Sunil Belur Nagaraj
Sunil Belur Nagaraj
Scientist- Sleep and respiratory disorders
Verified email at philips.com - Homepage
Title
Cited by
Cited by
Year
Neonatal seizure detection using atomic decomposition with a novel dictionary
SB Nagaraj, NJ Stevenson, WP Marnane, GB Boylan, G Lightbody
IEEE Transactions on Biomedical Engineering 61 (11), 2724-2732, 2014
302014
Automatic classification of sedation levels in ICU patients using heart rate variability
SB Nagaraj, LM McClain, DW Zhou, S Biswal, ES Rosenthal, PL Purdon, ...
Critical care medicine 44 (9), e782, 2016
282016
Patient-specific classification of ICU sedation levels from heart rate variability
SB Nagaraj, S Biswal, EJ Boyle, DW Zhou, LM McClain, EK Bajwa, ...
Critical care medicine 45 (7), e683, 2017
182017
Electroencephalogram based detection of deep sedation in ICU patients using atomic decomposition
SB Nagaraj, LM McClain, EJ Boyle, DW Zhou, SM Ramaswamy, S Biswal, ...
IEEE Transactions on Biomedical Engineering 65 (12), 2684-2691, 2018
102018
The revised Cerebral Recovery Index improves predictions of neurological outcome after cardiac arrest
SB Nagaraj, MC Tjepkema-Cloostermans, BJ Ruijter, J Hofmeijer, ...
Clinical neurophysiology 129 (12), 2557-2566, 2018
92018
The Neu-Prem Trial: neuromonitoring of brains of infants born preterm during resuscitation—a prospective observational cohort study
AC Katheria, MJ Harbert, SB Nagaraj, K Arnell, DM Poeltler, MK Brown, ...
The Journal of pediatrics 198, 209-213. e3, 2018
92018
Effect of haptic force feedback on upper limb
SB Nagaraj, D Constantinescu
icetet, 55-58, 2009
92009
ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram for heart rate variability analysis in the intensive care unit
DJ Rebergen, SB Nagaraj, ES Rosenthal, MT Bianchi, MJAM van Putten, ...
Journal of clinical monitoring and computing 32 (1), 53-61, 2018
72018
A novel dictionary for neonatal EEG seizure detection using atomic decomposition
SB Nagaraj, N Stevenson, W Marnane, G Boylan, G Lightbody
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
62012
Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury
E Amorim, M Van der Stoel, SB Nagaraj, MM Ghassemi, J Jing, ...
Clinical Neurophysiology 130 (10), 1908-1916, 2019
52019
Novel drug-independent sedation level estimation based on machine learning of quantitative frontal electroencephalogram features in healthy volunteers
SM Ramaswamy, MH Kuizenga, MAS Weerink, HEM Vereecke, ...
British journal of anaesthesia 123 (4), 479-487, 2019
52019
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection
SB Nagaraj, NJ Stevenson, WP Marnane, GB Boylan, G Lightbody
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
52014
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), 1-8, 2019
42019
Predicting short‐and long‐term glycated haemoglobin response after insulin initiation in patients with type 2 diabetes mellitus using machine‐learning algorithms
SB Nagaraj, G Sidorenkov, JFM van Boven, P Denig
Diabetes, Obesity and Metabolism 21 (12), 2704-2711, 2019
32019
Brain Monitoring of sedation in the intensive care unit using a recurrent neural network
H Sun, SB Nagaraj, O Akeju, PL Purdon, BM Westover
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
32018
Heart rate variability as a biomarker for sedation depth estimation in ICU patients
SB Nagaraj, SM Ramaswamy, S Biswal, EJ Boyle, DW Zhou, LM Mcclain, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
32016
Predicting deep hypnotic state from sleep brain rhythms using deep learning: a data-repurposing approach
SB Nagaraj, SM Ramaswamy, MAS Weerink, MMRF Struys
Anesthesia and Analgesia 130 (5), 1211, 2020
22020
A metabolomics‐based molecular pathway analysis of how the sodium‐glucose co‐transporter‐2 inhibitor dapagliflozin may slow kidney function decline in patients with diabetes
S Mulder, A Hammarstedt, SB Nagaraj, V Nair, W Ju, J Hedberg, ...
Diabetes, Obesity and Metabolism, 2020
12020
Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features
SL Polk, K Kashkooli, SB Nagaraj, S Chamadia, JM Murphy, H Sun, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
12019
Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography
H Sun, SB Nagaraj, MB Westover
2018 International Conference on Cyberworlds (CW), 292-295, 2018
12018
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Articles 1–20