Cargando…

Reliable Sarcoidosis Detection Using Chest X-rays with EfficientNets and Stain-Normalization Techniques

Sarcoidosis is frequently misdiagnosed as tuberculosis (TB) and consequently mistreated due to inherent limitations in radiological presentations. Clinically, to distinguish sarcoidosis from TB, physicians usually employ biopsy tissue diagnosis and blood tests; this approach is painful for patients,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Baghdadi, Nadiah, Maklad, Ahmed S., Malki, Amer, Deif, Mohanad A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144943/ https://www.ncbi.nlm.nih.gov/pubmed/35632254 http://dx.doi.org/10.3390/s22103846

Ejemplares similares

Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures
por: Abedalla, Ayat, et al.
Publicado: (2021)

HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture
por: Abbas, Qaisar, et al.
Publicado: (2023)

A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images
por: Ravi, Vinayakumar, et al.
Publicado: (2022)

Improving Patient Safety in the X-ray Inspection Process with EfficientNet-Based Medical Assistance System
por: Chen, Shyh-Wei, et al.
Publicado: (2023)

Ensemble of EfficientNets for the Diagnosis of Tuberculosis
por: Oloko-Oba, Mustapha, et al.
Publicado: (2021)

Exploration of Ear Biometrics Using EfficientNet
por: Booysens, Aimee, et al.
Publicado: (2022)

Improved EfficientNet for corn disease identification
por: Cai, Jitong, et al.
Publicado: (2023)

Classification of Hematoxylin and Eosin-Stained Breast Cancer Histology Microscopy Images Using Transfer Learning with EfficientNets
por: Munien, Chanaleä, et al.
Publicado: (2021)

Deepfake Video Detection Based on EfficientNet-V2 Network
por: Deng, Liwei, et al.
Publicado: (2022)

An Intelligent Waste-Sorting and Recycling Device Based on Improved EfficientNet
por: Feng, Zhicheng, et al.
Publicado: (2022)

An ensemble-based approach for automated medical diagnosis of malaria using EfficientNet
por: Marques, Gonçalo, et al.
Publicado: (2022)

Evaluation of EfficientNet models for COVID-19 detection using lung parenchyma
por: Kurt, Zuhal, et al.
Publicado: (2023)

Classification of breast cancer using a manta-ray foraging optimized transfer learning framework
por: Baghdadi, Nadiah A., et al.
Publicado: (2022)

An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network
por: Baghdadi, Nadiah A., et al.
Publicado: (2022)

Chest X-ray and Uveitis Evaluation in a Population with Low Incidence of Sarcoidosis
por: Yemm, Richard W., et al.
Publicado: (2020)

Comparison of pre-trained deep learning model classification performance of COVID-19 and normal chest X-ray images
por: Vichianin, Yudthaphon, et al.
Publicado: (2022)

Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data
por: Gessert, Nils, et al.
Publicado: (2020)

Screening of Common Retinal Diseases Using Six-Category Models Based on EfficientNet
por: Zhu, Shaojun, et al.
Publicado: (2022)

Effect of image transformation on EfficientNet model for COVID-19 CT image classification
por: Shamila Ebenezer, A., et al.
Publicado: (2022)

Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network
por: Marques, Gonçalo, et al.
Publicado: (2020)

Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet
por: Zhao, Cui-fang, et al.
Publicado: (2022)

An Attention EfficientNet-Based Strategy for Bearing Fault Diagnosis under Strong Noise
por: Hu, Bingbing, et al.
Publicado: (2022)

DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy
por: Wu, Cong, et al.
Publicado: (2022)

Contrasting EfficientNet, ViT, and gMLP for COVID-19 Detection in Ultrasound Imagery
por: Rahhal, Mohamad Mahmoud Al, et al.
Publicado: (2022)

Corn Harvester Bearing Fault Diagnosis Based on ABC-VMD and Optimized EfficientNet
por: Liu, Zhiyuan, et al.
Publicado: (2023)

StainNet: A Fast and Robust Stain Normalization Network
por: Kang, Hongtao, et al.
Publicado: (2021)

High-Accuracy Oral Squamous Cell Carcinoma Auxiliary Diagnosis System Based on EfficientNet
por: Xu, Ziang, et al.
Publicado: (2022)

Diabetic Foot Ulcer Ischemia and Infection Classification Using EfficientNet Deep Learning Models
Publicado: (2022)

C+EffxNet: A novel hybrid approach for COVID-19 diagnosis on CT images based on CBAM and EfficientNet
por: Canayaz, Murat
Publicado: (2021)

Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Networks
por: Wang, Jun, et al.
Publicado: (2021)

Detecting COVID-19 in Chest X-Ray Images via MCFF-Net
por: Wang, Wei, et al.
Publicado: (2021)

Comparison between single and serial computed tomography images in classification of acute appendicitis, acute right-sided diverticulitis, and normal appendix using EfficientNet
por: Park, So Hyun, et al.
Publicado: (2023)

Is chest X-ray severity scoring for COVID-19 pneumonia reliable?
por: Abo-Hedibah, Sherif A., et al.
Publicado: (2021)

Research on cassava disease classification using the multi-scale fusion model based on EfficientNet and attention mechanism
por: Liu, Mingxin, et al.
Publicado: (2022)

EARDS: EfficientNet and attention-based residual depth-wise separable convolution for joint OD and OC segmentation
por: Zhou, Wei, et al.
Publicado: (2023)

Correction: Comparison between single and serial computed tomography images in classification of acute appendicitis, acute right-sided diverticulitis, and normal appendix using EfficientNet
Publicado: (2023)

Truncated inception net: COVID-19 outbreak screening using chest X-rays
por: Das, Dipayan, et al.
Publicado: (2020)

Automatic lung segmentation in chest X-ray images using improved U-Net
por: Liu, Wufeng, et al.
Publicado: (2022)

Detection of Pneumonia from Chest X-ray Images Utilizing MobileNet Model
por: Reshan, Mana Saleh Al, et al.
Publicado: (2023)

A(3)C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer
por: Baghdadi, Nadiah A., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_6i9ai5uq6aljnq0f99b7pae94v