Cargando…

Fuzzy-based Medical X-Ray Image Classification

In this paper, a novel fuzzy scheme for medical X-ray image classification is presented. In this method, each image is partitioned into 25 overlapping subimages and then, we extracted the shape-texture features from shape and directional information of each subimage. In the classification step, we a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ghofrani, Fatemeh, Helfroush, Mohammad Sadegh, Rashidpour, Mahmoud, Kazemi, Kamran
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Medknow Publications & Media Pvt Ltd 2012
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3632044/ https://www.ncbi.nlm.nih.gov/pubmed/23626942

Ejemplares similares

Region-based Active Contour Model based on Markov Random Field to Segment Images with Intensity Non-Uniformity and Noise
por: Shahvaran, Zahra, et al.
Publicado: (2012)

A Hybrid Hierarchical Approach for Brain Tissue Segmentation by Combining Brain Atlas and Least Square Support Vector Machine
por: Kasiri, Keyvan, et al.
Publicado: (2013)

Altered brain structural and functional connectivity in cannabis users
por: Soleimani, Najme, et al.
Publicado: (2023)

A Tool to Investigate Symmetry Properties of Newborns Brain: The Newborns' Symmetric Brain Atlas
por: Noorizadeh, Negar, et al.
Publicado: (2013)

Effect of Multishell Diffusion MRI Acquisition Strategy and Parcellation Scale on Rich-Club Organization of Human Brain Structural Networks
por: Khalilian, Maedeh, et al.
Publicado: (2021)

An Improved Method for Liver Diseases Detection by Ultrasound Image Analysis
por: Owjimehr, Mehri, et al.
Publicado: (2015)

Disrupted Functional Rich-Club Organization of the Brain Networks in Children with Attention-Deficit/Hyperactivity Disorder, a Resting-State EEG Study
por: Ahmadi, Maliheh, et al.
Publicado: (2021)

A Novel CAD System for Mitosis detection Using Histopathology Slide Images
por: Tashk, Ashkan, et al.
Publicado: (2014)

Temporally dynamic neural correlates of drug cue reactivity, response inhibition, and methamphetamine-related response inhibition in people with methamphetamine use disorder
por: Jafakesh, Sara, et al.
Publicado: (2022)

A New Algorithm for Skin Lesion Border Detection in Dermoscopy Images
por: Meskini, E., et al.
Publicado: (2018)

Efficient Thorax Disease Classification and Localization Using DCNN and Chest X-ray Images
por: Ahmad, Zeeshan, et al.
Publicado: (2023)

Artificial Intelligence Based COVID-19 Detection and Classification Model on Chest X-ray Images
por: Althaqafi, Turki, et al.
Publicado: (2023)

Medical X-ray Image Hierarchical Classification Using a Merging and Splitting Scheme in Feature Space
por: Fesharaki, Nooshin Jafari, et al.
Publicado: (2013)

Attention-based VGG-16 model for COVID-19 chest X-ray image classification
por: Sitaula, Chiranjibi, et al.
Publicado: (2020)

DCNN-FuzzyWOA: Artificial Intelligence Solution for Automatic Detection of COVID-19 Using X-Ray Images
por: Saffari, Abbas, et al.
Publicado: (2022)

Evaluation of deep learning-based approaches for COVID-19 classification based on chest X-ray images
por: KC, Kamal, et al.
Publicado: (2021)

Classification of chest X-ray images by incorporation of medical domain knowledge into operation branch networks
por: Tsuji, Takumasa, et al.
Publicado: (2023)

Pre-processing methods in chest X-ray image classification
por: Giełczyk, Agata, et al.
Publicado: (2022)

An adaptive feature extraction method for classification of Covid-19 X-ray images
por: Gündoğar, Zeynep, et al.
Publicado: (2022)

Review of Medical Image Classification using the Adaptive Neuro-Fuzzy Inference System
por: Hosseini, Monireh Sheikh, et al.
Publicado: (2012)

Multiclass Classification of Chest X-Ray Images for the Prediction of COVID-19 Using Capsule Network
por: Ragab, Mahmoud, et al.
Publicado: (2022)

Medical imaging with pixel-detectors and x-rays
por: Pinsky, L
Publicado: (2002)

Classification of COVID-19 in X-ray images with Genetic Fine-tuning()
por: Vieira, Pablo A., et al.
Publicado: (2021)

Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
por: Huang, Guan-Hua, et al.
Publicado: (2022)

One-class Classification for Identifying COVID-19 in X-Ray Images
por: Perez-Careta, Eduardo, et al.
Publicado: (2022)

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)

Radioprotective effects of lentil sprouts against X-ray radiation
por: Haghparast, Abbas, et al.
Publicado: (2017)

Machine Learning with Quantum Seagull Optimization Model for COVID-19 Chest X-Ray Image Classification
por: Ragab, Mahmoud, et al.
Publicado: (2022)

Fast T (2) mapping using multi‐echo spin‐echo MRI: A linear order approach
por: Fatemi, Yaghoub, et al.
Publicado: (2020)

RETRACTED ARTICLE: Periapical dental X-ray image classification using deep neural networks
por: Vasdev, Dipit, et al.
Publicado: (2022)

Artificial intelligence-assisted multistrategy image enhancement of chest X-rays for COVID-19 classification
por: Sun, Hongfei, et al.
Publicado: (2022)

Patient dosimetry for X rays used in medical imaging
por: International Commission on Radiation Units and Measurements. Bethesda
Publicado: (2005)

Medical imaging and consent: when is an X‐ray assault?
por: Lane, Andrea N.
Publicado: (2016)

Model-free classification of X-ray scattering signals applied to image segmentation
por: Lutz-Bueno, V., et al.
Publicado: (2018)

Feature Extraction and Classification on Esophageal X-Ray Images of Xinjiang Kazak Nationality
por: Yang, Fang, et al.
Publicado: (2017)

Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray Images
por: Ahmad, Fareed, et al.
Publicado: (2021)

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images
por: Avola, Danilo, et al.
Publicado: (2022)

COVID-19 classification of X-ray images using deep neural networks
por: Keidar, Daphna, et al.
Publicado: (2021)

COVID-19 chest X-ray image classification in the presence of noisy labels()
por: Ying, Xiaoqing, et al.
Publicado: (2023)

CoroDet: A deep learning based classification for COVID-19 detection using chest X-ray images
por: Hussain, Emtiaz, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_4660454p7h9a2m9bg4es97b1df