| Expert-level sleep scoring with deep neural networks S Biswal, H Sun, B Goparaju, MB Westover, J Sun, MT Bianchi Journal of the American Medical Informatics Association 25 (12), 1643-1650, 2018 | 326 | 2018 |
| You snooze, you win: the physionet/computing in cardiology challenge 2018 MM Ghassemi, BE Moody, LWH Lehman, C Song, Q Li, H Sun, RG Mark, ... 2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018 | 238 | 2018 |
| Development of expert-level automated detection of epileptiform discharges during electroencephalogram interpretation J Jing, H Sun, JA Kim, A Herlopian, I Karakis, M Ng, JJ Halford, D Maus, ... JAMA neurology 77 (1), 103-108, 2020 | 206 | 2020 |
| SLEEPNET: automated sleep staging system via deep learning S Biswal, J Kulas, H Sun, B Goparaju, MB Westover, MT Bianchi, J Sun arXiv preprint arXiv:1707.08262, 2017 | 195 | 2017 |
| Brain age from the electroencephalogram of sleep H Sun, L Paixao, JT Oliva, B Goparaju, DZ Carvalho, KG van Leeuwen, ... Neurobiology of aging 74, 112-120, 2019 | 149 | 2019 |
| Interrater reliability of experts in identifying interictal epileptiform discharges in electroencephalograms J Jing, A Herlopian, I Karakis, M Ng, JJ Halford, A Lam, D Maus, F Chan, ... JAMA neurology 77 (1), 49-57, 2020 | 145 | 2020 |
| Sleep staging from electrocardiography and respiration with deep learning H Sun, W Ganglberger, E Panneerselvam, MJ Leone, SA Quadri, ... Sleep 43 (7), zsz306, 2020 | 141 | 2020 |
| Large-scale automated sleep staging H Sun, J Jia, B Goparaju, GB Huang, O Sourina, MT Bianchi, ... Sleep 40 (10), zsx139, 2017 | 123 | 2017 |
| Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning M Abou Jaoude, H Sun, KR Pellerin, M Pavlova, RA Sarkis, SS Cash, ... Sleep 43 (11), zsaa112, 2020 | 75 | 2020 |
| Detecting abnormal electroencephalograms using deep convolutional networks KG Van Leeuwen, H Sun, M Tabaeizadeh, AF Struck, M Van Putten, ... Clinical neurophysiology 130 (1), 77-84, 2019 | 74 | 2019 |
| Detection of mesial temporal lobe epileptiform discharges on intracranial electrodes using deep learning M Abou Jaoude, J Jing, H Sun, CS Jacobs, KR Pellerin, MB Westover, ... Clinical Neurophysiology 131 (1), 133-141, 2020 | 71 | 2020 |
| Cortical responses to noninvasive perturbations enable individual brain fingerprinting RA Ozdemir, E Tadayon, P Boucher, H Sun, D Momi, W Ganglberger, ... Brain stimulation 14 (2), 391-403, 2021 | 63 | 2021 |
| Sample size analysis for machine learning clinical validation studies DM Goldenholz, H Sun, W Ganglberger, MB Westover Biomedicines 11 (3), 685, 2023 | 60 | 2023 |
| Development and validation of forecasting next reported seizure using e‐diaries DM Goldenholz, SR Goldenholz, J Romero, R Moss, H Sun, B Westover Annals of neurology 88 (3), 588-595, 2020 | 60 | 2020 |
| How machine learning is powering neuroimaging to improve brain health NM Singh, JB Harrod, S Subramanian, M Robinson, K Chang, ... Neuroinformatics 20 (4), 943-964, 2022 | 59 | 2022 |
| Association of sleep electroencephalography-based brain age index with dementia E Ye, H Sun, MJ Leone, L Paixao, RJ Thomas, AD Lam, MB Westover JAMA network open 3 (9), e2017357-e2017357, 2020 | 58 | 2020 |
| Excess brain age in the sleep electroencephalogram predicts reduced life expectancy L Paixao, P Sikka, H Sun, A Jain, J Hogan, R Thomas, MB Westover Neurobiology of aging 88, 150-155, 2020 | 56 | 2020 |
| CoVA: an acuity score for outpatient screening that predicts coronavirus disease 2019 prognosis H Sun, A Jain, MJ Leone, HS Alabsi, LN Brenner, E Ye, W Ge, YP Shao, ... The Journal of infectious diseases 223 (1), 38-46, 2021 | 47 | 2021 |
| Automated tracking of level of consciousness and delirium in critical illness using deep learning H Sun, E Kimchi, O Akeju, SB Nagaraj, LM McClain, DW Zhou, E Boyle, ... NPJ digital medicine 2 (1), 89, 2019 | 47 | 2019 |
| Age estimation from sleep studies using deep learning predicts life expectancy A Brink-Kjaer, EB Leary, H Sun, MB Westover, KL Stone, PE Peppard, ... NPJ digital medicine 5 (1), 103, 2022 | 46 | 2022 |
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
