Effect of Haptic Force Feedback on Upper Limb. - Sunil Belur Nagaraj; Daniela Constantinescu (ICETET, 2009)

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 (EMBC, 2012)

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 (EMBC, 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)

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 (EMBC, 2015)

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 (CinC, 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 (EMBC, 2016)

Predicting Ordinal Level of Sedation from the Spectrogram of Electroencephalography. - Haoqi Sun; Sunil Belur Nagaraj; M. Brandon Westover (CW, 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 (EMBC, 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)

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 (EMBC, 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)

STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring. - Shreyasi Pathak; Changqing Lu; Sunil Belur Nagaraj; Michel J. A. M. van Putten; Christin Seifert (Artif. Intell. Medicine, 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)

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)