Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging
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9789811507977, 9789811507984

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Neighborhood-Correction Algorithm for Classification of Normal and Malignant Cells

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_8 ◽

2019 ◽

pp. 73-82 ◽

Author(s):

Yongsheng Pan ◽

Mingxia Liu ◽

Yong Xia ◽

Dinggang Shen

Keyword(s):

Malignant Cells ◽

Correction Algorithm

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Ensemble Convolutional Neural Networks for Cell Classification in Microscopic Images

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_5 ◽

2019 ◽

pp. 43-51

Author(s):

Tian Shi ◽

Longshi Wu ◽

Changhong Zhong ◽

Ruixuan Wang ◽

Weishi Zheng

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Cell Classification ◽

Microscopic Images

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Deep Learning for Classifying of White Blood Cancer

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_4 ◽

2019 ◽

pp. 33-41

Author(s):

Yifan Ding ◽

Yujia Yang ◽

Yan Cui

Keyword(s):

Deep Learning ◽

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Leukemic B-Lymphoblast Cell Detection with Monte Carlo Dropout Ensemble Models

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_13 ◽

2019 ◽

pp. 123-130

Author(s):

Hao-Yu Yang ◽

Lawrence H. Staib

Keyword(s):

Monte Carlo ◽

Cell Detection ◽

Ensemble Models

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Classification of Normal Versus Malignant Cells in B-ALL Microscopic Images Based on a Tiled Convolution Neural Network Approach

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_11 ◽

2019 ◽

pp. 103-111

Author(s):

Pouyan Mohajerani ◽

Vasilis Ntziachristos

Keyword(s):

Neural Network ◽

Convolution Neural Network ◽

Malignant Cells ◽

Network Approach ◽

Neural Network Approach ◽

Microscopic Images

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DeepMEN: Multi-model Ensemble Network for B-Lymphoblast Cell Classification

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_9 ◽

2019 ◽

pp. 83-93

Author(s):

Fenrui Xiao ◽

Ruifeng Kuang ◽

Zhonghong Ou ◽

Baiqiao Xiong

Keyword(s):

Model Ensemble ◽

Cell Classification

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Classification of Normal and Leukemic Blast Cells in B-ALL Cancer Using a Combination of Convolutional and Recurrent Neural Networks

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_3 ◽

2019 ◽

pp. 23-31 ◽

Author(s):

Salman Shah ◽

Wajahat Nawaz ◽

Bushra Jalil ◽

Hassan Aqeel Khan

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Leukemic Blast ◽

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Classification of Leukemic B-Lymphoblast Cells from Blood Smear Microscopic Images with an Attention-Based Deep Learning Method and Advanced Augmentation Techniques

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_2 ◽

2019 ◽

pp. 13-22

Author(s):

Christian Marzahl ◽

Marc Aubreville ◽

Jörn Voigt ◽

Andreas Maier

Keyword(s):

Deep Learning ◽

Blood Smear ◽

Learning Method ◽

Microscopic Images ◽

Augmentation Techniques ◽

Lymphoblast Cells

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Classification of Cancer Microscopic Images via Convolutional Neural Networks

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_15 ◽

2019 ◽

pp. 141-147

Author(s):

Mohammad Azam Khan ◽

Jaegul Choo

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Microscopic Images

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Acute Lymphoblastic Leukemia Cells Image Analysis with Deep Bagging Ensemble Learning

Lecture Notes in Bioengineering - ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging ◽

10.1007/978-981-15-0798-4_12 ◽

2019 ◽

pp. 113-121 ◽

Author(s):

Ying Liu ◽

Feixiao Long

Keyword(s):

Image Analysis ◽

Acute Lymphoblastic Leukemia ◽

Ensemble Learning ◽

Lymphoblastic Leukemia ◽

Leukemia Cells ◽

Bagging Ensemble

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