Kuniya Abe

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Microscopy Images

Top Venues

Comput. Methods Programs Biomed.

Nucleic Acids Res.

Publications

Slo-Li Chu, Kuniya Abe, Kuan-Ting Lin, Hideo Yokota, Dooseon Cho, Ming-Dar Tsai
Quantitative Analyses for Early Tempo-spatial Patterning of Differentiated Human Induced Pluripotent Stem Cells on Micropatterns using Time-lapse Bright-field Microscopy Images. EMBC (2023)
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 (2023)
Slo-Li Chu, Hideo Yokota, Hao-Lun Hsieh, Kuniya Abe, Dooseon Cho, Ming-Dar Tsai
Quantitative Analysis of Differentiation Activity for Mouse Embryonic Stem Cells by Deep Learning for Cell Center Detection using Three-Dimensional Confocal Fluorescence Microscopy Images. EMBC (2023)
Slo-Li Chu, Hideo Yokota, Kuniya Abe, Dooseon Cho, Ming-Dar Tsai
U-net structures for segmentation of single mouse embryonic stem cells using three-dimensional confocal microscopy images. EMBC (2022)
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)
Slo-Li Chu, Kuniya Abe, Hideo Yokota, Dooseon Cho, Yuan-Hao Chen, Ming-Dar Tsai
High Resolution U-Net for Quantitatively Analyzing Early Spatial Patterning of Human Induced Pluripotent Stem Cells on Micropatterns. EMBC (2021)
Hideo Yokota, Kuniya Abe, Yuan-Hsiang Chang, Dooseon Cho, Ming-Dar Tsai, Pin-Han Huang
Visualization and quantitative analyses for mouse embryonic stem cell tracking by manipulating hierarchical data structures using time-lapse confocal microscopy images. EMBC (2021)
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)
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)
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)
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)
Imad Abugessaisa, Shuhei Noguchi, Michael Böttcher, Akira Hasegawa, Tsukasa Kouno, Sachi Kato, Yuhki Tada, Hiroki Ura, Kuniya Abe, Jay W. Shin, Charles Plessy, Piero Carninci, Takeya Kasukawa
SCPortalen: human and mouse single-cell centric database. Nucleic Acids Res. 46 (Database-Issue) (2018)
Yuan-Hsiang Chang, Hideo Yokota, Kuniya Abe, Ming-Dar Tsai
Three-Dimensional Segmentation of Mouse Embryonic Stem Cell Nuclei for Quantitative Analysis of Differentiation Activity Using Time-Lapse Fluorescence Microscopy Images. BIBE (2018)
Yuan-Hsiang Chang, Hideo Yokota, Kuniya Abe, Chun-Chi Chen, Ming-Dar Tsai
3D Segmentation, Visualization and Quantitative Analysis of Differentiation Activity for Mouse Embryonic Stem Cells using Time-Lapse Fluorescence Microscopy Images. BIBE (2017)
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)
Yuan-Hsiang Chang, Hideo Yokota, Kuniya Abe, Chih-Cheng Li, Ming-Dar Tsai
Fluorescence Microscopy Image Processing and Visualization for Analyzing Cell Kinematics, Proliferation and Attachment in Mouse Embryonic Stem Cell Culture. BIBE (2016)
Yuan-Hsiang Chang, Hideo Yokota, Kuniya Abe, Jung Hsien Liu, Ming-Dar Tsai
Detection and localization of mouse induced pluripotent stem cell formation using time-lapse fluorescence microscopy images. EMBC (2016)