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First and Second Order Statistics Features for Classification of Magnetic Resonance Brain Images

https://doi.org/10.4236/jsip.2012.32019

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Principal Component Analysis

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Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques

inferred← citeshttps://doi.org/10.1186/s42269-026-01501-zopenalex-snapshot

A lightweight texture-based framework for stroke classification: a radiomics approach in resource-limited clinical settings

inferred← citeshttps://doi.org/10.1186/s42492-022-00108-1openalex-snapshot

Vector textures derived from higher order derivative domains for classification of colorectal polyps

inferred← citeshttps://doi.org/10.1201/9780429317224-5openalex-snapshot

Computer Vision for Brain Tissue Segmentation

inferred← citeshttps://doi.org/10.12928/telkomnika.v17i3.10546openalex-snapshot

A statistical approach on pulmonary tuberculosis detection system based on X-ray image

inferred← citeshttps://doi.org/10.13021/mars/4869openalex-snapshot

Detection of Early Changes in White Matter Degeneration Using Texture Analysis of Magnetic Resonance Images

inferred← citeshttps://doi.org/10.1371/journal.pone.0287349openalex-snapshot

Efficient thermal face recognition method using optimized curvelet features for biometric authentication

inferred← citeshttps://doi.org/10.14569/ijacsa.2016.070462openalex-snapshot

Computational Intelligence Optimization Algorithm Based on Meta-heuristic Social-Spider: Case Study on CT Liver Tumor Diagnosis

inferred← citeshttps://doi.org/10.14569/ijacsa.2019.0100859openalex-snapshot

Deep Transfer Learning Application for Automated Ischemic Classification in Posterior Fossa CT Images

inferred← citeshttps://doi.org/10.15623/ijret.2016.0510048openalex-snapshot

SUPERVISED LEARNING APPROACH FOR BRAIN STROKE CLASSIFICATION USING DEEP LEARNING TECHNIQUES

inferred← citeshttps://doi.org/10.17148/ijarcce.2017.6125openalex-snapshot

Brain Cancer classification Based on Features and Artificial Neural Network

inferred← citeshttps://doi.org/10.17341/gazimmfd.1221952openalex-snapshot

Dalgacık dönüşümü ve Inception v3 evrişimli sinir ağı modeli kullanarak beyin tümörlerinin sınıflandırılması

inferred← citeshttps://doi.org/10.17932/ejoh.2020.022/ejoh_v02i2004openalex-snapshot

Automated Detection of Alzheimer's Disease Using Wavelet Transform with Convolutional Neural Networks

inferred← citeshttps://doi.org/10.18359/rcin.3842openalex-snapshot

Assessment of Image-Texture Improvement Applied to Unmanned Aerial Vehicle Imagery for the Identification of Biotic Stress in Espeletia. Case Study: Moorlands of Chingaza (Colombia)

inferred← citeshttps://doi.org/10.19153/cleiej.19.1.7openalex-snapshot

Combining Leaf Shape and Texture for Costa Rican Plant Species

inferred← citeshttps://doi.org/10.20535/2312-1807.2014.19.1.142300openalex-snapshot

Methods for Alzheimer’s desiease diagnostics

inferred← citeshttps://doi.org/10.20535/2312-1807.2014.19.5.38812openalex-snapshot

Application of karhunen-loeve transormation for human MRI analysis

inferred← citeshttps://doi.org/10.20535/2312-1807.2016.21.3.61454openalex-snapshot

Methods for Аlzheimer’s desiease diagnostics

inferred← citeshttps://doi.org/10.20535/2617-8974.2018.1(1).152119openalex-snapshot

