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2020 – today
- 2024
[b1]Sungtae An:
Weakly Supervised Deep Learning for Human Activity Recognition. Georgia Institute of Technology, Atlanta, GA, USA, 2024- 2023
- [j5]Mohammad Nikbakht
, Asim Hossain Gazi, Jonathan Zia, Sungtae An, David Jimmy Lin, Omer T. Inan, Rishikesan Kamaleswaran:
Synthetic seismocardiogram generation using a transformer-based neural network. J. Am. Medical Informatics Assoc. 30(7): 1266-1273 (2023) - [j4]Cem Okan Yaldiz, Mark J. Buller, Kristine L. Richardson, Sungtae An, David Jimmy Lin, Aprameya Satish, Kyla Driver, Emma Atkinson, Timothy Mesite, Christopher King, Max Bursey, Meghan Galer, Mindy L. Millard-Stafford, Michael N. Sawka, Alessio Medda, Omer T. Inan:
Early Prediction of Impending Exertional Heat Stroke With Wearable Multimodal Sensing and Anomaly Detection. IEEE J. Biomed. Health Informatics 27(12): 5803-5814 (2023) - [c3]Sungtae An, Nataraj Jammalamadaka, Eunji Chong:
Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding. CVPR Workshops 2023: 3809-3818 - 2022
- [j3]Hyeon Ki Jeong, Sungtae An, Kinsey Herrin, Keaton Scherpereel, Aaron J. Young, Omer T. Inan:
Quantifying Asymmetry Between Medial and Lateral Compartment Knee Loading Forces Using Acoustic Emissions. IEEE Trans. Biomed. Eng. 69(4): 1541-1551 (2022) - 2021
- [j2]Jacob Kimball, Jonathan Zia, Sungtae An, Christopher Rolfes, Jin-Oh Hahn, Michael N. Sawka, Omer T. Inan:
Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing. IEEE J. Biomed. Health Informatics 25(9): 3351-3360 (2021) - 2020
- [c2]Sungtae An, Shenda Hong, Jimeng Sun:
ViVA: Semi-supervised Visualization via Variational Autoencoders. ICDM 2020: 22-31
2010 – 2019
- 2019
- [j1]Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker:
Smile: A System to Support Machine Learning on EEG Data at Scale. Proc. VLDB Endow. 12(12): 2230-2241 (2019) - [c1]Sungtae An, Cao Xiao, Walter F. Stewart, Jimeng Sun:
Longitudinal Adversarial Attack on Electronic Health Records Data. WWW 2019: 2558-2564
Coauthor Index
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