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ORCIDSunil Belur Nagaraj
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2020 – today
- 2022
[j6]Yeshaswini Nagaraj
, Hendrik Joost Wisselink, Mieneke Rook, Jiali Cai, Sunil Belur Nagaraj, Grigory Sidorenkov, Raymond N. J. Veldhuis, Matthijs Oudkerk, Rozemarijn Vliegenthart, Peter M. A. van Ooijen:
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation. J. Digit. Imaging 35(3): 538-550 (2022)- 2021
- [j5]Shreyasi Pathak, Changqing Lu, Sunil Belur Nagaraj, Michel J. A. M. van Putten, Christin Seifert:
STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring. Artif. Intell. Medicine 114: 102038 (2021) - [j4]Sunil Belur Nagaraj, Lyanne M. Kieneker, Michelle J. Pena:
Kidney Age Index (KAI): A novel age-related biomarker to estimate kidney function in patients with diabetic kidney disease using machine learning. Comput. Methods Programs Biomed. 211: 106434 (2021)
2010 – 2019
- 2019
- [j3]Haoqi Sun, Eyal Kimchi, Oluwaseun Akeju, Sunil Belur Nagaraj, Lauren M. McClain, David W. Zhou, Emily Boyle, Wei-Long Zheng, Wendong Ge, M. Brandon Westover:
Automated tracking of level of consciousness and delirium in critical illness using deep learning. npj Digit. Medicine 2 (2019) - [c9]Sam L. Polk, Kimia Kashkooli, Sunil Belur Nagaraj, Shubham Chamadia, James M. Murphy, Haoqi Sun, M. Brandon Westover, Riccardo Barbieri, Oluwaseun Akeju:
Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. EMBC 2019: 2019-2022 - 2018
- [j2]Sunil Belur Nagaraj, Lauren M. McClain, Emily J. Boyle, David W. Zhou, Sowmya M. Ramaswamy, Siddharth Biswal, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover:
Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans. Biomed. Eng. 65(12): 2684-2691 (2018) - [c8]Haoqi Sun, Sunil Belur Nagaraj, M. Brandon Westover:
Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography. CW 2018: 292-295 - [c7]Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover:
Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network. EMBC 2018: 1-4 - 2016
- [c6]Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover:
Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability. CinC 2016 - [c5]Sunil Belur Nagaraj, Sowmya M. Ramaswamy, Siddharth Biswal, Emily J. Boyle, David W. Zhou, Lauren M. McClain, Eric S. Rosenthal, Patrick L. Purdon, M. Brandon Westover:
Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC 2016: 6397-6400 - 2015
- [c4]David W. Zhou, M. Brandon Westover, Lauren M. McClain, Sunil Belur Nagaraj, Ednan K. Bajwa, Sadeq A. Quraishi, Oluwaseun Akeju, J. Perren Cobb, Patrick L. Purdon:
Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. EMBC 2015: 7258-7261 - 2014
- [j1]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody:
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. 61(11): 2724-2732 (2014) - [c3]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody:
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC 2014: 2829-2832 - 2012
- [c2]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody:
A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC 2012: 1073-1076
2000 – 2009
- 2009
- [c1]Sunil Belur Nagaraj, Daniela Constantinescu:
Effect of Haptic Force Feedback on Upper Limb. ICETET 2009: 55-58
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