Sunil Belur Nagaraj
Publications
Identifying patients at increased risk of hypoglycaemia in primary care: Development of a machine learning-based screening tool
Crutzen, S., Nagaraj, S. B., Taxis, K. & Denig, P., 1-Dec-2020, In : Diabetes-Metabolism research and reviews. e3426.Research output: Contribution to journal › Article › Academic › peer-review
Frontal electroencephalogram based drug, sex, and age independent sedation level prediction using non-linear machine learning algorithms
Ramaswamy, S. M., Kuizenga, M. H., Weerink, M. A. S., Vereecke, H. E. M., Struys, M. M. R. F. & Belur Nagaraj, S., 14-Dec-2020, In : Journal of clinical monitoring and computing. 10 p., s10877-020-00627-3.Research output: Contribution to journal › Article › Academic › peer-review
Predicting Deep Hypnotic State From Sleep Brain Rhythms Using Deep Learning: A Data-Repurposing Approach
Belur Nagaraj, S., Ramaswamy, S. M., Weerink, M. A. S. & Struys, M. M. R. F., May-2020, In : Anesthesia and Analgesia. 130, 5, p. 1211-1221 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Dexmedetomidine Induced Deep Sedation Mimics Non-Rapid Eye Movement Stage 3 Sleep: Large Scale Validation using Machine Learning
M Ramaswamy, S., Weerink, M. A. S., Struys, M. M. R. F. & B Nagaraj, S., 29-Aug-2020, In : Sleep. 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Accurate detection of spontaneous seizures using a generalized linear model with external validation
Fumeaux, N. F., Ebrahim, S., Coughlin, B. F., Kadambi, A., Azmi, A., Xu, J. X., Abou Jaoude, M., Nagaraj, S. B., Thomson, K. E., Newell, T. G., Metcalf, C. S., Wilcox, K. S., Kimchi, E. Y., Moraes, M. F. D. & Cash, S. S., Sep-2020, In : Epilepsia. 61, 9, p. 1906-1918 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Prizes
ID: 62168521