Cargando…

Optimised feature selection-driven convolutional neural network using gray level co-occurrence matrix for detection of cervical cancer

Cervical cancer is one of the most dangerous and widespread illnesses afflicting women throughout the globe, particularly in East Africa and South Asia. In industrialised nations, the incidence of cervical cancer has consistently decreased over the past few decades. However, in developing countries,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sudhakar, K., Saravanan, D., Hariharan, G., Sanaj, M. S., Kumar, Santosh, Shaik, Maznu, Gonzales, Jose Luis Arias, Aurangzeb, Khursheed
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	De Gruyter 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693012/ https://www.ncbi.nlm.nih.gov/pubmed/38045489 http://dx.doi.org/10.1515/biol-2022-0770

Ejemplares similares

A Novel Heteromorphous Convolutional Neural Network for Automated Assessment of Tumors in Colon and Lung Histopathology Images
por: Iqbal, Saeed, et al.
Publicado: (2023)

Gray level co-occurrence matrix and extreme learning machine for Covid-19 diagnosis
por: Pi, Pengpeng, et al.
Publicado: (2021)

Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution
por: Ullah, Irshad, et al.
Publicado: (2023)

Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension
por: Wei, Bo, et al.
Publicado: (2019)

A residual connection enabled deep neural network model for optic disk and optic cup segmentation for glaucoma diagnosis
por: Aurangzeb, Khursheed
Publicado: (2023)

WITHDRAWN: Covid-19 detection using CT scan based on gray level Co-Occurrence matrix
por: Ameer, Aseel Qassim Abdul, et al.
Publicado: (2021)

Estimation of Articular Cartilage Surface Roughness Using Gray-Level Co-Occurrence Matrix of Laser Speckle Image
por: Youssef, Doaa, et al.
Publicado: (2017)

Breast cancer histopathological images classification based on deep semantic features and gray level co-occurrence matrix
por: Hao, Yan, et al.
Publicado: (2022)

Automated spectroscopic modelling with optimised convolutional neural networks
por: Shen, Zefang, et al.
Publicado: (2021)

Automatic Gray Image Coloring Method Based on Convolutional Network
por: Fan, Jiayi, et al.
Publicado: (2022)

Data extraction of the gray level Co-occurrence matrix (GLCM) Feature on the fingerprints of parents and children in Lombok Island, Indonesia
por: Bakti, Lalu Darmawan, et al.
Publicado: (2021)

Quantitative Response of Gray-Level Co-Occurrence Matrix Texture Features to the Salinity of Cracked Soda Saline–Alkali Soil
por: Zhao, Yue, et al.
Publicado: (2022)

Quantitative Evaluation of the Effectiveness of Chemical Peelings in Reducing Acne Lesions Based on Gray-Level Co-Occurrence Matrix (GLCM)
por: Odrzywołek, Wiktoria, et al.
Publicado: (2022)

Spinal cord gray matter segmentation using deep dilated convolutions
por: Perone, Christian S., et al.
Publicado: (2018)

Gray level co-occurrence matrix (GLCM) texture based crop classification using low altitude remote sensing platforms
por: Iqbal, Naveed, et al.
Publicado: (2021)

Matrix convolution operators on groups
por: Chu, Cho-Ho
Publicado: (2008)

Optimising future cervical screening strategies
por: Kitchener, Henry
Publicado: (2019)

Identification of Human Ovarian Adenocarcinoma Cells with Cisplatin-Resistance by Feature Extraction of Gray Level Co-Occurrence Matrix Using Optical Images
por: Huang, Chih-Ling, et al.
Publicado: (2020)

Quantitative Assessment of Hyperpigmentation Changes in Human Skin after Microneedle Mesotherapy Using the Gray-Level Co-Occurrence Matrix (GLCM) Method
por: Wawrzyk-Bochenek, Iga, et al.
Publicado: (2023)

Escalator Foundation Bolt Loosening Fault Recognition Based on Empirical Wavelet Transform and Multi-Scale Gray-Gradient Co-Occurrence Matrix
por: E, Xuezhuang, et al.
Publicado: (2023)

