Sequential Saliency Guided Deep Neural Network for Joint Mitosis Identification and Localization in Time-Lapse Phase Contrast Microscopy Images

Contrast Microscopy ◽

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 - Lecture Notes in Computer Science ◽

Apoptosis Detection for Adherent Cell Populations in Time-Lapse Phase-Contrast Microscopy Images

10.1007/978-3-642-33415-3_41 ◽

2012 ◽

pp. 331-339 ◽

Cited By ~ 11

Author(s):

Seungil Huh ◽

Dai Fei Elmer Ker ◽

Hang Su ◽

Takeo Kanade

Keyword(s):

Phase Contrast ◽

Time Lapse ◽

Cell Populations ◽

Adherent Cell ◽

Contrast Microscopy ◽

Apoptosis Detection ◽

Automatic neuron segmentation and neural network analysis method for phase contrast microscopy images

Biomedical Optics Express ◽

10.1364/boe.6.004395 ◽

2015 ◽

Vol 6 (11) ◽

pp. 4395 ◽

Cited By ~ 5

Author(s):

Jincheng Pang ◽

Nurdan Özkucur ◽

Michael Ren ◽

David L. Kaplan ◽

Michael Levin ◽

...

Keyword(s):

Neural Network ◽

Network Analysis ◽

Phase Contrast ◽

Analysis Method ◽

Neural Network Analysis ◽

Contrast Microscopy ◽

Deep Reinforcement Learning Based Progressive Sequence Saliency Discovery Network for Mitosis Detection In Time-Lapse Phase-Contrast Microscopy Images

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2020.3019042 ◽

2020 ◽

pp. 1-1

Author(s):

Yuting Su ◽

Yao Lu ◽

Mei Chen ◽

An-An Liu

Keyword(s):

Reinforcement Learning ◽

Phase Contrast ◽

Time Lapse ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 - Lecture Notes in Computer Science ◽

A Hierarchical Convolutional Neural Network for Mitosis Detection in Phase-Contrast Microscopy Images

10.1007/978-3-319-46723-8_79 ◽

2016 ◽

pp. 685-692 ◽

Cited By ~ 10

Author(s):

Yunxiang Mao ◽

Zhaozheng Yin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Phase Contrast ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Spatiotemporal Joint Mitosis Detection Using CNN-LSTM Network in Time-Lapse Phase Contrast Microscopy Images

IEEE Access ◽

10.1109/access.2017.2745544 ◽

2017 ◽

Vol 5 ◽

pp. 18033-18041 ◽

Cited By ~ 13

Author(s):

Yu-Ting Su ◽

Yao Lu ◽

Mei Chen ◽

An-An Liu

Keyword(s):

Phase Contrast ◽

Time Lapse ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Lstm Network ◽

Mitosis detection of hematopoietic stem cell populations in time-lapse phase-contrast microscopy images

2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2012.6235566 ◽

2012 ◽

Cited By ~ 4

Author(s):

Seungil Huh ◽

Sungeun Eom ◽

Dai Fei Elmer Ker ◽

Lee Weiss ◽

Takeo Kanade

Keyword(s):

Stem Cell ◽

Phase Contrast ◽

Time Lapse ◽

Cell Populations ◽

Hematopoietic Stem ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Stem Cell Populations ◽

Optimization of overlapping dendritic cell segmentation in phase contrast microscopy images

2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES) ◽

10.1109/iecbes.2016.7843451 ◽

2016 ◽

Cited By ~ 1

Author(s):

Anis Azwani Muhd Suberi ◽

Wan Nurshazwani Wan Zakaria ◽

Razali Tomari ◽

Kue Peng Lim

Keyword(s):

Dendritic Cell ◽

Phase Contrast ◽

Cell Segmentation ◽

Contrast Microscopy ◽

Lecture Notes in Computer Science - Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 ◽

Two-Stream Bidirectional Long Short-Term Memory for Mitosis Event Detection and Stage Localization in Phase-Contrast Microscopy Images

10.1007/978-3-319-66185-8_7 ◽

2017 ◽

pp. 56-64 ◽

Cited By ~ 5

Author(s):

Yunxiang Mao ◽

Zhaozheng Yin

Keyword(s):

Event Detection ◽

Phase Contrast ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Contrast Microscopy ◽

Long Short Term Memory ◽

Cell mitosis event analysis in phase contrast microscopy images using deep learning

Medical Image Analysis ◽

10.1016/j.media.2019.06.011 ◽

2019 ◽

Vol 57 ◽

pp. 32-43 ◽

Cited By ~ 1

Author(s):

Yunxiang Mao ◽

Liang Han ◽

Zhaozheng Yin

Keyword(s):

Deep Learning ◽

Phase Contrast ◽

Event Analysis ◽

Contrast Microscopy ◽

Cell Mitosis ◽

Segmentation of bone marrow stromal cells in phase contrast microscopy images

2008 23rd International Conference Image and Vision Computing New Zealand ◽

10.1109/ivcnz.2008.4762144 ◽

2008 ◽

Cited By ~ 10

Author(s):

Christopher J. Bradhurst ◽

Wageeh Boles ◽

Yin Xiao

Keyword(s):

Bone Marrow ◽

Stromal Cells ◽

Bone Marrow Stromal Cells ◽

Phase Contrast ◽

Marrow Stromal Cells ◽

Contrast Microscopy ◽