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Author Details

Haoqi Sun
Beth Israel Deaconess Medical Center
2014
54
15
PMIDPaper TitleJournal TitlePublished Year
37950486Linking brain structure, cognition, and sleep: insights from clinical data.Sleep2024
34607725Prediction of operative mortality for patients undergoing cardiac surgical procedures without established risk scores.J Thorac Cardiovasc Surg2023
37662339<i>How Many Patients Do You Need?</i> Investigating Trial Designs for Anti-Seizure Treatment in Acute Brain Injury Patients.medRxiv2023
37890202Brain health scores to predict neurological outcomes from electronic health records.Int J Med Inform2023
37545104Automated detection of immune effector cell-associated neurotoxicity syndrome via quantitative EEG.Ann Clin Transl Neurol2023
37454163Decoding information about cognitive health from the brainwaves of sleep.Sci Rep2023
36979665Sample Size Analysis for Machine Learning Clinical Validation Studies.Biomedicines2023
36926545Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks.Front Netw Physiol2023
36448766Dementia detection from brain activity during sleep.Sleep2023
36739622The sleep and wake electroencephalogram over the lifespan.Neurobiol Aging2023
36738630Intraoperative electroencephalographic marker of preoperative frailty: A prospective cohort study.J Clin Anesth2023
36865787Classification of neurologic outcomes from medical notes using natural language processing.Expert Syst Appl2023
36795078Exploiting labels from multiple experts in automated sleep scoring.Sleep2023
35971023High prevalence of sleep-disordered breathing in the intensive care unit - a cross-sectional study.Sleep Breath2023
34582420Physiological Assessment of Delirium Severity: The Electroencephalographic Confusion Assessment Method Severity Score (E-CAM-S).Crit Care Med2022
35347570How Machine Learning is Powering Neuroimaging to Improve Brain Health.Neuroinformatics2022
35728383Natural medicine HLXL targets multiple pathways of amyloid-mediated neuroinflammation and immune response in treating alzheimer's disease.Phytomedicine2022
35813645Shear Wave Elastography in the Diagnosis of Peripheral Neuropathy in Patients With Chronic Kidney Disease Stage 5.Front Endocrinol (Lausanne)2022
35749214Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study.JMIR Form Res2022
36414694EEG-based grading of immune effector cell-associated neurotoxicity syndrome.Sci Rep2022
35869169Age estimation from sleep studies using deep learning predicts life expectancy.NPJ Digit Med2022
34984446Optimal spindle detection parameters for predicting cognitive performance.Sleep2022
35072078VE-CAM-S: Visual EEG-Based Grading of Delirium Severity and Associations With Clinical Outcomes.Crit Care Explor2022
34928786Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks.IEEE Trans Biomed Eng2022
33098643CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis.J Infect Dis2021
33897598Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19.Front Neurol2021
33783511HIV increases sleep-based brain age despite antiretroviral therapy.Sleep2021
33588105Cortical responses to noninvasive perturbations enable individual brain fingerprinting.Brain Stimul2021
34855749ICU delirium burden predicts functional neurologic outcomes.PLoS One2021
34802196Using electronic health data to explore effectiveness of ICU EEG and anti-seizure treatment.Ann Clin Transl Neurol2021
34074525Postoperative delirium mediates 180-day mortality in orthopaedic trauma patients.Br J Anaesth2021
34231244Automated Annotation of Epileptiform Burden and Its Association with Outcomes.Ann Neurol2021
33057718Algorithm for automatic detection of self-similarity and prediction of residual central respiratory events during continuous positive airway pressure.Sleep2021
33248430Night-to-night variability of sleep electroencephalography-based brain age measurements.Clin Neurophysiol2021
31545708Adaptive Sedation Monitoring From EEG in ICU Patients With Online Learning.IEEE Trans Biomed Eng2020
32597805Upregulation of Alzheimer's Disease Amyloid-β Protein Precursor in Astrocytes Both in vitro and in vivo.J Alzheimers Dis2020
