Sungtae An

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Greenhouse Gases

Information Bottleneck

Top Venues

IEEE J. Biomed. Health Informatics

Proc. VLDB Endow.

J. Am. Medical Informatics Assoc.

Publications

Cem O. 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) (2023)
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) (2023)
Sungtae An, Nataraj Jammalamadaka, Eunji Chong
Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding. CVPR Workshops (2023)
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) (2022)
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) (2021)
Sungtae An, Shenda Hong, Jimeng Sun
ViVA: Semi-supervised Visualization via Variational Autoencoders. ICDM (2020)
Sungtae An, Cao Xiao, Walter F. Stewart, Jimeng Sun
Longitudinal Adversarial Attack on Electronic Health Records Data. WWW (2019)
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) (2019)