Sunil Belur Nagaraj

According to our database, Sunil Belur Nagaraj authored at least 15 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation.

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

J. Digit. Imaging, 2022

2021

Kidney Age Index (KAI): A novel age-related biomarker to estimate kidney function in patients with diabetic kidney disease using machine learning.

Sunil Belur Nagaraj, Lyanne M. Kieneker, Michelle J. Pena

Comput. Methods Programs Biomed., 2021

STQS: Interpretable multi-modal <i>S</i>patial-<i>T</i>emporal-se<i>Q</i>uential model for automatic <i>S</i>leep scoring.

Shreyasi Pathak, Changqing Lu, Sunil Belur Nagaraj, Michel J. A. M. van Putten, Christin Seifert

Artif. Intell. Medicine, 2021

2019

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

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

npj Digit. Medicine, 2019

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

Sam L. Polk, Kimia Kashkooli, Sunil Belur Nagaraj, Shubham Chamadia, James M. Murphy, Haoqi Sun, M. Brandon Westover, Riccardo Barbieri, Oluwaseun Akeju

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

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

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

IEEE Trans. Biomed. Eng., 2018

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

Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography.

Haoqi Sun, Sunil Belur Nagaraj, M. Brandon Westover

Proceedings of the 2018 International Conference on Cyberworlds, 2018

2016

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

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

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability.

Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

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

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Biomed. Eng., 2014

Robustness of time frequency distribution based features for automated neonatal EEG seizure detection.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012

A novel dictionary for neonatal EEG seizure detection using atomic decomposition.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2009

Effect of Haptic Force Feedback on Upper Limb.

Sunil Belur Nagaraj, Daniela Constantinescu

Proceedings of the Second International Conference on Emerging Trends in Engineering & Technology, 2009