Adaptive Sedation Monitoring from EEG in ICU Patients with Online Learning

od Zheng, Wei-Long, Sun, Haoqi, Akeju, Oluwaseun, Westover, M. Brandon
Wydane w IEEE Trans Biomed Eng (2019)

Expert-level sleep scoring with deep neural networks

od Biswal, Siddharth, Sun, Haoqi, Goparaju, Balaji, Westover, M Brandon, Sun, Jimeng, Bianchi, Matt T
Wydane w J Am Med Inform Assoc (2018)

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

od Sun, Haoqi, Nagaraj, Sunil B., Akeju, Oluwaseun, Purdon, Patrick L., Brandon Westover, M.
Wydane w Conf Proc IEEE Eng Med Biol Soc (2018)

Development and Validation of Forecasting Next Reported Seizure Using e-Diaries

od Goldenholz, Daniel M., Goldenholz, Shira R., Romero, Juan, Moss, Rob, Sun, Haoqi, Westover, Brandon
Wydane w Ann Neurol (2020)

The development and validation of a social media fatigue scale: From a cognitive-behavioral-emotional perspective

od Zhang, Shiyi, Shen, Yanni, Xin, Tao, Sun, Haoqi, Wang, Yilu, Zhang, Xiaotong, Ren, Siheng
Wydane w PLoS One (2021)

Excess brain age in the sleep electroencephalogram predicts reduced life expectancy

od Paixao, Luis, Sikka, Pooja, Sun, Haoqi, Jain, Aayushee, Hogan, Jacob, Thomas, Robert, Westover, M. Brandon
Wydane w Neurobiol Aging (2019)

Large-Scale Automated Sleep Staging

od Sun, Haoqi, Jia, Jian, Goparaju, Balaji, Huang, Guang-Bin, Sourina, Olga, Bianchi, Matt Travis, Westover, M Brandon
Wydane w Sleep (2017)

A Mean Field Model of Acute Hepatic Encephalopathy

od Song, Jiangling, Sun, Haoqi, Jing, Jin, Carlos, Luis, Chao, Lingya, Cash, Sydney S, Zhang, Rui, Westover, M.Brandon
Wydane w Conf Proc IEEE Eng Med Biol Soc (2018)

Association of Sleep Electroencephalography-Based Brain Age Index With Dementia

od Ye, Elissa, Sun, Haoqi, Leone, Michael J., Paixao, Luis, Thomas, Robert J., Lam, Alice D., Westover, M. Brandon
Wydane w JAMA Netw Open (2020)

Postoperative delirium mediates 180-day mortality in orthopaedic trauma patients

od Pedemonte, Juan C., Sun, Haoqi, Franco-Garcia, Esteban, Zhou, Carmen, Heng, Marilyn, Quraishi, Sadeq A., Westover, Brandon, Akeju, Oluwaseun
Wydane w Br J Anaesth (2021)

Detection of mesial temporal lobe epileptiform discharges on intracranial electrodes using deep learning

od Jaoude, Maurice Abou, Jing, Jin, Sun, Haoqi, Jacobs, Claire S., Pellerin, Kyle R., Westover, M. Brandon, Cash, Sydney S., Lam, Alice D.
Wydane w Clin Neurophysiol (2019)

Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning

od Abou Jaoude, Maurice, Sun, Haoqi, Pellerin, Kyle R, Pavlova, Milena, Sarkis, Rani A, Cash, Sydney S, Westover, M Brandon, Lam, Alice D
Wydane w Sleep (2020)

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

od Polk, Sam L., Kashkooli, Kimia, Nagaraj, Sunil B., Chamadia, Shubham, Murphy, James M., Sun, Haoqi, Westover, M. Brandon, Barbieri, Riccardo, Akeju, Oluwaseun
Wydane w Conf Proc IEEE Eng Med Biol Soc (2019)

Upregulation of Alzheimer’s amyloid-β protein precursor in astrocytes both in vitro and in vivo

od Liang, Yingxia, Raven, Frank, Ward, Joseph F., Zhen, Sherri, Zhang, Siyi, Sun, Haoqi, Miller, Sean J., Choi, Se Hoon, Tanzi, Rudolph E., Zhang, Can
Wydane w J Alzheimers Dis (2020)

Cortical responses to noninvasive perturbations enable individual brain fingerprinting

od Ozdemir, Recep A., Tadayon, Ehsan, Boucher, Pierre, Sun, Haoqi, Momi, Davide, Ganglberger, Wolfgang, Westover, M. Brandon, Pascual-Leone, Alvaro, Santarnecchi, Emiliano, Shafi, Mouhsin M.
Wydane w Brain Stimul (2021)

Sleep staging from electrocardiography and respiration with deep learning

od Sun, Haoqi, Ganglberger, Wolfgang, Panneerselvam, Ezhil, Leone, Michael J, Quadri, Syed A, Goparaju, Balaji, Tesh, Ryan A, Akeju, Oluwaseun, Thomas, Robert J, Westover, M Brandon
Wydane w Sleep (2019)

Night-to-Night Variability of Sleep Electroencephalography-Based Brain Age Measurements

od Hogan, Jacob, Sun, Haoqi, Paixao, Luis, Westmeijer, Mike, Sikka, Pooja, Jin, Jing, Tesh, Ryan, Cardoso, Madalena, Cash, Sydney S., Akeju, Oluwaseun, Thomas, Robert, Westover, M. Brandon
Wydane w Clin Neurophysiol (2020)

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

od Sun, Haoqi, Kimchi, Eyal, Akeju, Oluwaseun, Nagaraj, Sunil B., McClain, Lauren M., Zhou, David W., Boyle, Emily, Zheng, Wei-Long, Ge, Wendong, Westover, M. Brandon
Wydane w NPJ Digit Med (2019)

Brain Age from the Electroencephalogram of Sleep

od Sun, Haoqi, Paixao, Luis, Oliva, Jefferson T., Goparaju, Balaji, Carvalho, Diego Z., van Leeuwen, Kicky G., Oluwaseun, Akeju, Thomas, Robert J., Cash, Sydney S., Bianchi, Matt T., Westover, M. Brandon
Wydane w Neurobiol Aging (2018)

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

od Kashkooli, Kimia, Polk, Sam L., Chamadia, Shubham, Hahm, Eunice, Ethridge, Breanna, Gitlin, Jacob, Ibala, Reine, Mekonnen, Jennifer, Pedemonte, Juan, Murphy, James M., Sun, Haoqi, Westover, M. Brandon, Akeju, Oluwaseun
Wydane w Conf Proc IEEE Eng Med Biol Soc (2019)