FAIRsharing.qky19z; Last edited: Jan. 8, 2019, 1:22 p.m.; Last accessed: Jan 03 2022 7:08 p.m.

metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

MIAS
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Mammographic Image Analysis Society (MIAS) database
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Other names: MIAS, Mammographic Image Analysis Society (MIAS) database

The Mammographic Image Analysis Society database of digital mammograms. Contains the original 322 images (161 pairs) at 50 micron resolution in "Portable Gray Map" (PGM) format and associated truth data.

Webpage:

https://www.repository.cam.ac.uk/handle/1810/250394

Licence:

Name: Creative Commons Attribution v2.0 UK
URL: https://www.repository.cam.ac.uk/handle/1810/250394

Publications: (8)

Publications
More detailed information about this field from each metasource.

Measures of acutance and shape for classification of breast tumors
PMID: 9533580
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Gradient and texture analysis for the classification of mammographic masses
PMID: 11131493
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

A framework for breast cancer classification using Multi-DCNNs
PMID: 33556893
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Breast Mass Detection in Digital Mammogram Based on Gestalt Psychology
PMID: 29854359
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Automated detection of clustered microcalcifications on mammograms: CAD system application to MIAS database
PMID: 9434310
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Classification of mammogram using two-dimensional discrete orthonormal S-transform for breast cancer detection
PMID: 26609404
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

A new approach for detecting abnormalities in mammograms using a computer-aided windowing system based on Otsu's method
PMID: 30931495
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

https://www.repository.cam.ac.uk/handle/1810/250394
metasource: BiŌkeanós-Medsourcing
version: 0.0.1:2022-11-04T13:34:25.975929

Measures of acutance and shape for classification of breast tumors PubMed citations: 30.

30 articles citing: Measures of acutance and shape for classification of breast tumors

Chemotherapeutic nanomaterials in tumor boundary delineation: Prospects for effective tumor treatment. PMID:35755279
Development of 3D MRI-Based Anatomically Realistic Models of Breast Tissues and Tumours for Microwave Imaging Diagnosis. PMID:34960354
Thermography as an Economical Alternative Modality to Mammography for Early Detection of Breast Cancer. PMID:34373775
Multi-marker quantitative radiomics for mass characterization in dedicated breast CT imaging. PMID:33232521
Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review. PMID:32300474
A Novel Hybrid Feature Extraction Model for Classification on Pulmonary Nodules. PMID:30803208
Fuzzy controller design for breast cancer treatment based on fractal dimension using breast thermograms. PMID:30774110
An Effective Two Way Classification of Breast Cancer Images: A Detailed Review. PMID:30583338
Content-Based Image Retrieval System for Pulmonary Nodules Using Optimal Feature Sets and Class Membership-Based Retrieval. PMID:30361935
Comprehensive analysis of lung cancer pathology images to discover tumor shape and boundary features that predict survival outcome. PMID:29991684
Diagnosing Breast Cancer with Microwave Technology: remaining challenges and potential solutions with machine learning. PMID:29783760
Content-Based Image Retrieval System for Pulmonary Nodules: Assisting Radiologists in Self-Learning and Diagnosis of Lung Cancer. PMID:27678255
A Combination of Shape and Texture Features for Classification of Pulmonary Nodules in Lung CT Images. PMID:26738871
Compressive sampling for time critical microwave imaging applications. PMID:26609368
Dependence of Shape-Based Descriptors and Mass Segmentation Areas on Initial Contour Placement Using the Chan-Vese Method on Digital Mammograms. PMID:26379762
Optimization of Network Topology in Computer-Aided Detection Schemes Using Phased Searching with NEAT in a Time-Scaled Framework. PMID:25392680
A new and fast image feature selection method for developing an optimal mammographic mass detection scheme. PMID:25086537
Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model. PMID:24664267
Histological image classification using biologically interpretable shape-based features. PMID:23497380
Fractal analysis in a systems biology approach to cancer. PMID:21514387
Differentiation of urinary stone and vascular calcifications on non-contrast CT images: an initial experience using computer aided diagnosis. PMID:19190962
Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. PMID:19000868
Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers. PMID:18306000
POSTGRESQL-IE: an image-handling extension for PostgreSQL. PMID:18214614
Feature extraction from a signature based on the turning angle function for the classification of breast tumors. PMID:17972137
Classification of breast masses via nonlinear transformation of features based on a kernel matrix. PMID:17659369
Fractal analysis of contours of breast masses in mammograms. PMID:17021926
Classification of breast masses in mammograms using genetic programming and feature selection. PMID:16937210
Acutance, an objective measure of retinal nerve fibre image clarity. PMID:12598447
Boundary modelling and shape analysis methods for classification of mammographic masses. PMID:11094803
Gradient and texture analysis for the classification of mammographic masses PubMed citations: 30.

