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Junbong Jang
Junbong Jang
Cocone M
Verified email at kaist.ac.kr - Homepage
Title
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Year
A deep learning-based segmentation pipeline for profiling cellular morphodynamics using multiple types of live cell microscopy
J Jang, C Wang, X Zhang, HJ Choi, X Pan, B Lin, Y Yu, C Whittle, M Ryan, ...
Cell Reports Methods, 2021
132021
Emerging machine learning approaches to phenotyping cellular motility and morphodynamics
HJ Choi, C Wang, X Pan, J Jang, M Cao, JA Brazzo, Y Bae, K Lee
Physical biology 18 (4), 041001, 2021
122021
A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation
K Vaidyanathan, C Wang, A Krajnik, Y Yu, M Choi, B Lin, J Jang, SJ Heo, ...
Scientific Reports, 2021
72021
Protocol for live cell image segmentation to profile cellular morphodynamics using MARS-Net
J Jang, C Hallinan, K Lee
STAR protocols 3 (3), 101469, 2022
22022
Screening adequacy of unstained thyroid fine needle aspiration samples using a deep learning-based classifier
J Jang, YH Kim, B Westgate, Y Zong, C Hallinan, A Akalin, K Lee
Scientific reports 13 (1), 13525, 2023
12023
Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
J Jang, K Lee, TK Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
Unravelling psychiatric heterogeneity and predicting suicide attempts in women with trauma-related dissociation using artificial intelligence
S Srinivasan, NG Harnett, L Zhang, MK Dahlgren, J Jang, S Lu, ...
European journal of psychotraumatology 13 (2), 2143693, 2022
12022
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow
J Lee, J Jang, D Kim, M Sung, TK Kim
Advances in Neural Information Processing Systems 36, 2024
2024
Fine-Grained Forecasting of COVID-19 Trends at the County Level in the United States
TH Song, L Clemente, X Pan, J Jang, M Santillana, K Lee
medRxiv, 2024
2024
Author Correction: Screening adequacy of unstained thyroid fine needle aspiration samples using a deep learning-based classifier
J Jang, YH Kim, B Westgate, Y Zong, C Hallinan, A Akalin, K Lee
Scientific Reports 13, 2023
2023
FOURIERHANDFLOW: Neural 4D Hand Representation Using Fourier Query Flow—Appendix—
J Lee, J Jang, D Kim, M Sung, TK Kim
Supplementary Material-Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
J Jang, K Lee, TK Kim
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