Convolution neural network–based Alzheimer's disease classification using hybrid enhanced independent component analysis based segmented gray matter of T2 weighted magnetic resonance imaging with clinical valuation
por: Basheera, Shaik, et al.
Publicado: (2019)

Combining Environment-Driven Adaptation and Task-Driven Optimisation in Evolutionary Robotics
por: Haasdijk, Evert, et al.
Publicado: (2014)

Stochastic gradient descent optimisation for convolutional neural network for medical image segmentation
por: Nagendram, Sanam, et al.
Publicado: (2023)

Detection of Iris Presentation Attacks Using Feature Fusion of Thepade’s Sorted Block Truncation Coding with Gray-Level Co-Occurrence Matrix Features
por: Khade, Smita, et al.
Publicado: (2021)

Feature extraction and classification of surface discharges on an ice-covered insulator string during AC flashover using gray-level co-occurrence matrix
por: Liu, Yong, et al.
Publicado: (2021)

Machine learning-based gray-level co-occurrence matrix signature for predicting lymph node metastasis in undifferentiated-type early gastric cancer
por: Wei, Xin, et al.
Publicado: (2022)

Evaluating the Gray Level Co-Occurrence Matrix-Based Texture Features of Magnetic Resonance Images for Glioblastoma Multiform Patients’ Treatment Response Assessment
por: Alibabaei, Sanaz, et al.
Publicado: (2023)

High-throughput optimisation of light-driven microalgae biotechnologies
por: Sivakaminathan, Shwetha, et al.
Publicado: (2018)

Analysis of Vascular Architecture and Parenchymal Damage Generated by Reduced Blood Perfusion in Decellularized Porcine Kidneys Using a Gray Level Co-occurrence Matrix
por: Pantic, Igor V., et al.
Publicado: (2022)

Machine Learning-Based Gray-Level Co-Occurrence Matrix (GLCM) Models for Predicting the Depth of Myometrial Invasion in Patients with Stage I Endometrial Cancer
por: Qin, Li, et al.
Publicado: (2022)

Gray level co-occurrence matrix and wavelet analyses reveal discrete changes in proximal tubule cell nuclei after mild acute kidney injury
por: Pantic, Igor, et al.
Publicado: (2023)

Identification of masses in digital mammogram using gray level co-occurrence matrices
por: Mohd. Khuzi, A, et al.
Publicado: (2009)

Deep fusion of gray level co-occurrence matrices for lung nodule classification
por: Saihood, Ahmed, et al.
Publicado: (2022)

A Study for Texture Feature Extraction of High-Resolution Satellite Images Based on a Direction Measure and Gray Level Co-Occurrence Matrix Fusion Algorithm
por: Zhang, Xin, et al.
Publicado: (2017)

Machine learning based gray-level co-occurrence matrix early warning system enables accurate detection of colorectal cancer pelvic bone metastases on MRI
por: Jin, Jinlian, et al.
Publicado: (2023)

Ant Colony Optimization-Enabled CNN Deep Learning Technique for Accurate Detection of Cervical Cancer
por: Kavitha, R., et al.
Publicado: (2023)

Occurrence of Ancylostoma Caninum from a Gray Fox Urocyon Cinereoargenteus in Southeastern Mexico
por: Panti-May, J. A., et al.
Publicado: (2022)

Dosimetric comparison of inverse optimisation methods versus forward optimisation in HDR brachytherapy of breast, cervical and prostate cancer
por: Fröhlich, Georgina, et al.
Publicado: (2019)

Data-driven emergence of convolutional structure in neural networks
por: Ingrosso, Alessandro, et al.
Publicado: (2022)

Convolution operators and factorization of almost periodic matrix functions
por: Böttcher, Albrecht, et al.
Publicado: (2002)

Cannot write session to /tmp/vufind_sessions/sess_v0q07va7dn40n6mqhm4ci6p7nh