Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2015.2461671 ◽

2016 ◽

Vol 20 (5) ◽

pp. 1377-1383 ◽

Author(s):

Xiaofan Zhang ◽

Hang Dou ◽

Tao Ju ◽

Jun Xu ◽

Shaoting Zhang

Keyword(s):

Image Analysis ◽

Histopathological Image ◽

Heterogeneous Features ◽

Sparse Autoencoder ◽

Stacked Sparse Autoencoder ◽

Histopathological Image Analysis

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Enhanced Bag of Features Using AlexNet and Improved Biogeography-Based Optimization for Histopathological Image Analysis

2018 Eleventh International Conference on Contemporary Computing (IC3) ◽

10.1109/ic3.2018.8530540 ◽

2018 ◽

Author(s):

Raju Pal ◽

Mukesh Saraswat

Keyword(s):

Image Analysis ◽

Bag Of Features ◽

Histopathological Image ◽

Histopathological Image Analysis

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Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_6 ◽

2017 ◽

pp. 73-95 ◽

Author(s):

Jun Xu ◽

Chao Zhou ◽

Bing Lang ◽

Qingshan Liu

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Histopathological Image ◽

Histopathological Image Analysis

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Histopathological Image Analysis and Classification Techniques for Breast Cancer Detection

Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare ◽

10.1201/9781003146810-8 ◽

2021 ◽

pp. 161-192

Author(s):

Gaurav Makwana ◽

Ram Narayan Yadav ◽

Lalita Gupta

Keyword(s):

Breast Cancer ◽

Image Analysis ◽

Cancer Detection ◽

Breast Cancer Detection ◽

Classification Techniques ◽

Histopathological Image ◽

Histopathological Image Analysis

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Deep Learned Nucleus Features for Breast Cancer Histopathological Image Analysis based on Belief Theoretical Classifier Fusion

TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON) ◽

10.1109/tencon.2019.8929539 ◽

2019 ◽

Author(s):

Kalpana George ◽

Shameer Faziludeen ◽

Praveen Sankaran ◽

Joseph K Paul

Keyword(s):

Breast Cancer ◽

Image Analysis ◽

Classifier Fusion ◽

Histopathological Image ◽

Histopathological Image Analysis

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Histopathological Image Analysis on Mouse Testes for Automated Staging of Mouse Seminiferous Tubule

Digital Pathology - Lecture Notes in Computer Science ◽

10.1007/978-3-030-23937-4_14 ◽

2019 ◽

pp. 117-124

Author(s):

Jun Xu ◽

Haoda Lu ◽

Haixin Li ◽

Xiangxue Wang ◽

Anant Madabhushi ◽

...

Keyword(s):

Image Analysis ◽

Seminiferous Tubule ◽

Histopathological Image ◽

Histopathological Image Analysis

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Glioma Subtypes Clustering Method using Histopathological Image Analysis

2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) ◽

10.1109/iciev.2018.8641031 ◽

2018 ◽

Author(s):

Asami Yonekura ◽

Hiroharu Kawanaka ◽

V. B. Surya Prasath ◽

Bruce J. Aronow ◽

Shinji Tsuruoka

Keyword(s):

Image Analysis ◽

Clustering Method ◽

Histopathological Image ◽

Histopathological Image Analysis

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Deep learning-based histopathological image analysis for automated detection and staging of melanoma

Deep Learning Techniques for Biomedical and Health Informatics ◽

10.1016/b978-0-12-819061-6.00010-0 ◽

2020 ◽

pp. 237-265 ◽

Author(s):

Salah Alheejawi ◽

Mrinal Mandal ◽

Hongming Xu ◽

Cheng Lu ◽

Richard Berendt ◽

...

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Automated Detection ◽

Histopathological Image ◽

Histopathological Image Analysis

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Histopathological image analysis for breast cancer diagnosis by ensembles of convolutional neural networks and genetic algorithms

10.1109/ijcnn52387.2021.9534085 ◽

2021 ◽

Author(s):

Miguel A. Molina-Cabello ◽

Jose A. Rodriguez-Rodriguez ◽

Karl Thurnhofer-Hemsi ◽

Ezequiel Lopez-Rubio

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Genetic Algorithms ◽

Image Analysis ◽

Convolutional Neural Networks ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Histopathological Image ◽

Histopathological Image Analysis

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Semantic knowledge for histopathological image analysis: from ontologies to processing portals and deep learning

13th International Conference on Medical Information Processing and Analysis ◽

10.1117/12.2285916 ◽

2017 ◽

Author(s):

Daniel Racoceanu ◽

Yannick L. Kergosien

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Semantic Knowledge ◽

Histopathological Image ◽

Histopathological Image Analysis

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Computerized Histopathological Image Analysis A review on Multiple Instances

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v5i12.237242 ◽

2017 ◽

Vol 5 (12) ◽

pp. 237-242

Author(s):

Vilas S.Gaikwad ◽

◽

◽

Anilkumar N.Holambe

Keyword(s):

Image Analysis ◽

Histopathological Image ◽

Histopathological Image Analysis

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