Cargando…

Deep Learning Model for the Automatic Classification of White Blood Cells

Blood cell count is highly useful in identifying the occurrence of a particular disease or ailment. To successfully measure the blood cell count, sophisticated equipment that makes use of invasive methods to acquire the blood cell slides or images is utilized. These blood cell images are subjected t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sharma, Sarang, Gupta, Sheifali, Gupta, Deepali, Juneja, Sapna, Gupta, Punit, Dhiman, Gaurav, Kautish, Sandeep
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769872/ https://www.ncbi.nlm.nih.gov/pubmed/35069725 http://dx.doi.org/10.1155/2022/7384131

Ejemplares similares

Cloud-Based Fault Prediction Using IoT in Office Automation for Improvisation of Health of Employees
por: Uppal, Mudita, et al.
Publicado: (2021)

Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease
por: Sharma, Sarang, et al.
Publicado: (2022)

An Approach for Thoracic Syndrome Classification with Convolutional Neural Networks
por: Juneja, Sapna, et al.
Publicado: (2021)

Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images
por: Sharma, Sandhya, et al.
Publicado: (2022)

Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images
por: Anand, Vatsala, et al.
Publicado: (2023)

Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model
por: Kaur, Gurjinder, et al.
Publicado: (2023)

Evaluation of Ergonomics-Related Disorders in Online Education Using Fuzzy AHP
por: Upadhyay, Hemant, et al.
Publicado: (2021)

A Perspective Roadmap for IoMT-Based Early Detection and Care of the Neural Disorder, Dementia
por: Juneja, Sapna, et al.
Publicado: (2021)

Adaptive Diagnosis of Lung Cancer by Deep Learning Classification Using Wilcoxon Gain and Generator
por: Obulesu, O., et al.
Publicado: (2021)

Image Retrieval Using Different Distance Methods and Color Difference Histogram Descriptor for Human Healthcare
por: Chugh, Himani, et al.
Publicado: (2022)

HTLML: Hybrid AI Based Model for Detection of Alzheimer’s Disease
por: Sharma, Sarang, et al.
Publicado: (2022)

AI-Assisted Tuberculosis Detection and Classification from Chest X-Rays Using a Deep Learning Normalization-Free Network Model
por: Acharya, Vasundhara, et al.
Publicado: (2022)

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer
por: Anand, Vatsala, et al.
Publicado: (2022)

Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images
por: Malhotra, Priyanka, et al.
Publicado: (2022)

Deep learning techniques for cancer classification using microarray gene expression data
por: Gupta, Surbhi, et al.
Publicado: (2022)

A Novel Lightweight Deep Learning-Based Histopathological Image Classification Model for IoMT
por: Datta Gupta, Koyel, et al.
Publicado: (2021)

ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
por: Sulaiman, Adel, et al.
Publicado: (2023)

Using Identity-Based Cryptography as a Foundation for an Effective and Secure Cloud Model for E-Health
por: Mittal, Shikha, et al.
Publicado: (2022)

Deep Neural Networks for Medical Image Segmentation
por: Malhotra, Priyanka, et al.
Publicado: (2022)

U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract
por: Sharma, Neha, et al.
Publicado: (2023)

Deep-learning-based automatic segmentation and classification for craniopharyngiomas
por: Yan, Xiaorong, et al.
Publicado: (2023)

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

Automatic classification of canine thoracic radiographs using deep learning
por: Banzato, Tommaso, et al.
Publicado: (2021)

Automatic classification of informative laryngoscopic images using deep learning
por: Yao, Peter, et al.
Publicado: (2022)

Blockchain Enabled Transparent and Anti-Counterfeiting Supply of COVID-19 Vaccine Vials
por: Chauhan, Harsha, et al.
Publicado: (2021)

Intelligent Semantic Segmentation for Self-Driving Vehicles Using Deep Learning
por: Sellat, Qusay, et al.
Publicado: (2022)

A lightweight deep learning architecture for the automatic detection of pneumonia using chest X-ray images
por: Trivedi, Megha, et al.
Publicado: (2021)

Clinical Data Analysis for Prediction of Cardiovascular Disease Using Machine Learning Techniques
por: Nadakinamani, Rajkumar Gangappa, et al.
Publicado: (2022)

Review on machine and deep learning models for the detection and prediction of Coronavirus
por: Waleed Salehi, Ahmad, et al.
Publicado: (2020)

Deep learning models-based CT-scan image classification for automated screening of COVID-19
por: Gupta, Kapil, et al.
Publicado: (2023)

Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers
por: Uppal, Mudita, et al.
Publicado: (2023)

R Deep learning essentials: build automatic classification and prediction models using unsupervised learning
por: Wiley, Joshua F
Publicado: (2016)

Automatic Modulation Classification Based on Deep Learning for Unmanned Aerial Vehicles
por: Zhang, Duona, et al.
Publicado: (2018)

ACCV: automatic classification algorithm of cataract video based on deep learning
por: Hu, Shenming, et al.
Publicado: (2021)

A Spatiotemporal Deep Learning Approach for Automatic Pathological Gait Classification
por: Albuquerque, Pedro, et al.
Publicado: (2021)

On the Automatic Detection and Classification of Skin Cancer Using Deep Transfer Learning
por: Fraiwan, Mohammad, et al.
Publicado: (2022)

Automatic Segmentation and Classification for Antinuclear Antibody Images Based on Deep Learning
por: Xie, Qinghua, et al.
Publicado: (2023)

Label-Free White Blood Cell Classification Using Refractive Index Tomography and Deep Learning
por: Ryu, DongHun, et al.
Publicado: (2021)

Visualization of Customized Convolutional Neural Network for Natural Language Recognition
por: Singh, Tajinder Pal, et al.
Publicado: (2022)

Diagnostic performance of deep learning-based automatic white matter hyperintensity segmentation for classification of the Fazekas scale and differentiation of subcortical vascular dementia
por: Joo, Leehi, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_nn0tudlgtvkpd2mbfrii9b1uo9