Enhancing breast cancer segmentation and classification: An Ensemble Deep Convolutional Neural Network and U-net approach on ultrasound images

References

Page 1

	Year	Citations
A Threshold Selection Method from Gray-Level Histograms Nobuyuki Otsu IEEE Transactions on Systems Man and Cybernetics Image AnalysisMachine VisionEngineeringData MiningPattern Recognition	1979	42.3K
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Natural Language ProcessingMultimodal LlmConvolutional Neural NetworkMachine VisionMachine Learning	2017	20.1K
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet Convolutional Neural NetworkEngineeringMachine LearningInception ModulesImage Analysis	2017	18.2K
Snakes: Active contour models Michael Kass, Andrew Witkin, Demetri Terzopoulos International Journal of Computer Vision Geometric ModelingImage AnalysisMachine VisionEngineeringBiomedical Imaging	1988	17K
A survey on Image Data Augmentation for Deep Learning Connor Shorten, Taghi M. Khoshgoftaar Journal Of Big Data Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Analysis	2019	11.6K
Fast approximate energy minimization via graph cuts Yuri Boykov, Olga Veksler, Ramin Zabih IEEE Transactions on Pattern Analysis and Machine Intelligence Graph SparsityEngineeringVideo ProcessingEnergy MinimizationImage Analysis	2001	7K
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning Long Chen, Hanwang Zhang, Jun Xiao, Natural Language ProcessingMultimodal LlmConvolutional Neural NetworkImage AnalysisMachine Learning	2017	2K
Dataset of breast ultrasound images Walid Al-Dhabyani, Mohammed Mohammed Mohammed Gomaa, Hussien Khaled, Data in Brief	2019	1.9K
Image Segmentation Using K -means Clustering Algorithm and Subtractive Clustering Algorithm Nameirakpam Dhanachandra, Khumanthem Manglem, Yambem Jina Chanu Procedia Computer Science Subtractive Clustering AlgorithmClustering (Nuclear Physics)Image AnalysisMedial FilterEngineering	2015	1.1K
Classification of breast cancer histology images using Convolutional Neural Networks Teresa Araújo, Guilherme Aresta, Eduardo Castro, PLoS ONE Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyPathology	2017	993

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