32986106Association of Sleep Electroencephalography-Based Brain Age Index With Dementia.JAMA Netw Open2020
32478820Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning.Sleep2020
32246435Burden of Epileptiform Activity Predicts Discharge Neurologic Outcomes in Severe Acute Ischemic Stroke.Neurocrit Care2020
32485685Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models.J Neural Eng2020
32567720Development and Validation of Forecasting Next Reported Seizure Using e-Diaries.Ann Neurol2020
30448611Brain age from the electroencephalogram of sleep.Neurobiol Aging2019
31947172Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System.Annu Int Conf IEEE Eng Med Biol Soc2019
31946297Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features.Annu Int Conf IEEE Eng Med Biol Soc2019
31375412Commentary on "Predicting seizure freedom after epilepsy surgery, a challenge in clinical practice".Epilepsy Behav2019
31508499Automated tracking of level of consciousness and delirium in critical illness using deep learning.NPJ Digit Med2019
30481649Detecting abnormal electroencephalograms using deep convolutional networks.Clin Neurophysiol2019
30440304Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network.Annu Int Conf IEEE Eng Med Biol Soc2018
34796237You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.Comput Cardiol (2010)2018
30445569Expert-level sleep scoring with deep neural networks.J Am Med Inform Assoc2018
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Collaborators

Michael B Westover
Beth Israel Deaconess Medical Center
Co-authored papers 48
Oluwaseun Akeju
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 16
Sydney S Cash
Massachusetts General Hospital
Co-authored papers 12
Wendong Ge
Massachusetts General Hospital
Co-authored papers 8
Jin Jing
Massachusetts General Hospital
Co-authored papers 7
Sahar F Zafar
Massachusetts General Hospital
Co-authored papers 6
Jonathan Rosand
Center for Genomic Medicine, Massachusetts General Hospital
Co-authored papers 6
Yu-Ping Shao
Massachusetts General Hospital (MGH)
Co-authored papers 6
Alice D Lam
Massachusetts General Hospital
Co-authored papers 4
Sunil B Nagaraj
University Medical Center Groningen
Co-authored papers 3
Mohammad Tabaeizadeh
Massachusetts General Hospital
Co-authored papers 3
Matt T Bianchi
Massachusetts General Hospital Stroke Research Center, Harvard Medical School
Co-authored papers 3
Eric S Rosenthal
Beth Israel Deaconess Medical Center, Division of Neurocritical Care and Emergency Neurology, Division of Clinical Neurophysiology, Massachusetts General Hospital, Boston, MA, Harvard Medical School, Massachusetts General Hospital, Massachusetts General Hospital Fellowship in Epilepsy and Clinical Neurophysiology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Fellowship Training Program in Neurocritical Care, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Partners Neurology Residency Training Program, Yale College
Co-authored papers 3
Aaron F Struck
University of Wisconsin-Madison
Co-authored papers 2
Patrick L Purdon
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 2
Farrukh Javed
Massachusetts General Hospital
Co-authored papers 2
Sudeshna Das
Massachusetts General Hospital
Co-authored papers 2
Manohar Ghanta
Massachusetts General Hospital
Co-authored papers 2
Rudolph E Tanzi
Co-authored papers 2
Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 2
Michel J A M van Putten
Technical Medical Centre, Clinical Neurophysiology, University of Twente
Co-authored papers 2
Valdery Moura Junior
Massachusetts General Hospital
Co-authored papers 2
Randy L Gollub
Co-authored papers 2
Muhammad Muzzammil Edhi
Cleveland Clinic
Co-authored papers 2
Can Zhang
Co-authored papers 2
Siddharth Biswal
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 2
Andrew J Cole
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 2
Wei-Long Zheng
Shanghai Jiao Tong University
Co-authored papers 2
John Hsu
Mongan Institute, Massachusetts General Hospital and Harvard Medical School
Co-authored papers 2
Elahe Bordbar
Temple University
Co-authored papers 2
Release 1.2