubmed/37568821 http://dx.doi.org/10.3390/cancers15154007

Ejemplares similares

A Deep Feature Fusion of Improved Suspected Keratoconus Detection with Deep Learning
por: Al-Timemy, Ali H., et al.
Publicado: (2023)

Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
por: Huang, Guan-Hua, et al.
Publicado: (2022)

COVID-19 Detection from Chest X-ray Images Using Feature Fusion and Deep Learning
por: , Nur-A-Alam, et al.
Publicado: (2021)

Transfer Learning to Detect COVID-19 Automatically from X-Ray Images Using Convolutional Neural Networks
por: Taresh, Mundher Mohammed, et al.
Publicado: (2021)

Research on Classification of COVID-19 Chest X-Ray Image Modal Feature Fusion Based on Deep Learning
por: Ji, Dongsheng, et al.
Publicado: (2021)

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
por: Alzubaidi, Laith, et al.
Publicado: (2021)

Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data
por: Alzubaidi, Laith, et al.
Publicado: (2021)

Multi-Label Classification of Chest X-ray Abnormalities Using Transfer Learning Techniques
por: Kufel, Jakub, et al.
Publicado: (2023)

Pneumonia Transfer Learning Deep Learning Model from Segmented X-rays
por: Alharbi, Amal H., et al.
Publicado: (2022)

Multi-modal fusion of deep transfer learning based COVID-19 diagnosis and classification using chest x-ray images
por: Reddy, A. Siva Krishna, et al.
Publicado: (2022)

Fusion-Extracted Features by Deep Networks for Improved COVID-19 Classification with Chest X-ray Radiography
por: Lin, Kuo-Hsuan, et al.
Publicado: (2023)

Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis
por: Mahbub, Md. Kawsher, et al.
Publicado: (2022)

Deep transfer learning to quantify pleural effusion severity in chest X-rays
por: Huang, Tao, et al.
Publicado: (2022)

Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images
por: Shankar, K., et al.
Publicado: (2021)

Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images
por: Fraiwan, Mohammad, et al.
Publicado: (2022)

Detection of developmental dysplasia of the hip in X-ray images using deep transfer learning
por: Fraiwan, Mohammad, et al.
Publicado: (2022)

Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images
por: Bargshady, Ghazal, et al.
Publicado: (2022)

Review of the State of the Art of Deep Learning for Plant Diseases: A Broad Analysis and Discussion
por: Hasan, Reem Ibrahim, et al.
Publicado: (2020)

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
por: Minaee, Shervin, et al.
Publicado: (2020)

Automated image classification of chest X-rays of COVID-19 using deep transfer learning
por: Dilshad, Sara, et al.
Publicado: (2021)

Detection of coronavirus disease from X-ray images using deep learning and transfer learning algorithms
por: Albahli, Saleh, et al.
Publicado: (2020)

Utilizing Deep Learning Models and Transfer Learning for COVID-19 Detection from X-Ray Images
por: Agrawal, Shubham, et al.
Publicado: (2023)

Deep feature fusion classification network (DFFCNet): Towards accurate diagnosis of COVID-19 using chest X-rays images
por: Liu, Jingyao, et al.
Publicado: (2022)

Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infection
por: Sitaula, Chiranjibi, et al.
Publicado: (2021)

Detecting pulmonary diseases using deep features in X-ray images
por: Vieira, Pablo, et al.
Publicado: (2021)

Searching for pneumothorax in x-ray images using autoencoded deep features
por: Sze-To, Antonio, et al.
Publicado: (2021)

A novel hand-crafted with deep learning features based fusion model for COVID-19 diagnosis and classification using chest X-ray images
por: Shankar, K., et al.
Publicado: (2020)

Comparative Analysis of COVID-19 X-ray Images Classification Using Convolutional Neural Network, Transfer Learning, and Machine Learning Classifiers Using Deep Features
por: Rekha Rajagopal
Publicado: (2021)

Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays
por: Narayan Das, N., et al.
Publicado: (2022)

Abnormal Chest X-ray Postmyocardial Infarction
por: Abuosa, Ahmed M., et al.
Publicado: (2014)

The Deep Effects of the "X" Rays
Publicado: (1897)

COVID-19 prediction through X-ray images using transfer learning-based hybrid deep learning approach
por: Kumar, Mohit, et al.
Publicado: (2022)

Novel deep transfer learning model for COVID-19 patient detection using X-ray chest images
por: Kumar, N., et al.
Publicado: (2021)

COV-DLS: Prediction of COVID-19 from X-Rays Using Enhanced Deep Transfer Learning Techniques
por: Kumar, Vijay, et al.
Publicado: (2022)

COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks
por: Naronglerdrit, Prasitthichai, et al.
Publicado: (2021)

A radiographic, deep transfer learning framework, adapted to estimate lung opacities from chest x-rays
por: Vardhan, Avantika, et al.
Publicado: (2023)

Publisher Correction: Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infection
por: Sitaula, Chiranjibi, et al.
Publicado: (2022)

Deep multi-view feature learning for detecting COVID-19 based on chest X-ray images
por: Hosseinzadeh, Hamidreza
Publicado: (2022)

Deep Learning Classification of Tuberculosis Chest X-rays
por: Goswami, Kartik K, et al.
Publicado: (2023)

Transfer learning with chest X-rays for ER patient classification
por: Stubblefield, Jonathan, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_55rna2qpo703n9frjarop3n8l3