Sunil Belur Nagaraj

15 papers C 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2022 J jnl
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation.
J. Digit. Imaging
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
2021 J jnl
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.
Sunil Belur Nagaraj, Lyanne M. Kieneker, Michelle J. Pena
2021 J jnl
STQS: Interpretable multi-modal
Artif. Intell. Medicine
Shreyasi Pathak, Changqing Lu, Sunil Belur Nagaraj, Michel J. A. M. van Putten, Christin Seifert
2019 J jnl
Automated tracking of level of consciousness and delirium in critical illness using deep learning.
npj Digit. Medicine
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
2019 — conf
Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features.
EMBC
Sam L. Polk, Kimia Kashkooli, Sunil Belur Nagaraj, Shubham Chamadia, James M. Murphy, Haoqi Sun, M. Brandon Westover, Riccardo Barbieri, Oluwaseun Akeju
2018 — conf
Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network.
EMBC
Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover
2018 J jnl
Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition.
IEEE Trans. Biomed. Eng.
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
2018 C conf
Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography.
CW
Haoqi Sun, Sunil Belur Nagaraj, M. Brandon Westover
2016 — conf
Heart rate variability as a biomarker for sedation depth estimation in ICU patients.
EMBC
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
2016 — conf
Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability.
CinC
Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover
2015 — conf
Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients.
EMBC
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
2014 J jnl
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary.
IEEE Trans. Biomed. Eng.
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2014 — conf
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection.
EMBC
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2012 — conf
A novel dictionary for neonatal EEG seizure detection using atomic decomposition.
EMBC
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2009 — conf
Effect of Haptic Force Feedback on Upper Limb.
ICETET
Sunil Belur Nagaraj, Daniela Constantinescu