Sunil Belur Nagaraj

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 11

Top Topics

Epileptic Seizures

Intensive Care Units

Computed Tomography

Top Venues

IEEE Trans. Biomed. Eng.

Artif. Intell. Medicine

Publications

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) (2022)
Shreyasi Pathak, Changqing Lu, Sunil Belur Nagaraj, Michel van Putten, Christin Seifert
leep scoring. Artif. Intell. Medicine 114 (2021)
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 (2021)
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)
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)
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)
Haoqi Sun, Sunil Belur Nagaraj, M. Brandon Westover
Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography. CW (2018)
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) (2018)
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)
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)
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)
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)
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) (2014)
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)
Sunil Belur Nagaraj, Daniela Constantinescu
Effect of Haptic Force Feedback on Upper Limb. ICETET (2009)