Cargando…

Presentation of Novel Hybrid Algorithm for Detection and Classification of Breast Cancer Using Growth Region Method and Probabilistic Neural Network

Mammography is a significant screening test for early detection of breast cancer, which increases the patient's chances of complete recovery. In this paper, a clustering method is presented for the detection of breast cancer tumor locations and areas. To implement the clustering method, we used...

Descripción completa

Detalles Bibliográficos
Autores principales:	Isfahani, Zeynab Nasr, Jannat-Dastjerdi, Iman, Eskandari, Fatemeh, Ghoushchi, Saeid Jafarzadeh, Pourasad, Yaghoub
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238608/ https://www.ncbi.nlm.nih.gov/pubmed/34239550 http://dx.doi.org/10.1155/2021/5863496

Ejemplares similares

Presentation of a Segmentation Method for a Diabetic Retinopathy Patient's Fundus Region Detection Using a Convolutional Neural Network
por: Valizadeh, Amin, et al.
Publicado: (2021)

An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means
por: Ghoushchi, Saeid Jafarzadeh, et al.
Publicado: (2021)

FDCNet: Presentation of the Fuzzy CNN and Fractal Feature Extraction for Detection and Classification of Tumors
por: Molaei, Sepideh, et al.
Publicado: (2022)

Clustering of Brain Tumor Based on Analysis of MRI Images Using Robust Principal Component Analysis (ROBPCA) Algorithm
por: Hamzenejad, Ali, et al.
Publicado: (2021)

A New Algorithm for Digital Image Encryption Based on Chaos Theory
por: Pourasad, Yaghoub, et al.
Publicado: (2021)

A robust fuzzy multi-objective location-routing problem for hazardous waste under uncertain conditions
por: Raeisi, Diba, et al.
Publicado: (2022)

Assessment of sustainable waste management alternatives using the extensions of the base criterion method and combined compromise solution based on the fuzzy Z-numbers
por: Zafaranlouei, Nafiseh, et al.
Publicado: (2023)

A Novel Image Processing Approach to Enhancement and Compression of X-ray Images
por: Pourasad, Yaghoub, et al.
Publicado: (2021)

Improving emergency departments during COVID-19 pandemic: a simulation and MCDM approach with MARCOS methodology in an uncertain environment
por: Memarpour Ghiaci, Ali, et al.
Publicado: (2022)

Presentation of Novel Architecture for Diagnosis and Identifying Breast Cancer Location Based on Ultrasound Images Using Machine Learning
por: Pourasad, Yaghoub, et al.
Publicado: (2021)

A decision-making framework for COVID-19 infodemic management strategies evaluation in spherical fuzzy environment
por: Jafarzadeh Ghoushchi, Saeid, et al.
Publicado: (2023)

Revealing the relationship between solar activity and COVID-19 and forecasting of possible future viruses using multi-step autoregression (MSAR)
por: Nasirpour, Mohammad Hossein, et al.
Publicado: (2021)

Investigation of effective climatology parameters on COVID-19 outbreak in Iran
por: Ahmadi, Mohsen, et al.
Publicado: (2020)

Pan-Logical Probabilistic Algorithms Based on Convolutional Neural Networks
por: Liu, Fangrong
Publicado: (2022)

Theory-Based Failure Modes and Effect Analysis for Medication Errors
por: Jafarzadeh Ghoushchi, Saeid, et al.
Publicado: (2021)

Road safety assessment and risks prioritization using an integrated SWARA and MARCOS approach under spherical fuzzy environment
por: Jafarzadeh Ghoushchi, Saeid, et al.
Publicado: (2022)

A New Hybrid Possibilistic-Probabilistic Decision-Making Scheme for Classification
por: Solaiman, Basel, et al.
Publicado: (2021)

Study of Complexity Systems in Public Health for Evaluating the Correlation between Mental Health and Age-Related Demographic Characteristics: A General Health Study
por: Haghi, Fereshte, et al.
Publicado: (2022)

Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images
por: Ranjbarzadeh, Ramin, et al.
Publicado: (2021)

Remote-Sensing Image Classification Based on an Improved Probabilistic Neural Network
por: Zhang, Yudong, et al.
Publicado: (2009)

Retracted: Pan-Logical Probabilistic Algorithms Based on Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

The Neural Correlates of Probabilistic Classification Learning in Obsessive-Compulsive Disorder: A Pilot Study
por: Hansmeier, Jana, et al.
Publicado: (2018)

Lung Cancer Detection using Probabilistic Neural Network with modified Crow-Search Algorithm
por: S R, Sannasi Chakravarthy, et al.
Publicado: (2019)

Interval probabilistic neural network
por: Kowalski, Piotr A., et al.
Publicado: (2015)

Osteolysis: A Literature Review of Basic Science and Potential Computer-Based Image Processing Detection Methods
por: Saadi, Soroush Baseri, et al.
Publicado: (2021)

Probabilistic methods for algorithmic discrete mathematics
por: Habib, Michel, et al.
Publicado: (1998)

Hybrid Hypercube Optimization Search Algorithm and Multilayer Perceptron Neural Network for Medical Data Classification
por: Tunay, Mustafa, et al.
Publicado: (2022)

A hybrid breast cancer classification algorithm based on meta-learning and artificial neural networks
por: Han, Luyao, et al.
Publicado: (2022)

Somatic mutation detection and classification through probabilistic integration of clonal population information
por: Dorri, Fatemeh, et al.
Publicado: (2019)

Research on the Effectiveness of Probabilistic Stochastic Convolution Neural Network Algorithm in Physical Education Teaching Evaluation
por: Cui, Wei
Publicado: (2022)

Efficient probabilistic inference in generic neural networks trained with non-probabilistic feedback
por: Orhan, A. Emin, et al.
Publicado: (2017)

Gaussian synapses for probabilistic neural networks
por: Sebastian, Amritanand, et al.
Publicado: (2019)

Probabilistic Models with Deep Neural Networks
por: Masegosa, Andrés R., et al.
Publicado: (2021)

Biomarker Discovery Based on Hybrid Optimization Algorithm and Artificial Neural Networks on Microarray Data for Cancer Classification
por: Moteghaed, Niloofar Yousefi, et al.
Publicado: (2015)

SPA: A Probabilistic Algorithm for Spliced Alignment
por: van Nimwegen, Erik, et al.
Publicado: (2006)

Probabilistic reasoning in expert systems: theory and algorithms
por: Neapolitan, Richard E
Publicado: (1990)

A probabilistic algorithm to process geolocation data
por: Merkel, Benjamin, et al.
Publicado: (2016)

Identification and classification of brain tumor MRI images with feature extraction using DWT and probabilistic neural network
por: Varuna Shree, N., et al.
Publicado: (2018)

DE-PNN: Differential Evolution-Based Feature Optimization with Probabilistic Neural Network for Imbalanced Arrhythmia Classification
por: Nasim, Amnah, et al.
Publicado: (2022)

Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT Images
por: Ranjbarzadeh, Ramin, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_k5if64dr6tm5sdn35ekkh5qvrk