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 ◽

Author(s):

Yu-Ting Su ◽

Yao Lu ◽

Mei Chen ◽

An-An Liu

Keyword(s):

Phase Contrast ◽

Phase Contrast Microscopy ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Lstm Network ◽

Microscopy Images

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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 ◽

Phase Contrast Microscopy ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Microscopy Images

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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 ◽

Author(s):

Seungil Huh ◽

Sungeun Eom ◽

Dai Fei Elmer Ker ◽

Lee Weiss ◽

Takeo Kanade

Keyword(s):

Stem Cell ◽

Phase Contrast ◽

Cell Populations ◽

Phase Contrast Microscopy ◽

Hematopoietic Stem ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Stem Cell Populations ◽

Microscopy Images

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Mitosis detection for stem cell tracking in phase-contrast microscopy images

2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro ◽

10.1109/isbi.2011.5872832 ◽

2011 ◽

Author(s):

Seungil Huh ◽

Sungeun Eom ◽

Ryoma Bise ◽

Zhaozheng Yin ◽

Takeo Kanade

Keyword(s):

Stem Cell ◽

Phase Contrast ◽

Cell Tracking ◽

Phase Contrast Microscopy ◽

Stem Cell Tracking ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Microscopy Images

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

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2019.2943228 ◽

2020 ◽

Vol 24 (5) ◽

pp. 1367-1378

Author(s):

Yao Lu ◽

An-An Liu ◽

Mei Chen ◽

Wei-Zhi Nie ◽

Yu-Ting Su

Keyword(s):

Neural Network ◽

Phase Contrast ◽

Deep Neural Network ◽

Phase Contrast Microscopy ◽

Contrast Microscopy ◽

Microscopy Images

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Automated Mitosis Detection of Stem Cell Populations in Phase-Contrast Microscopy Images

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2010.2089384 ◽

2011 ◽

Vol 30 (3) ◽

pp. 586-596 ◽

Author(s):

Seungil Huh ◽

Dai Fei Elmer Ker ◽

R Bise ◽

Mei Chen ◽

Takeo Kanade

Keyword(s):

Stem Cell ◽

Phase Contrast ◽

Cell Populations ◽

Phase Contrast Microscopy ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Stem Cell Populations ◽

Microscopy Images

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

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

10.1007/978-3-642-33415-3_41 ◽

2012 ◽

pp. 331-339 ◽

Author(s):

Seungil Huh ◽

Dai Fei Elmer Ker ◽

Hang Su ◽

Takeo Kanade

Keyword(s):

Phase Contrast ◽

Cell Populations ◽

Adherent Cell ◽

Phase Contrast Microscopy ◽

Contrast Microscopy ◽

Apoptosis Detection ◽

Microscopy Images

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Spatio-Temporal Mitosis Detection in Time-Lapse Phase-Contrast Microscopy Image Sequences: A Benchmark

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3052854 ◽

2021 ◽

pp. 1-1

Author(s):

Yu-Ting Su ◽

Yao Lu ◽

Jing Liu ◽

Mei Chen ◽

An-An Liu

Keyword(s):

Phase Contrast ◽

Image Sequences ◽

Phase Contrast Microscopy ◽

Mitosis Detection ◽

Microscopy Image ◽

Contrast Microscopy ◽

Spatio Temporal

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

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

10.1007/978-3-319-46723-8_79 ◽

2016 ◽

pp. 685-692 ◽

Author(s):

Yunxiang Mao ◽

Zhaozheng Yin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Phase Contrast ◽

Phase Contrast Microscopy ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Microscopy Images

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A Novel Framework for Cellular Tracking and Mitosis Detection in Dense Phase Contrast Microscopy Images

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/titb.2012.2228663 ◽

2013 ◽

Vol 17 (3) ◽

pp. 642-653 ◽

Author(s):

Ketheesan Thirusittampalam ◽

M. Julius Hossain ◽

Ovidiu Ghita ◽

Paul F. Whelan

Keyword(s):

Phase Contrast ◽

Phase Contrast Microscopy ◽

Dense Phase ◽

Mitosis Detection ◽

Contrast Microscopy ◽

Microscopy Images

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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 ◽

Author(s):

Anis Azwani Muhd Suberi ◽

Wan Nurshazwani Wan Zakaria ◽

Razali Tomari ◽

Kue Peng Lim

Keyword(s):

Dendritic Cell ◽

Phase Contrast ◽

Cell Segmentation ◽

Phase Contrast Microscopy ◽

Contrast Microscopy ◽

Microscopy Images

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