Cargando…

Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19

Numerous epidemic lung diseases such as COVID-19, tuberculosis (TB), and pneumonia have spread over the world, killing millions of people. Medical specialists have experienced challenges in correctly identifying these diseases due to their subtle differences in Chest X-ray images (CXR). To assist th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nahiduzzaman, Md., Goni, Md. Omaer Faruq, Hassan, Rakibul, Islam, Md. Robiul, Syfullah, Md Khalid, Shahriar, Saleh Mohammed, Anower, Md. Shamim, Ahsan, Mominul, Haider, Julfikar, Kowalski, Marcin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Author(s). Published by Elsevier Ltd. 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223636/ https://www.ncbi.nlm.nih.gov/pubmed/37274610 http://dx.doi.org/10.1016/j.eswa.2023.120528

Ejemplares similares

Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture
por: Nahiduzzaman, Md., et al.
Publicado: (2023)

Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images
por: Islam, Md. Robiul, et al.
Publicado: (2022)

An Ensemble Approach for the Prediction of Diabetes Mellitus Using a Soft Voting Classifier with an Explainable AI
por: Kibria, Hafsa Binte, et al.
Publicado: (2022)

Ensemble classification of integrated CT scan datasets in detecting COVID-19 using feature fusion from contourlet transform and CNN
por: Nur-A-Alam, Md., et al.
Publicado: (2023)

A Real Time Method for Distinguishing COVID-19 Utilizing 2D-CNN and Transfer Learning
por: Sultana, Abida, et al.
Publicado: (2023)

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

Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach
por: Islam, Md. Robiul, et al.
Publicado: (2022)

ChestX-Ray6: Prediction of multiple diseases including COVID-19 from chest X-ray images using convolutional neural network [Image: see text]
por: Nahiduzzaman, Md., et al.
Publicado: (2023)

IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques
por: Ahamed, Md. Faysal, et al.
Publicado: (2023)

Mexican Hat Wavelet Kernel ELM for Multiclass Classification
por: Wang, Jie, et al.
Publicado: (2017)

On Improved 3D-CNN-Based Binary and Multiclass Classification of Alzheimer's Disease Using Neuroimaging Modalities and Data Augmentation Methods
por: Tufail, Ahsan Bin, et al.
Publicado: (2022)

Urethral rhinosporidiosis: Prolapsing mass from urethra in a Bangladeshi farmer
por: Saiduzzaman, B.M., et al.
Publicado: (2023)

Polymorphisms in IL-17A Gene and Susceptibility of Colorectal Cancer in Bangladeshi Population: A Case-Control Analysis
por: Islam, Md. Robiul, et al.
Publicado: (2022)

Explainable deep learning model for automatic mulberry leaf disease classification
por: Nahiduzzaman, Md., et al.
Publicado: (2023)

4G mobile phone radiation alters some immunogenic and vascular gene expressions, and gross and microscopic and biochemical parameters in the chick embryo model
por: Islam, Md. Sadequl, et al.
Publicado: (2023)

A Hemolysis Image Detection Method Based on GAN-CNN-ELM
por: Shi, Xiaonan, et al.
Publicado: (2022)

Generating binomial coefficients in a row of Pascal's triangle from extensions of powers of eleven
por: Shariful Islam, Md., et al.
Publicado: (2022)

Examining the Walking Accessibility, Willingness, and Travel Conditions of Residents in Saudi Cities
por: Rahman, Muhammad Tauhidur, et al.
Publicado: (2019)

What does the global pandemic COVID-19 teach us? Some reflections
por: Nahiduzzaman, Kh Md, et al.
Publicado: (2020)

CNN-XGBoost fusion-based affective state recognition using EEG spectrogram image analysis
por: Khan, Md. Sakib, et al.
Publicado: (2022)

CNN Based Multiclass Brain Tumor Detection Using Medical Imaging
por: Tiwari, Pallavi, et al.
Publicado: (2022)

Selectivity of Sol-Gel and Hydrothermal TiO(2) Nanoparticles towards Photocatalytic Degradation of Cationic and Anionic Dyes
por: Islam, Md. Torikul, et al.
Publicado: (2023)

Climate change impacts and adaptations on health of Internally Displaced People (IDP): An exploratory study on coastal areas of Bangladesh
por: Chowdhury, Md. Arif, et al.
Publicado: (2020)

Corrigendum to “Climate change impacts and adaptations on health of Internally Displaced People (IDP): An exploratory study on coastal areas of Bangladesh” [Heliyon 6 (9) (September 2020) Article e05018]”
por: Chowdhury, Md. Arif, et al.
Publicado: (2020)

A systematic review on predicting PV system parameters using machine learning
por: Jobayer, Md, et al.
Publicado: (2023)

A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images
por: Islam, Md. Zabirul, et al.
Publicado: (2020)

Occurrence of multiclass endocrine disrupting compounds in a drinking water supply system and associated risks
por: Wee, Sze Yee, et al.
Publicado: (2020)

Frontier performance of in situ formed α-MnO(2) dispersed over functionalized multi-walled carbon nanotubes covalently anchored to a graphene oxide nanosheet framework as supercapacitor materials
por: Islam, Md. Mahinur, et al.
Publicado: (2020)

An empirical study of mHealth adoption in a developing country: the moderating effect of gender concern
por: Hoque, Md Rakibul
Publicado: (2016)

Nutritional value of the marine fish in Bangladesh and their potential to address malnutrition: A review
por: Rifat, M.A., et al.
Publicado: (2023)

Population Genomics of an Anadromous Hilsa Shad Tenualosa ilisha Species across Its Diverse Migratory Habitats: Discrimination by Fine-Scale Local Adaptation
por: Asaduzzaman, Md, et al.
Publicado: (2019)

The link between intracellular calcium signaling and exosomal PD-L1 in cancer progression and immunotherapy
por: Alam, Md Rakibul, et al.
Publicado: (2023)

CNN6mA: Interpretable neural network model based on position-specific CNN and cross-interactive network for 6mA site prediction
por: Tsukiyama, Sho, et al.
Publicado: (2022)

Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformation
por: Rahman, Md. Asadur, et al.
Publicado: (2020)

Depth Estimation for Integral Imaging Microscopy Using a 3D–2D CNN with a Weighted Median Filter
por: Imtiaz, Shariar Md, et al.
Publicado: (2022)

Knowledge, Attitude, and Practices Towards COVID-19 Among Social Workers of Bangladesh
por: Rahman, Md Mostafizur, et al.
Publicado: (2023)

Thrombolytic potential of Ocimum sanctum L., Curcuma longa L., Azadirachta indica L. and Anacardium occidentale L.
por: Khan, Irfan Newaz, et al.
Publicado: (2011)

Highly robust, novel aluminum counter cation-based monophosphate tungsten bronze electro-catalysts for oxygen evolution in acidic solution
por: Hossain, Md. Imran, et al.
Publicado: (2021)

Towards an Efficient CNN Inference Architecture Enabling In-Sensor Processing †
por: Pantho, Md Jubaer Hossain, et al.
Publicado: (2021)

Impacts of Anthropometric, Biochemical, Socio-Demographic, and Dietary Habits Factors on the Health Status of Urban Corporate People in a Developing Country
por: Sampa, Masuda Begum, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_r27li7ru0lduvn8v5pbaihrots