Cargando…

Detection of Pancreatic Cancer in CT Scan Images Using PSO SVM and Image Processing

A diagnosis of pancreatic cancer is one of the worst cancers that may be received anywhere in the world; the five-year survival rate is very less. The majority of cases of this condition may be traced back to pancreatic cancer. Due to medical image scans, a significant number of cancer patients are...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ansari, Arshiya S., Zamani, Abu Sarwar, Mohammadi, Mohammad Sajid, Meenakshi, Ritonga, Mahyudin, Ahmed, Syed Sohail, Pounraj, Devabalan, Kaliyaperumal, Karthikeyan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345701/ https://www.ncbi.nlm.nih.gov/pubmed/35928919 http://dx.doi.org/10.1155/2022/8544337

Ejemplares similares

Machine Learning and Image Processing Enabled Evolutionary Framework for Brain MRI Analysis for Alzheimer's Disease Detection
por: Kamal, Mustafa, et al.
Publicado: (2022)

A Modular Spectrum Sensing System Based on PSO-SVM
por: Cai, Zhuoran, et al.
Publicado: (2012)

Hybrid PSO–SVM algorithm for Covid-19 screening and quantification
por: Sheela, M. Sahaya, et al.
Publicado: (2022)

Percussion and PSO-SVM-Based Damage Detection for Refractory Materials
por: Yang, Dan, et al.
Publicado: (2023)

Cell Group Recognition Method Based on Adaptive Mutation PSO-SVM
por: Wang, Yue, et al.
Publicado: (2018)

Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM
por: Ye, Maoyou, et al.
Publicado: (2021)

PSO-SVM-Based Online Locomotion Mode Identification for Rehabilitation Robotic Exoskeletons
por: Long, Yi, et al.
Publicado: (2016)

Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction
por: Hamid, Tengku Mazlin Tengku Ab, et al.
Publicado: (2023)

Discrimination between Alzheimer's Disease and Mild Cognitive Impairment Using SOM and PSO-SVM
por: Yang, Shih-Ting, et al.
Publicado: (2013)

Prediction of Flood Discharge Using Hybrid PSO-SVM Algorithm in Barak River Basin
por: Samantaray, Sandeep, et al.
Publicado: (2023)

Optimization of SVM Parameters with Hybrid CS-PSO Algorithms for Parkinson's Disease in LabVIEW Environment
por: Kaya, Duygu
Publicado: (2019)

A New Approach to Optimize SVM for Insulator State Identification Based on Improved PSO Algorithm
por: Song, Lepeng, et al.
Publicado: (2022)

Learning for early childhood using the IcanDO platform: Breakthroughs for golden age education in Arabic learning
por: Ritonga, Mahyudin, et al.
Publicado: (2023)

CoV2-Detect-Net: Design of COVID-19 prediction model based on hybrid DE-PSO with SVM using chest X-ray images
por: Dixit, Abhishek, et al.
Publicado: (2021)

Classification of 5-HT(1A) Receptor Ligands on the Basis of Their Binding Affinities by Using PSO-Adaboost-SVM
por: Cheng, Zhengjun, et al.
Publicado: (2009)

Fault Diagnosis for Rolling Bearings Based on Fine-Sorted Dispersion Entropy and SVM Optimized with Mutation SCA-PSO
por: Fu, Wenlong, et al.
Publicado: (2019)

A Hybrid PSO–SVM Model Based on Safety Risk Prediction for the Design Process in Metro Station Construction
por: Liu, Ping, et al.
Publicado: (2020)

Quantitative Identification of Internal and External Wire Rope Damage Based on VMD-AWT Noise Reduction and PSO-SVM
por: Tian, Jie, et al.
Publicado: (2022)

Improved VMD-ELM Algorithm for MEMS Gyroscope of Temperature Compensation Model Based on CNN-LSTM and PSO-SVM
por: Wang, Xinwang, et al.
Publicado: (2022)

Diagnosis of Prostate Cancer Using GLCM Enabled KNN Technique by Analyzing MRI Images
por: Anand, L., et al.
Publicado: (2023)

Superpixel-Based PSO Algorithms for Color Image Quantization
por: Frackiewicz, Mariusz, et al.
Publicado: (2023)

Interpreting SVM for medical images using Quadtree
por: Shukla, Prashant, et al.
Publicado: (2020)

PSO-Based Evolutionary Approach to Optimize Head and Neck Biomedical Image to Detect Mesothelioma Cancer
por: Praveen, Sheeba, et al.
Publicado: (2022)

Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM
por: Xue, Shaohua, et al.
Publicado: (2020)

CompareSVM: supervised, Support Vector Machine (SVM) inference of gene regularity networks
por: Gillani, Zeeshan, et al.
Publicado: (2014)

Target Recognition of SAR Images Based on SVM and KSRC
por: Zhao, Haiyan
Publicado: (2021)

A color image contrast enhancement method based on improved PSO
por: Zhang, Xiaowen, et al.
Publicado: (2023)

Asymptomatic COVID-19 CT image denoising method based on wavelet transform combined with improved PSO
por: Wang, Guowei, et al.
Publicado: (2022)

Effective and Reliable Framework for Lung Nodules Detection from CT Scan Images
por: Khan, Sajid Ali, et al.
Publicado: (2019)

MobileNet-SVM: A Lightweight Deep Transfer Learning Model to Diagnose BCH Scans for IoMT-Based Imaging Sensors
por: Ogundokun, Roseline Oluwaseun, et al.
Publicado: (2023)

FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation
por: Munusamy, Hemalatha, et al.
Publicado: (2021)

A novel steganographic technique for medical image using SVM and IWT
por: Chowdhuri, Partha, et al.
Publicado: (2023)

Pulmonary Nodule Detection Model Based on SVM and CT Image Feature-Level Fusion with Rough Sets
por: Zhou, Tao, et al.
Publicado: (2016)

SVM and SVM Ensembles in Breast Cancer Prediction
por: Huang, Min-Wei, et al.
Publicado: (2017)

A face recognition algorithm based on the combine of image feature compensation and improved PSO
por: Lijuan, Yan, et al.
Publicado: (2023)

COVID-19 Detection Based on Image Regrouping and Resnet-SVM Using Chest X-Ray Images
Publicado: (2021)

AdPSO: Adaptive PSO-Based Task Scheduling Approach for Cloud Computing
por: Nabi, Said, et al.
Publicado: (2022)

Defects Prediction Method for Radiographic Images Based on Random PSO Using Regional Fluctuation Sensitivity
por: Shang, Zhongyu, et al.
Publicado: (2023)

SVM clustering
por: Winters-Hilt, Stephen, et al.
Publicado: (2007)

svmPRAT: SVM-based Protein Residue Annotation Toolkit
por: Rangwala, Huzefa, et al.
Publicado: (2009)

Cannot write session to /tmp/vufind_sessions/sess_siv0t4th7s4u9q6hmn8v2rhv5o