Yu-Min Chung

ScholarGPS® ID: 65256875231862

Affiliation

Eli Lilly and Company, Indianapolis, United States

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Statistics

Top Specialties

Computer Vision | Pattern Recognition

Metrics Summary

Publication Count

Predicted Citations

118

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Topological data analysis assisted automated sleep stage scoring using airflow signals (journal article) Chung, Yu-Min \| Huang, Whitney K. \| Wu, Hau-Tieng Biomedical Signal Processing and Control, volume 89 (2024). 10.1016/j.bspc.2023.105760 Cited by (1) \| Cite \| Source
Automatic Eating Behavior Detection from Wrist Motion Sensor Using Bayesian, Gradient Boosting, and Topological Persistence Methods (conference) Chung, Yu-Min \| Nikooienejad, Amir \| Zhang, Bo 2022 IEEE International Conference on Big Data (Big Data) (2022) Osaka, Japan 10.1109/BigData55660.2022.10021031 Cited by (1) \| Cite \| Source
Stable Topological Feature Vectors via Hermite Function Expansion on Persistence Curves (conference) Chung, Yu-Min 2022 IEEE International Conference on Big Data (Big Data) (2022) Osaka, Japan 10.1109/BigData55660.2022.10020423 Cited by (1) \| Cite \| Source
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression (journal article) Huang, Whitney K. \| Chung, Yu-Min \| Wang, Yu-Bo \| Mandel, Jeff E. \| Wu, Hau-Tieng Computational Statistics & Data Analysis, volume 174 (2022). 10.1016/j.csda.2021.107384 Cited by (2) \| Cite \| Source
A multi-parameter persistence framework for mathematical morphology (journal article) Chung, Yu-Min \| Day, Sarah \| Hu, Chuan-Shen Scientific Reports, volume 12, issue 1 (2022). 10.1038/s41598-022-09464-7 Cited by (5) \| Cite \| Source
Persistence Curves: A canonical framework for summarizing persistence diagrams (journal article) Chung, Yu-Min \| Lawson, Austin Advances in Computational Mathematics, volume 48, issue 1 (2022). 10.1007/s10444-021-09893-4 Cited by (18) \| Cite \| Source
A density-based approach to feature detection in persistence diagrams for firn data (journal article) Lawson, Austin \| Hoffman, Tyler \| Chung, Yu-Min \| Keegan, Kaitlin \| Day, Sarah Foundations of Data Science, volume 4, issue 4, pages 623-639 (2022). 10.3934/fods.2021012 Cited by (2) \| Cite \| Source
TopoResNet: A Hybrid Deep Learning Architecture and Its Application to Skin Lesion Classification (journal article) Hu, Chuan-Shen \| Lawson, Austin \| Chen, Jung-Sheng \| Chung, Yu-Min \| Smyth, Clifford \| Yang, Shih-Min Mathematics, volume 9, issue 22, pages 2924- (2021). 10.3390/math9222924 Cited by (6) \| Cite \| Source
Two-parameter Persistence for Images via Distance Transform (conference) Hu, Chuan-Shen \| Lawson, Austin \| Chung, Yu-Min \| Keegan, Kaitlin 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (2021) Montreal, BC, Canada 10.1109/ICCVW54120.2021.00464 Cited by (3) \| Cite \| Source
A Sheaf and Topology Approach to Detecting Local Merging Relations in Digital Images (conference) Hu, Chuan-Shen \| Chung, Yu-Min 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2021) Nashville, TN, USA 10.1109/CVPRW53098.2021.00496 Cited by (1) \| Cite \| Source
A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification (journal article) Chung, Yu-Min \| Hu, Chuan-Shen \| Lo, Yu-Lun \| Wu, Hau-Tieng Frontiers in Physiology, volume 12 (2021). 10.3389/fphys.2021.637684 Cited by (25) \| Cite \| Source
A Hybrid Metric based on Persistent Homology and its Application to Signal Classification (conference) Lawson, Austin \| Chung, Yu-Min \| Cruse, William 2020 25th International Conference on Pattern Recognition (ICPR) (2021) Milan, Italy 10.1109/ICPR48806.2021.9412768 Cited by (2) \| Cite \| Source
Topological Estimation of 2D Image Data via Subsampling and Application to Firn (journal article) Belotti, Victoria \| Jester, Matthew \| Keegan, Kaitlin \| Chung, Yu-Min \| Day, Sarah IEEE Access, volume 9 (2021). 10.1109/ACCESS.2021.3050377 Cite \| Source
Smooth Summaries of Persistence Diagrams and Texture Classification (conference) Chung, Yu-Min \| Hull, Michael \| Lawson, Austin 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2020) Seattle, WA, USA 10.1109/CVPRW50498.2020.00428 Cited by (6) \| Cite \| Source
Topological approaches to skin disease image analysis (conference) Chung, Yu-Min \| Hu, Chuan-Shen \| Lawson, Austin \| Smyth, Clifford 2018 IEEE International Conference on Big Data (Big Data) (2018) Seattle, WA, USA 10.1109/BigData.2018.8622175 Cited by (12) \| Cite \| Source
Topological Fidelity and Image Thresholding: A Persistent Homology Approach (journal article) Chung, Yu-Min \| Day, Sarah Journal of Mathematical Imaging and Vision, volume 60, issue 7, pages 1167-1179 (2018). 10.1007/s10851-018-0802-4 Cited by (10) \| Cite \| Source