30 articles citing: Gradient and texture analysis for the classification of mammographic masses

Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation. PMID:35756960
Deep Learning Capabilities for the Categorization of Microcalcification. PMID:35206347
Applying a Random Projection Algorithm to Optimize Machine Learning Model for Breast Lesion Classification. PMID:33493108
Comparison of segmentation-free and segmentation-dependent computer-aided diagnosis of breast masses on a public mammography dataset. PMID:33309994
Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review. PMID:32300474
Multiple Sclerosis Lesions Segmentation in Magnetic Resonance Imaging using Ensemble Support Vector Machine (ESVM). PMID:32039101
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets. PMID:31454710
Detection of masses in mammograms using a one-stage object detector based on a deep convolutional neural network. PMID:30226841
A curated mammography data set for use in computer-aided detection and diagnosis research. PMID:29257132
Radiomics: a new application from established techniques. PMID:28042608
Computer-aided classification of mammographic masses using visually sensitive image features. PMID:27911353
Assessment of a Four-View Mammographic Image Feature Based Fusion Model to Predict Near-Term Breast Cancer Risk. PMID:25851469
A new and fast image feature selection method for developing an optimal mammographic mass detection scheme. PMID:25086537
Reduction of false-positive recalls using a computerized mammographic image feature analysis scheme. PMID:25029964
Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model. PMID:24664267
Automated diagnosis of mammogram images of breast cancer using discrete wavelet transform and spherical wavelet transform features: a comparative study. PMID:24000991
Quantifying tumour heterogeneity with CT. PMID:23545171
Mass segmentation using a combined method for cancer detection. PMID:22784625
Heterogeneity of focal breast lesions and surrounding tissue assessed by mammographic texture analysis: preliminary evidence of an association with tumor invasion and estrogen receptor status. PMID:22649761
Characterizing mammographic images by using generic texture features. PMID:22490545
An improved decision support system for detection of lesions in mammograms using Differential Evolution Optimized Wavelet Neural Network. PMID:22173907
Breast masses detection using phase portrait analysis and fuzzy inference systems. PMID:21987360
Exploring feature-based approaches in PET images for predicting cancer treatment outcomes. PMID:20161266
Classification of hematologic malignancies using texton signatures. PMID:19890460
Effect of pixel resolution on texture features of breast masses in mammograms. PMID:19756865
Multi-modality CADx: ROC study of the effect on radiologists' accuracy in characterizing breast masses on mammograms and 3D ultrasound images. PMID:19375953
Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers. PMID:18306000
Classification of breast masses via nonlinear transformation of features based on a kernel matrix. PMID:17659369
Fractal analysis of contours of breast masses in mammograms. PMID:17021926
Classification of breast masses in mammograms using genetic programming and feature selection. PMID:16937210
A framework for breast cancer classification using Multi-DCNNs PubMed citations: 12.

12 articles citing: A framework for breast cancer classification using Multi-DCNNs

An integrated framework for breast mass classification and diagnosis using stacked ensemble of residual neural networks. PMID:35851592
A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms. PMID:35808433
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm. PMID:35698722
A computer-aided diagnostic framework for coronavirus diagnosis using texture-based radiomics images. PMID:35433024
Breast lesions classifications of mammographic images using a deep convolutional neural network-based approach. PMID:35085352
ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integration. PMID:35026574
A Comprehensive Survey on Deep-Learning-Based Breast Cancer Diagnosis. PMID:34885225
DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity. PMID:34829380
Intelligent Dermatologist Tool for Classifying Multiple Skin Cancer Subtypes by Incorporating Manifold Radiomics Features Categories. PMID:34621146
An Automated In-Depth Feature Learning Algorithm for Breast Abnormality Prognosis and Robust Characterization from Mammography Images Using Deep Transfer Learning. PMID:34571736
Histo-CADx: duo cascaded fusion stages for breast cancer diagnosis from histopathological images. PMID:33987459
MB-AI-His: Histopathological Diagnosis of Pediatric Medulloblastoma and its Subtypes via AI. PMID:33672752
Breast Mass Detection in Digital Mammogram Based on Gestalt Psychology PubMed citations: 4.

4 articles citing: Breast Mass Detection in Digital Mammogram Based on Gestalt Psychology

A novel wavelet decomposition and transformation convolutional neural network with data augmentation for breast cancer detection using digital mammogram. PMID:35396565
Context-Aware Superpixel and Bilateral Entropy-Image Coherence Induces Less Entropy. PMID:33285796
Deep Convolutional Neural Networks-Based Automatic Breast Segmentation and Mass Detection in DCE-MRI. PMID:32454879
Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms. PMID:31814951
Automated detection of clustered microcalcifications on mammograms: CAD system application to MIAS database PubMed citations: 4.

4 articles citing: Automated detection of clustered microcalcifications on mammograms: CAD system application to MIAS database

Radial-searching contour extraction method based on a modified active contour model for mammographic masses. PMID:20821141
CAD for mammography: the technique, results, current role and further developments. PMID:16416275
Multiplexed wavelet transform technique for detection of microcalcification in digitized mammograms. PMID:15692872
Comparison of mammographically guided breast biopsy techniques. PMID:10235520