Ранжування статистичних ознак для діагностики хвороби Альцгеймера

inferred← citeshttps://doi.org/10.21123/bsj.2023.7874openalex-snapshot

CFNN for Identifying Poisonous Plants

inferred← citeshttps://doi.org/10.21203/rs.3.rs-1186157/v1openalex-snapshot

Feature Extraction from MRI ADC Images for Brain Tumor Classification Using Machine Learning Techniques

inferred← citeshttps://doi.org/10.21203/rs.3.rs-1186157/v2openalex-snapshot

Feature Extraction from MRI ADC Images for Brain Tumor Classification Using Machine Learning Techniques

inferred← citeshttps://doi.org/10.21203/rs.3.rs-1526430/v1openalex-snapshot

DOCNN: Double Optimized Convolution Neural Network for Brain Abnormalities Segmentation via MRI

inferred← citeshttps://doi.org/10.21203/rs.3.rs-1638192/v1openalex-snapshot

Land Quality Index for Paddy (Orzya sativa L.) Cultivation Area based on Deep Learning Approach using Geographical Information System and Geostatistical Techniques

inferred← citeshttps://doi.org/10.21203/rs.3.rs-4486812/v1openalex-snapshot

Using Realistic Images for Plant Classification and Effect on Classification Difficulty

inferred← citeshttps://doi.org/10.21203/rs.3.rs-8374570/v1openalex-snapshot

A 3D Spatial Color Space Transformation of Automated Glaucoma Detection

inferred← citeshttps://doi.org/10.21275/v5i2.nov153257openalex-snapshot

Characterization of Liver Disease using Image Texture Analysis

inferred← citeshttps://doi.org/10.21533/pen.v7.i3.1787openalex-snapshot

Feature extraction of the brain tumours with the help of MRI, based on symmetry and partitioning

inferred← citeshttps://doi.org/10.21917/ijivp.2018.0270openalex-snapshot

IMPROVED AUTOMATIC DETECTION OF GLAUCOMA USING CUP-TO-DISK RATIO AND HYBRID CLASSIFIERS

inferred← citeshttps://doi.org/10.22075/jrce.2018.14785.1272openalex-snapshot

Second-Order Statistical Texture Representation of Asphalt Pavement Distress Images Based on Local Binary Pattern in Spatial and Wavelet Domain

inferred← citeshttps://doi.org/10.22161/ijaers.4.5.21openalex-snapshot

A Genetic Algorithm Based Feature Selection for Classification of Brain MRI Scan Images Using Random Forest Classifier

inferred← citeshttps://doi.org/10.22214/ijraset.2018.5141openalex-snapshot

Plain Woven Fabric Defect Detection using GLCM based Feature Extraction

inferred← citeshttps://doi.org/10.2298/sjee2203273mopenalex-snapshot

Tumor detection using brain MRI and low-dimension co-occurrence feature approach

inferred← citeshttps://doi.org/10.24017/science.2017.3.11openalex-snapshot

Identify and Classify Normal and Defects of Prunus_armeniaca Using Imaging Techniques

inferred← citeshttps://doi.org/10.24237/djps.1302.197aopenalex-snapshot

Studying The Effect of Cold Plasma on Living Tissues Using Images Texture analysis

inferred← citeshttps://doi.org/10.24996/ijs.2019.60.8.25openalex-snapshot

Textural Analysis of Liver Tumor using Watershed Segmentation based on Statistical and Geometrical features

inferred← citeshttps://doi.org/10.29133/yyutbd.1177796openalex-snapshot

Land Quality Index for Paddy (Oryza sativa L.) Cultivation Area Based on Deep Learning Approach using Geographical Information System and Geostatistical Techniques

inferred← citeshttps://doi.org/10.3233/web-230209openalex-snapshot

Hyperspectral crop image classification via ensemble of classification model with optimal training

inferred← citeshttps://doi.org/10.33387/protk.v3i1.36openalex-snapshot

Ciri Statistis Histogram Citra Sinar-X Untuk Deteksi Tb Paru Dengan Komputer

inferred← citeshttps://doi.org/10.3389/fninf.2019.00046openalex-snapshot

Systematic Differences Between Perceptually Relevant Image Statistics of Brain MRI and Natural Images

inferred← citeshttps://doi.org/10.3389/fphys.2014.00432openalex-snapshot

Fractal analysis of the structural complexity of the connective tissue in human carotid bodies

inferred← citeshttps://doi.org/10.3390/app10238422openalex-snapshot

A Grey Wolf-Based Method for Mammographic Mass Classification

inferred← citeshttps://doi.org/10.3390/app12125942openalex-snapshot

Exploring the Utility of Anonymized EHR Datasets in Machine Learning Experiments in the Context of the MODELHealth Project

