| Sleep staging from electrocardiography and respiration with deep learning H Sun, W Ganglberger, E Panneerselvam, MJ Leone, SA Quadri, ... Sleep 43 (7), zsz306, 2020 | 89 | 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 | 46 | 2021 |
| 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 | 45 | 2021 |
| Prolonged unconsciousness is common in COVID‐19 and associated with hypoxemia G Waldrop, SA Safavynia, ME Barra, S Agarwal, DA Berlin, AK Boehme, ... Annals of neurology 91 (6), 740-755, 2022 | 23 | 2022 |
| Automated scoring of respiratory events in sleep with a single effort belt and deep neural networks TE Nassi, W Ganglberger, H Sun, AA Bucklin, S Biswal, MJAM van Putten, ... IEEE transactions on biomedical engineering 69 (6), 2094-2104, 2021 | 17 | 2021 |
| A Comparison of Rule-Based and Machine Learning Methods for Classification of Spikes in EEG. W Ganglberger, G Gritsch, MM Hartmann, F Fürbass, H Perko, AM Skupch, ... J. Commun. 12 (10), 589-, 2017 | 16 | 2017 |
| Sample size analysis for machine learning clinical validation studies DM Goldenholz, H Sun, W Ganglberger, MB Westover Biomedicines 11 (3), 685, 2023 | 14 | 2023 |
| A machine learning approach to predict progression on active surveillance for prostate cancer M Nayan, K Salari, A Bozzo, W Ganglberger, G Lu, F Carvalho, A Gusev, ... Urologic Oncology: Seminars and Original Investigations 40 (4), 161. e1-161. e7, 2022 | 14 | 2022 |
| COVID-19 outpatient screening: a prediction score for adverse events H Sun, A Jain, MJ Leone, HS Alabsi, L Brenner, E Ye, W Ge, YP Shao, ... medRxiv, 2020 | 13 | 2020 |
| Algorithm for automatic detection of self-similarity and prediction of residual central respiratory events during continuous positive airway pressure E Oppersma, W Ganglberger, H Sun, RJ Thomas, MB Westover Sleep 44 (4), zsaa215, 2021 | 10 | 2021 |
| Optimal spindle detection parameters for predicting cognitive performance N Adra, H Sun, W Ganglberger, EM Ye, LW Dümmer, RA Tesh, ... Sleep 45 (4), zsac001, 2022 | 9 | 2022 |
| Sleep apnea and respiratory anomaly detection from a wearable band and oxygen saturation W Ganglberger, AA Bucklin, RA Tesh, M Da Silva Cardoso, H Sun, ... Sleep and Breathing, 1-12, 2021 | 9 | 2021 |
| High prevalence of sleep-disordered breathing in the intensive care unit—a cross-sectional study AA Bucklin, W Ganglberger, SA Quadri, RA Tesh, N Adra, ... Sleep and Breathing 27 (3), 1013-1026, 2023 | 8 | 2023 |
| Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks W Ganglberger, PV Krishnamurthy, SA Quadri, RA Tesh, AA Bucklin, ... Frontiers in Network Physiology 3, 1120390, 2023 | 7 | 2023 |
| Predicting survival after radical prostatectomy: Variation of machine learning performance by race M Nayan, K Salari, A Bozzo, W Ganglberger, F Carvalho, AS Feldman, ... The Prostate 81 (16), 1355-1364, 2021 | 6 | 2021 |
| Automated respiratory event detection using deep neural networks TE Nassi, W Ganglberger, H Sun, AA Bucklin, S Biswal, MJAM van Putten, ... arXiv preprint arXiv:2101.04635, 2021 | 6 | 2021 |
| Linking brain structure, cognition, and sleep: insights from clinical data R Wei, W Ganglberger, H Sun, PN Hadar, RL Gollub, S Pieper, B Billot, ... Sleep 47 (2), zsad294, 2024 | 4 | 2024 |
| Exploiting labels from multiple experts in automated sleep scoring S Nasiri, W Ganglberger, H Sun, RJ Thomas, MB Westover Sleep 46 (5), zsad034, 2023 | 3 | 2023 |
| The sleep and wake electroencephalogram over the lifespan H Sun, E Ye, L Paixao, W Ganglberger, CJ Chu, C Zhang, J Rosand, ... Neurobiology of aging 124, 60-70, 2023 | 3 | 2023 |
| Dementia detection from brain activity during sleep EM Ye, H Sun, PV Krishnamurthy, N Adra, W Ganglberger, RJ Thomas, ... Sleep 46 (3), zsac286, 2023 | 3 | 2023 |
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
