Cargando…

Lung Cancer Detection Using Image Segmentation by means of Various Evolutionary Algorithms

The objective of this paper is to explore an expedient image segmentation algorithm for medical images to curtail the physicians' interpretation of computer tomography (CT) scan images. Modern medical imaging modalities generate large images that are extremely grim to analyze manually. The cons...

Descripción completa

Detalles Bibliográficos
Autores principales:	Senthil Kumar, K., Venkatalakshmi, K., Karthikeyan, K.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6341460/ https://www.ncbi.nlm.nih.gov/pubmed/30728852 http://dx.doi.org/10.1155/2019/4909846

Ejemplares similares

Lung Diseases Detection Using Various Deep Learning Algorithms
por: Jasmine Pemeena Priyadarsini, M., et al.
Publicado: (2023)

Proposed Technique for Accurate Detection/Segmentation of Lung Nodules using Spline Wavelet Techniques
por: Senthil Kumar, T. K., et al.
Publicado: (2013)

Evolutionary design of explainable algorithms for biomedical image segmentation
por: Cortacero, Kévin, et al.
Publicado: (2023)

Image Registration based Cervical Cancer Detection and Segmentation Using ANFIS Classifier
por: Jaya, B Karthiga, et al.
Publicado: (2018)

Multimodal optimization by means of evolutionary algorithms
por: Preuss, Mike
Publicado: (2015)

Lung Lesion Detection in CT Scan Images Using the Fuzzy Local Information Cluster Means (FLICM) Automatic Segmentation Algorithm and Back Propagation Network Classification
por: Lavanya, M, et al.
Publicado: (2017)

An Optimized Approach for Prostate Image Segmentation Using K-Means Clustering Algorithm with Elbow Method
por: Sammouda, Rachid, et al.
Publicado: (2021)

K-Means Segmentation of Underwater Image Based on Improved Manta Ray Algorithm
por: Zhu, Donglin, et al.
Publicado: (2022)

Taxon ordering in phylogenetic trees by means of evolutionary algorithms
por: Cerutti, Francesco, et al.
Publicado: (2011)

Optimization of fuzzy c-means (FCM) clustering in cytology image segmentation using the gray wolf algorithm
por: Mohammdian-khoshnoud, Maryam, et al.
Publicado: (2022)

Spatial [Formula: see text]-Trimmed Fuzzy C-Means Algorithm to Image Segmentation
por: Vela-Rincón, Virna V., et al.
Publicado: (2020)

Performance evaluation of spatial fuzzy C-means clustering algorithm on GPU for image segmentation
por: Ali, Noureddine Ait, et al.
Publicado: (2022)

Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter
por: Zheng, Jian, et al.
Publicado: (2013)

Fuzzy-C-Means Clustering Based Segmentation and CNN-Classification for Accurate Segmentation of Lung Nodules
por: K, Jalal Deen, et al.
Publicado: (2017)

A Wavelet Relational Fuzzy C-Means Algorithm for 2D Gel Image Segmentation
por: Rashwan, Shaheera, et al.
Publicado: (2013)

Segmentation of the ECG Signal by Means of a Linear Regression Algorithm
por: Aspuru, Javier, et al.
Publicado: (2019)

Deep learning-based algorithm for lung cancer detection on chest radiographs using the segmentation method
por: Shimazaki, Akitoshi, et al.
Publicado: (2022)

The Comparison of Clustering Algorithms K-Means and Fuzzy C-Means for Segmentation Retinal Blood Vessels
por: Wiharto, Wiharto, et al.
Publicado: (2020)

Designing an Algorithm for Cancerous Tissue Segmentation Using Adaptive K-means Cluttering and Discrete Wavelet Transform
por: Rezaee, Kh., et al.
Publicado: (2013)

Breast Cancer Detection Using Automated Segmentation and Genetic Algorithms
por: de la Luz Escobar, María, et al.
Publicado: (2022)

Hyperglycemia and cancer in human lung carcinoma by means of Raman spectroscopy and imaging
por: Kopeć, M., et al.
Publicado: (2022)

Performance and Robustness of Regional Image Segmentation Driven by Selected Evolutionary and Genetic Algorithms: Study on MR Articular Cartilage Images
por: Kubicek, Jan, et al.
Publicado: (2022)

Implementation of CT Image Segmentation Based on an Image Segmentation Algorithm
por: Shen, Lingli
Publicado: (2022)

Magnetic Resonance Imaging Segmentation on the Basis of Boundary Tracking Algorithm in Lung Cancer Surgery
por: Liu, Chengmin, et al.
Publicado: (2021)

An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
por: Chowdhary, Chiranji Lal, et al.
Publicado: (2020)

A Novel Brain MRI Image Segmentation Method Using an Improved Multi-View Fuzzy c-Means Clustering Algorithm
por: Hua, Lei, et al.
Publicado: (2021)

Inferring Agronomical Insights for Wheat Canopy Using Image-Based Curve Fit K-Means Segmentation Algorithm and Statistical Analysis
por: Gupta, Ankita, et al.
Publicado: (2022)

Metaheuristic algorithms for image segmentation
por: Oliva, Diego, et al.
Publicado: (2019)

A Hybrid Method for Image Segmentation Based on Artificial Fish Swarm Algorithm and Fuzzy c-Means Clustering
por: Ma, Li, et al.
Publicado: (2015)

Evaluation of Automated Multiclass Fluid Segmentation in Optical Coherence Tomography Images Using the Pegasus Fluid Segmentation Algorithms
por: Terry, Louise, et al.
Publicado: (2021)

Iris Recognition Using Image Moments and k-Means Algorithm
por: Khan, Yaser Daanial, et al.
Publicado: (2014)

Exploration and Enhancement of Classifiers in the Detection of Lung Cancer from Histopathological Images
por: Shanmugam, Karthikeyan, et al.
Publicado: (2023)

Histological image segmentation using fast mean shift clustering method
por: Wu, Geming, et al.
Publicado: (2015)

Identifying the presence of bacteria on digital images by using asymmetric distribution with k-means clustering algorithm
por: Satyanarayana, K. V., et al.
Publicado: (2021)

Retracted: Implementation of CT Image Segmentation Based on an Image Segmentation Algorithm
por: and Biomechanics, Applied Bionics
Publicado: (2023)

Computerized Segmentation and Characterization of Breast Lesions in Dynamic Contrast-Enhanced MR Images Using Fuzzy c-Means Clustering and Snake Algorithm
por: Pang, Yachun, et al.
Publicado: (2012)

Metal Artifact Reduction and Segmentation of Dental Computerized Tomography Images Using Least Square Support Vector Machine and Mean Shift Algorithm
por: Mortaheb, Parinaz, et al.
Publicado: (2016)

Segmentation of White Blood Cells From Microscopic Images Using a Novel Combination of K-Means Clustering and Modified Watershed Algorithm
por: Ghane, Narjes, et al.
Publicado: (2017)

Efficient Fuzzy C-Means Architecture for Image Segmentation
por: Li, Hui-Ya, et al.
Publicado: (2011)

Power mean based image segmentation in the presence of noise
por: Rahman, Afzal, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_6qommoo3d4tes7ib3jn17fm2j5