Nagaraj SB - Search Results

1

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

Sun H, Nagaraj SB, Akeju O, Purdon PL, Westover BM. Sun H, et al. Among authors: nagaraj sb. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1-4. doi: 10.1109/EMBC.2018.8513185. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440304 Free PMC article.

2

Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients.

Zhou DW, Westover MB, McClain LM, Nagaraj SB, Bajwa EK, Quraishi SA, Akeju O, Cobb JP, Purdon PL. Zhou DW, et al. Among authors: nagaraj sb. Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:7258-61. doi: 10.1109/EMBC.2015.7320067. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26737967 Free PMC article.

3

Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability.

Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover MB. Nagaraj SB, et al. Crit Care Med. 2016 Sep;44(9):e782-9. doi: 10.1097/CCM.0000000000001708. Crit Care Med. 2016. PMID: 27035240 Free PMC article.

4

Heart rate variability as a biomarker for sedation depth estimation in ICU patients.

Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal ES, Purdon PL, Westover MB. Nagaraj SB, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:6397-6400. doi: 10.1109/EMBC.2016.7592192. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28269712 Free PMC article.

5

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability.

Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi SA, Akeju O, Barbieri R, Purdon PL, Westover MB. Nagaraj SB, et al. Crit Care Med. 2017 Jul;45(7):e683-e690. doi: 10.1097/CCM.0000000000002364. Crit Care Med. 2017. PMID: 28441231 Free PMC article.

6

Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition.

Nagaraj SB, McClain LM, Boyle EJ, Zhou DW, Ramaswamy SM, Biswal S, Akeju O, Purdon PL, Westover MB. Nagaraj SB, et al. IEEE Trans Biomed Eng. 2018 Dec;65(12):2684-2691. doi: 10.1109/TBME.2018.2813265. Epub 2018 Mar 7. IEEE Trans Biomed Eng. 2018. PMID: 29993386 Free PMC article.

7

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

Sun H, Kimchi E, Akeju O, Nagaraj SB, McClain LM, Zhou DW, Boyle E, Zheng WL, Ge W, Westover MB. Sun H, et al. Among authors: nagaraj sb. NPJ Digit Med. 2019 Sep 9;2:89. doi: 10.1038/s41746-019-0167-0. eCollection 2019. NPJ Digit Med. 2019. PMID: 31508499 Free PMC article.

8

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

Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover MB, Barbieri R, Akeju O. Polk SL, et al. Among authors: nagaraj sb. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2019-2022. doi: 10.1109/EMBC.2019.8857704. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946297 Free PMC article.

9

ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram for heart rate variability analysis in the intensive care unit.

Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover MB. Rebergen DJ, et al. Among authors: nagaraj sb. J Clin Monit Comput. 2018 Feb;32(1):53-61. doi: 10.1007/s10877-017-9999-9. Epub 2017 Feb 16. J Clin Monit Comput. 2018. PMID: 28210934 Free PMC article.

10

Neonatal seizure detection using atomic decomposition with a novel dictionary.

Nagaraj SB, Stevenson NJ, Marnane WP, Boylan GB, Lightbody G. Nagaraj SB, et al. IEEE Trans Biomed Eng. 2014 Nov;61(11):2724-32. doi: 10.1109/TBME.2014.2326921. IEEE Trans Biomed Eng. 2014. PMID: 25330152

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