inferred← citeshttps://doi.org/10.3390/app13031916openalex-snapshot

Cervical Cancer Diagnosis Based on Multi-Domain Features Using Deep Learning Enhanced by Handcrafted Descriptors

inferred← citeshttps://doi.org/10.3390/cancers14071631openalex-snapshot

Quantifying Tumor Heterogeneity from Multiparametric Magnetic Resonance Imaging of Prostate Using Texture Analysis

inferred← citeshttps://doi.org/10.3390/cancers15041058openalex-snapshot

A Novel Approach for Estimating Ovarian Cancer Tissue Heterogeneity through the Application of Image Processing Techniques and Artificial Intelligence

inferred← citeshttps://doi.org/10.3390/computers11080125openalex-snapshot

Interpretable Lightweight Ensemble Classification of Normal versus Leukemic Cells

inferred← citeshttps://doi.org/10.3390/diagnostics11010110openalex-snapshot

Bone Structure Analysis of the Radius Using Ultrahigh Field (7T) MRI: Relevance of Technical Parameters and Comparison with 3T MRI and Radiography

inferred← citeshttps://doi.org/10.3390/diagnostics15141742openalex-snapshot

Radiographic Evidence of Immature Bone Architecture After Sinus Grafting: A Multidimensional Image Analysis Approach

inferred← citeshttps://doi.org/10.3390/make7020027openalex-snapshot

On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning

inferred← citeshttps://doi.org/10.3390/s141120713openalex-snapshot

An SVM-Based Classifier for Estimating the State of Various Rotating Components in Agro-Industrial Machinery with a Vibration Signal Acquired from a Single Point on the Machine Chassis

inferred← citeshttps://doi.org/10.3390/s17010018openalex-snapshot

A Machine Learning Approach to Pedestrian Detection for Autonomous Vehicles Using High-Definition 3D Range Data

inferred← citeshttps://doi.org/10.3390/s17112644openalex-snapshot

Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries

inferred← citeshttps://doi.org/10.3390/s22176709openalex-snapshot

Machine Learning Model Based on Radiomic Features for Differentiation between COVID-19 and Pneumonia on Chest X-ray

inferred← citeshttps://doi.org/10.35219/ann-ugal-math-phys-mec.2020.1.02openalex-snapshot

Differentiation of brain metastases in MRI image using the first and second-order statistical features

inferred← citeshttps://doi.org/10.35882/teknokes.v15i4.458openalex-snapshot

Comparison of GLCM and First Order Feature Extraction Methods for Classification of Mammogram Images

inferred← citeshttps://doi.org/10.3934/era.2024192openalex-snapshot

Employing combined spatial and frequency domain image features for machine learning-based malware detection

inferred← citeshttps://doi.org/10.4018/978-1-6684-5092-5.ch011openalex-snapshot

Two Enhancement Levels for Male Fertility Rate Categorization Using Whale Optimization and Pegasos Algorithms

inferred← citeshttps://doi.org/10.4018/ijaeis.2020070103openalex-snapshot

Image Features Based Intelligent Apple Disease Prediction System

inferred← citeshttps://doi.org/10.4103/jmp.jmp_104_22openalex-snapshot

Role of Optimal Features Selection with Machine Learning Algorithms for Chest X-ray Image Analysis

inferred← citeshttps://doi.org/10.4236/eng.2017.96033openalex-snapshot

An Approach to Fault Diagnosis of Rotating Machinery Using the Second-Order Statistical Features of Thermal Images and Simplified Fuzzy ARTMAP

inferred← citeshttps://doi.org/10.48550/arxiv.1703.10480openalex-snapshot

A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients

inferred← citeshttps://doi.org/10.51415/10321/2489openalex-snapshot

Development of a web based smart city infrastructure for refuse disposal management

inferred← citeshttps://doi.org/10.5812/ijcm-119301openalex-snapshot

Diagnostic Value of Apparent Diffusion Coefficient Statistics in Differentiating the Glioblastoma Tumors with an Oligodendroglioma and Glioblastomas Without Such Moiety

inferred← citeshttps://doi.org/10.5815/ijigsp.2014.01.04openalex-snapshot

Automatic Fungal Disease Detection based on Wavelet Feature Extraction and PCA Analysis in Commercial Crops

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