Saliency Map-guided Hierarchical Dense Feature Aggregation Framework for Breast Lesion Classification using Ultrasound Image

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2021.106612 ◽

2021 ◽

pp. 106612

Author(s):

Xiaohui Di ◽

Shengzhou Zhong ◽

Yu Zhang

Keyword(s):

Breast Lesion ◽

Ultrasound Image ◽

Saliency Map ◽

Feature Aggregation ◽

Lesion Classification

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Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning

Pattern Recognition and Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-31332-6_4 ◽

2019 ◽

pp. 41-52 ◽

Cited By ~ 2

Author(s):

Michal Byra ◽

Tomasz Sznajder ◽

Danijel Korzinek ◽

Hanna Piotrzkowska-Wroblewska ◽

Katarzyna Dobruch-Sobczak ◽

...

Keyword(s):

Deep Learning ◽

Image Reconstruction ◽

Breast Lesion ◽

Ultrasound Image ◽

Reconstruction Method ◽

Image Reconstruction Method ◽

Lesion Classification

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Applying a random projection algorithm to optimize machine learning model for breast lesion classification

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2021.3054248 ◽

2021 ◽

pp. 1-1

Author(s):

Morteza Heidari ◽

Sivaramakrishnan Lakshmivarahan ◽

Seyedehnafiseh Mirniaharikandehei ◽

Gopichandh Danala ◽

Sai Kiran R. Maryada ◽

...

Keyword(s):

Machine Learning ◽

Breast Lesion ◽

Random Projection ◽

Learning Model ◽

Projection Algorithm ◽

Machine Learning Model ◽

Lesion Classification

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Automatic ultrasound image enhancement for 2D semi-automatic breast-lesion segmentation

10.1117/12.2042242 ◽

2014 ◽

Author(s):

Kongkuo Lu ◽

Christopher S. Hall

Keyword(s):

Image Enhancement ◽

Breast Lesion ◽

Ultrasound Image ◽

Lesion Segmentation

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Breast lesion classification based on dynamic contrast-enhanced magnetic resonance images sequences with long short-term memory networks

Journal of Medical Imaging ◽

10.1117/1.jmi.6.1.011002 ◽

2018 ◽

Vol 6 (01) ◽

pp. 1 ◽

Cited By ~ 1

Keyword(s):

Magnetic Resonance ◽

Breast Lesion ◽

Short Term Memory ◽

Magnetic Resonance Images ◽

Short Term ◽

Term Memory ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Long Short Term Memory ◽

Lesion Classification

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Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification

Journal of Digital Imaging ◽

10.1007/s10278-010-9298-1 ◽

2010 ◽

Vol 24 (3) ◽

pp. 446-463 ◽

Cited By ~ 66

Author(s):

Shannon C. Agner ◽

Salil Soman ◽

Edward Libfeld ◽

Margie McDonald ◽

Kathleen Thomas ◽

...

Keyword(s):

Breast Lesion ◽

Dce Mri ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Lesion Classification

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An optimal machine learning model for breast lesion classification based on random projection algorithm for feature optimization

Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and Applications ◽

10.1117/12.2580944 ◽

2021 ◽

Author(s):

Morteza Heidari ◽

Seyedehnafiseh Mirniaharikandehei ◽

Abolfazl Zargari Khuzani ◽

Gopichandh Danala ◽

Hung Pham ◽

...

Keyword(s):

Machine Learning ◽

Breast Lesion ◽

Random Projection ◽

Learning Model ◽

Projection Algorithm ◽

Machine Learning Model ◽

Feature Optimization ◽

Optimal Machine ◽

Lesion Classification

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Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms52027.2021.00099 ◽

2021 ◽

Author(s):

Mehmet Akif Gulum ◽

Christopher M. Trombley ◽

Mehmed Kantardzic

Keyword(s):

Deep Learning ◽

Saliency Map ◽

Lesion Classification

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Towards Linking CNN Decisions with Cancer Signs for Breast Lesion Classification from Ultrasound Images

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_32 ◽

2021 ◽

pp. 423-437

Author(s):

Ali Eskandari ◽

Hongbo Du ◽

Alaa AlZoubi

Keyword(s):

Breast Lesion ◽

Ultrasound Images ◽

Lesion Classification

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Residual Feedback Network for Breast Lesion Segmentation in Ultrasound Image

10.1007/978-3-030-87193-2_45 ◽

2021 ◽

pp. 471-481

Author(s):

Ke Wang ◽

Shujun Liang ◽

Yu Zhang

Keyword(s):

Breast Lesion ◽

Ultrasound Image ◽

Lesion Segmentation ◽

Feedback Network

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Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classification

Pattern Recognition ◽

10.1016/j.patcog.2017.05.010 ◽

2017 ◽

Vol 71 ◽

pp. 14-25 ◽

Cited By ~ 39

Author(s):

Yushan Zheng ◽

Zhiguo Jiang ◽

Fengying Xie ◽

Haopeng Zhang ◽

Yibing Ma ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Convolutional Neural Network ◽

Breast Lesion ◽

Histopathological Images ◽

Lesion Classification

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