Data-Efficient Histopathology Image Analysis with Deformation Representation Learning

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm49941.2020.9313159 ◽

2020 ◽

Author(s):

Jilan Xu ◽

Junlin Hou ◽

Yuejie Zhang ◽

Rui Feng ◽

Chunyang Ruan ◽

...

Keyword(s):

Image Analysis ◽

Representation Learning ◽

Histopathology Image Analysis

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Weakly Supervised Representation Learning for Endomicroscopy Image Analysis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00934-2_37 ◽

2018 ◽

pp. 326-334 ◽

Author(s):

Yun Gu ◽

Khushi Vyas ◽

Jie Yang ◽

Guang-Zhong Yang

Keyword(s):

Image Analysis ◽

Representation Learning ◽

Weakly Supervised

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Deep Learning with Convolutional Neural Networks for Histopathology Image Analysis

Computational Biology - Automated Reasoning for Systems Biology and Medicine ◽

10.1007/978-3-030-17297-8_17 ◽

2019 ◽

pp. 453-469 ◽

Author(s):

Dragan Bošnački ◽

Natal van Riel ◽

Mitko Veta

Keyword(s):

Neural Networks ◽

Image Analysis ◽

Deep Learning ◽

Convolutional Neural Networks ◽

Histopathology Image Analysis

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Matrix cofactorization for joint representation learning and supervised classification – Application to hyperspectral image analysis

Neurocomputing ◽

10.1016/j.neucom.2019.12.068 ◽

2020 ◽

Vol 385 ◽

pp. 132-147

Author(s):

Adrien Lagrange ◽

Mathieu Fauvel ◽

Stéphane May ◽

José Bioucas-Dias ◽

Nicolas Dobigeon

Keyword(s):

Image Analysis ◽

Supervised Classification ◽

Hyperspectral Image ◽

Representation Learning ◽

Hyperspectral Image Analysis ◽

Joint Representation

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Histopathology Image Analysis in Two Long-Term Animal Experiments with Helical Flow Total Artificial Heart

Artificial Organs ◽

10.1111/aor.12689 ◽

2016 ◽

Vol 40 (12) ◽

pp. 1137-1145 ◽

Author(s):

Jiri Wotke ◽

Pavel Homolka ◽

Jaromír Vasku ◽

Petr Dobsak ◽

Petra Palanova ◽

...

Keyword(s):

Image Analysis ◽

Artificial Heart ◽

Animal Experiments ◽

Helical Flow ◽

Total Artificial Heart ◽

Histopathology Image Analysis

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A Digital Pathology application for whole-slide histopathology image analysis based on genetic algorithm and Convolutional Networks

2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) ◽

10.1109/la-cci.2016.7885738 ◽

2016 ◽

Author(s):

Mateo Puerto ◽

Tania Vargas ◽

Angel Cruz-Roa

Keyword(s):

Genetic Algorithm ◽

Image Analysis ◽

Digital Pathology ◽

Convolutional Networks ◽

Histopathology Image Analysis

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A Survey for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Advances in Intelligent Systems and Computing - Information Technology in Biomedicine ◽

10.1007/978-3-030-23762-2_20 ◽

2019 ◽

pp. 222-233 ◽

Author(s):

Chen Li ◽

Dan Xue ◽

Zhijie Hu ◽

Hao Chen ◽

Yudong Yao ◽

...

Keyword(s):

Neural Networks ◽

Image Analysis ◽

Deep Neural Networks ◽

Histopathology Image Analysis

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Histopathology Image Analysis and Classification Using ARMA Models: Application to Brain Cancer Detection

Current Medical Imaging Formerly Current Medical Imaging Reviews ◽

10.2174/1573405613666170427153750 ◽

2017 ◽

Vol 13 (3) ◽

Author(s):

D. Vaishali ◽

R. Ramesh ◽

C. Gomathy ◽

J. Anita Christaline

Keyword(s):

Image Analysis ◽

Cancer Detection ◽

Brain Cancer ◽

Arma Models ◽

Histopathology Image Analysis

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Deep learning based nuclei detection for quantitative histopathology image analysis

10.32469/10355/59855 ◽

2016 ◽

Author(s):

Laith Al-Zubaidi

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Nuclei Detection ◽

Histopathology Image Analysis

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PathAL: An Active Learning Framework for Histopathology Image Analysis

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3135002 ◽

2021 ◽

pp. 1-1

Author(s):

Wenyuan Li ◽

Jiayun Li ◽

Zichen Wang ◽

Jennifer Polson ◽

Anthony E. Sisk ◽

...

Keyword(s):

Image Analysis ◽

Active Learning ◽

Learning Framework ◽

Histopathology Image Analysis

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Histopathology Image Analysis and Classification for Cancer Detection Using 2D Autoregressive Model

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v10i2.5113 ◽

2015 ◽

Vol 10 (2) ◽

pp. 182 ◽

Author(s):

D. Vaishali ◽

R. Ramesh ◽

J. Anita Christaline

Keyword(s):

Image Analysis ◽

Cancer Detection ◽

Autoregressive Model ◽

Histopathology Image Analysis

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