Sungtae An

According to our database, Sungtae An authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Modeling Latent Dynamics of the Autonomic Nervous System in Response to Trauma Recall and Non-Invasive Vagus Nerve Stimulation.

Asim Hossain Gazi, Sungtae An, Jesus Antonio Sanchez-Perez, Michael Chan, Mohammad Nikbakht, David Jimmy Lin, Shlok Natarajan, Kyle A. Johnsen, J. Douglas Bremner, Jin-Oh Hahn, Omer T. Inan, Christopher J. Rozell

IEEE Trans. Biomed. Eng., January, 2026

2024

Weakly Supervised Deep Learning for Human Activity Recognition.

Sungtae An

PhD thesis, 2024

2023

Early Prediction of Impending Exertional Heat Stroke With Wearable Multimodal Sensing and Anomaly Detection.

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

IEEE J. Biomed. Health Informatics, December, 2023

Synthetic seismocardiogram generation using a transformer-based neural network.

Mohammad Nikbakht, Asim Hossain Gazi, Jonathan Zia, Sungtae An, David Jimmy Lin, Omer T. Inan, Rishikesan Kamaleswaran

J. Am. Medical Informatics Assoc., June, 2023

Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding.

Sungtae An, Nataraj Jammalamadaka, Eunji Chong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Quantifying Asymmetry Between Medial and Lateral Compartment Knee Loading Forces Using Acoustic Emissions.

Hyeon Ki Jeong, Sungtae An, Kinsey Herrin, Keaton Scherpereel, Aaron J. Young, Omer T. Inan

IEEE Trans. Biomed. Eng., 2022

2021

Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing.

Jacob Kimball, Jonathan Zia, Sungtae An, Christopher Rolfes, Jin-Oh Hahn, Michael N. Sawka, Omer T. Inan

IEEE J. Biomed. Health Informatics, 2021

2020

ViVA: Semi-supervised Visualization via Variational Autoencoders.

Sungtae An, Shenda Hong, Jimeng Sun

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Smile: A System to Support Machine Learning on EEG Data at Scale.

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

Proc. VLDB Endow., 2019

Longitudinal Adversarial Attack on Electronic Health Records Data.

Sungtae An, Cao Xiao, Walter F. Stewart, Jimeng Sun

Proceedings of the World Wide Web Conference, 2019