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Kazuhiro Sudo
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2020 – today
- 2023
- [j1]Slo-Li Chu, Kazuhiro Sudo
, Hideo Yokota, Kuniya Abe
, Yukio Nakamura, Ming-Dar Tsai
:
Human induced pluripotent stem cell formation and morphology prediction during reprogramming with time-lapse bright-field microscopy images using deep learning methods. Comput. Methods Programs Biomed. 229: 107264 (2023) - 2022
- [c6]Slo-Li Chu, Kazuhiro Sudo, Kuniya Abe, Hideo Yokota, Yukio Nakamura, Guan-Ting Liou, Ming-Dar Tsai:
Prediction of Human Induced Pluripotent Stem Cell Formation Based on Deep Learning Analyses Using Time-lapse Brightfield Microscopy Images. EMBC 2022: 2029-2032 - 2020
- [c5]Slo-Li Chu, Shao-Yu Sung, Ming-Dar Tsai, Kuniya Abe, Kazuhiro Sudo, Yukio Nakamura, Hideo Yokota:
Trend Training Based RNN for Human Induced Pluripotent Stem Cell Reprogramming Prediction Using Time-Lapse Microscopy Images. BIBE 2020: 140-146 - [c4]Slo-Li Chu, Li-Yu Lin, Ming-Dar Tsai, Kuniya Abe, Kazuhiro Sudo, Yukio Nakamura, Hideo Yokota:
CNN Based iPS Cell Formation Stage Classifier for Human iPS Cell Growth Status Prediction Using Time-lapse Microscopy Images. BIBE 2020: 616-621 - [c3]Slo-Li Chu, Kuniya Abe, Hideo Yokota, Kazuhiro Sudo, Yukio Nakamura, Yuan-Hsiang Chang, Liang-Che Fang, Ming-Dar Tsai:
Prediction for Morphology and States of Stem Cell Colonies using a LSTM Network with Progressive Training Microscopy Images. EMBC 2020: 1820-1823
2010 – 2019
- 2019
- [c2]Yuan-Hsiang Chang, Kuniya Abe, Hideo Yokota, Kazuhiro Sudo, Yukio Nakamura, Slo-Li Chu, Chih-Yung Hsu, Ming-Dar Tsai:
Human Induced Pluripotent Stem Cell Reprogramming Prediction in Microscopy Images using LSTM based RNN. EMBC 2019: 2416-2419 - 2017
- [c1]Yuan-Hsiang Chang, Kuniya Abe, Hideo Yokota, Kazuhiro Sudo, Yukio Nakamura, Cheng-Yu Lin, Ming-Dar Tsai:
Human induced pluripotent stem cell region recognition in microscopy images using Convolutional Neural Networks. EMBC 2017: 4058-4061
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