Haoqi Sun

According to our database, Haoqi Sun authored at least 27 papers between 2014 and 2023.

Collaborative distances:

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

2023

Brain health scores to predict neurological outcomes from electronic health records.

Marta P. B. Fernandes, Haoqi Sun, Zeina Chemali, Shibani S. Mukerji, Lidia M. V. R. Moura, Sahar F. Zafar, Akshata Sonni, Alessandro Biffi, Jonathan Rosand, M. Brandon Westover

Int. J. Medical Informatics, December, 2023

Classification of neurologic outcomes from medical notes using natural language processing.

Marta B. Fernandes, Navid Valizadeh, Haitham Alabsi, Syed A. Quadri, Ryan A. Tesh, Abigail A. Bucklin, Haoqi Sun, Aayushee Jain, Laura Brenner, Elissa M. Ye, Wendong Ge, Sarah I. Collens, Stacie Lin, Sudeshna Das, Gregory K. Robbins, Sahar Zafar, Shibani S. Mukerji, M. Brandon Westover

Expert Syst. Appl., 2023

2022

Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks.

Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover

IEEE Trans. Biomed. Eng., 2022

Age estimation from sleep studies using deep learning predicts life expectancy.

Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

npj Digit. Medicine, 2022

How Machine Learning is Powering Neuroimaging to Improve Brain Health.

Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell B. Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon B. Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J. O'Donnell, Yangming Ou, Yogesh Rathi, Shan H. Siddiqi, Haoqi Sun, M. Brandon Westover, Susan L. Whitfield-Gabrieli, Randy L. Gollub

Neuroinformatics, 2022

Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It.

Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Rajesh Amerineni, Lin Liu, Jimeng Sun, Sahar Zafar, Aaron Struck, Alexander Volfovsky, Cynthia Rudin, M. Brandon Westover

CoRR, 2022

2021

Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation.

Wolfgang Ganglberger, Abigail A. Bucklin, Ryan A. Tesh, Madalena Da Silva Cardoso, Haoqi Sun, Michael J. Leone, Luis Paixao, Ezhil Panneerselvam, Elissa M. Ye, B. Taylor Thompson, Oluwaseun Akeju, David Kuller, Robert J. Thomas, M. Brandon Westover

CoRR, 2021

Automated Respiratory Event Detection Using Deep Neural Networks.

Thijs E. Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A. Bucklin, Siddharth Biswal, Michel J. A. M. van Putten, Robert J. Thomas, M. Brandon Westover

CoRR, 2021

Deep Learning Based Anomaly Detection for Muti-dimensional Time Series: A Survey.

Zhipeng Chen, Zhang Peng, Xueqiang Zou, Haoqi Sun

Proceedings of the Cyber Security - 18th China Annual Conference, 2021

2020

Adaptive Sedation Monitoring From EEG in ICU Patients With Online Learning.

Wei-Long Zheng, Haoqi Sun, Oluwaseun Akeju, M. Brandon Westover

IEEE Trans. Biomed. Eng., 2020

Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning.

Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory K. Robbins, Shibani Mukerji, Sahar Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Bradley T. Hyman, M. Brandon Westover, Deborah Blacker, Sudeshna Das

CoRR, 2020

A Task Execution Framework Based on Aging Indicator and SARIMI.

Minghao Tang, Peng Zhang, Haoqi Sun, Lei Zhang

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019

Automated tracking of level of consciousness and delirium in critical illness using deep learning.

Haoqi Sun, Eyal Kimchi, Oluwaseun Akeju, Sunil Belur Nagaraj, Lauren M. McClain, David W. Zhou, Emily Boyle, Wei-Long Zheng, Wendong Ge, M. Brandon Westover

npj Digit. Medicine, 2019

Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features.

Sam L. Polk, Kimia Kashkooli, Sunil Belur Nagaraj, Shubham Chamadia, James M. Murphy, Haoqi Sun, M. Brandon Westover, Riccardo Barbieri, Oluwaseun Akeju

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System.

Kimia Kashkooli, Sam L. Polk, Shubham Chamadia, Eunice Hahm, Breanna Ethridge, Jacob Gitlin, Reine Ibala, Jennifer Mekonnen, Juan Pedemonte, James M. Murphy, Haoqi Sun, M. Brandon Westover, Oluwaseun Akeju

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Expert-level sleep scoring with deep neural networks.

Siddharth Biswal, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Jimeng Sun, Matt T. Bianchi

J. Am. Medical Informatics Assoc., 2018

HAMLET: Interpretable Human And Machine co-LEarning Technique.

Olivier Deiss, Siddharth Biswal, Jing Jin, Haoqi Sun, M. Brandon Westover, Jimeng Sun

CoRR, 2018

Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network.

Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Mean Field Model of Acute Hepatic Encephalopathy.

Jiang-Ling Song, Haoqi Sun, Jing Jin, Luis Carlos, Lingya Chao, Sydney S. Cash, Rui Zhang, M. Brandon Westover

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography.

Haoqi Sun, Sunil Belur Nagaraj, M. Brandon Westover

Proceedings of the 2018 International Conference on Cyberworlds, 2018

You Snooze, You Win: The PhysioNet/Computing in Cardiology Challenge 2018.

Mohammad M. Ghassemi, Benjamin Moody, Li-Wei H. Lehman, Christopher Song, Qiao Li, Haoqi Sun, M. Brandon Westover, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2018

2017

SLEEPNET: Automated Sleep Staging System via Deep Learning.

Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun

CoRR, 2017

Mobile EEG-based situation awareness recognition for air traffic controllers.

Lee Guan Yeo, Haoqi Sun, Yisi Liu, Fitri Trapsilawati, Olga Sourina, Chun-Hsien Chen, Wolfgang Müller-Wittig, Wei Tech Ang

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016

Learning Polychronous Neuronal Groups Using Joint Weight-Delay Spike-Timing-Dependent Plasticity.

Haoqi Sun, Olga Sourina, Guang-Bin Huang

Neural Comput., 2016

2015

Runtime detection of activated polychronous neuronal group towards its spatiotemporal analysis.

Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Estimating vigilance from EEG using manifold clustering guided by instantaneous lapse rate.

Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang, Felix Klanner, Cornelia Denk, Ralph H. Rasshofer

Proceedings of the 10th International Conference on Information, 2015

2014

iPEAP: integrating multiple omics and genetic data for pathway enrichment analysis.

Haoqi Sun, Haiping Wang, Ruixin Zhu, Kailin Tang, Qin Gong, Juan Cui, Zhiwei Cao, Qi Liu

Bioinform., 2014