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Keyword

mammogram classification

Description: The assignment of mammograms to diagnostic or descriptive categories, often using image-processing or machine-learning methods.
OpenAlex ID: keywords/mammogram-classification
A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique
2021 · Abeer Saber, Mohamed Sakr, et al. · IEEE Access · 422
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ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging
2011 · Jinchang Ren · Knowledge-Based Systems · 261
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Classification of mammogram for early detection of breast cancer using SVM classifier and Hough transform
2019 · R. Vijayarajeswari, P. Parthasarathy, et al. · Measurement · 254
Mammogram classification using two dimensional discrete wavelet transform and gray-level co-occurrence matrix for detection of breast cancer
2014 · Shradhananda Beura, Banshidhar Majhi, et al. · Neurocomputing · 214
Benign and malignant classification of mammogram images based on deep learning
2019 · Hua Li, Shasha Zhuang, et al. · Biomedical Signal Processing and Control · 201
Multi-View Feature Fusion Based Four Views Model for Mammogram Classification Using Convolutional Neural Network
2019 · Hasan Nasir Khan, Ahmad Raza Shahid, et al. · IEEE Access · 177
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Inconsistent Performance of Deep Learning Models on Mammogram Classification
2020 · Xiaoqin Wang, Gongbo Liang, et al. · Journal of the American College of Radiology · 176
Three-Class Mammogram Classification Based on Descriptive CNN Features
2017 · M. Mohsin Jadoon, Qianni Zhang, et al. · BioMed Research International · 170
Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN)
2019 · S. Akila Agnes, J. Anitha, et al. · Journal of Medical Systems · 163
Conditional Infilling GANs for Data Augmentation in Mammogram Classification
2018 · Eric Wu, Kevin Wu, et al. · Lecture notes in computer science · 162
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A Multi-scale CNN and Curriculum Learning Strategy for Mammogram Classification
2017 · William Lotter, Greg Sorensen, et al. · Lecture notes in computer science · 153
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Mammograms Classification Using Gray-level Co-occurrence Matrix and Radial Basis Function Neural Network
2015 · Mellisa Pratiwi, Alexander, et al. · Procedia Computer Science · 144
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Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)
2021 · Maleika Heenaye-Mamode Khan, Nazmeen Boodoo-Jahangeer, et al. · PLoS ONE · 138
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Breast cancer detection using convolutional neural networks for mammogram imaging system
2017 · Y. J. Tan, K. S. Sim, et al. · 128
Automatic Detection and Classification of Mammograms Using Improved Extreme Learning Machine with Deep Learning
2021 · S.R. Sannasi Chakravarthy, H. Rajaguru · IRBM · 127
Vision-Transformer-Based Transfer Learning for Mammogram Classification
2023 · Gelan Ayana, Kokeb Dese, et al. · Diagnostics · 116
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Quantum transfer learning for breast cancer detection
2022 · Vanda Azevedo, Carla Silva, et al. · Quantum Machine Intelligence · 115
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Breast Cancer Mammograms Classification Using Deep Neural Network and Entropy-Controlled Whale Optimization Algorithm
2022 · Saliha Zahoor, Umar Shoaib, et al. · Diagnostics · 114
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Supervised and unsupervised pattern recognition: feature extraction and computational intelligence
2000 · E. Micheli-Tzanakou · Thammasat University Digital Collections · 114
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification
2021 · Zhuoning Yuan, Yan Yan, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 111
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Federated learning aided breast cancer detection with intelligent Heuristic-based deep learning framework
2023 · Savita Kumbhare, Atul B.Kathole, et al. · Biomedical Signal Processing and Control · 104
Analysis of mammogram classification using a wavelet transform decomposition
2002 · Cristiane Bastos Rocha Ferreira, Dı́bio Leandro Borges · Pattern Recognition Letters · 99
Deep feature–based automatic classification of mammograms
2020 · Ridhi Arora, Prateek Kumar Rai, et al. · Medical & Biological Engineering & Computing · 96
Deep convolutional neural network and emotional learning based breast cancer detection using digital mammography
2021 · Naveed Chouhan, Asifullah Khan, et al. · Computers in Biology and Medicine · 89
Transfer Learning and Fine Tuning in Breast Mammogram Abnormalities Classification on CBIS-DDSM Database
2020 · Lenin G. Falconi, Maria Perez, et al. · Advances in Science Technology and Engineering Systems Journal · 87
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Works count: 882
Citation count: 11,060
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