Assistant Professor in Anesthesiology, Perioperative, & Pain Medicine Department at Stanford University Medical Center, Stanford, CA, USA
Research interest(s):
Machine learning
Immunology
Clinical phenotyping
Wearable devices
Multiomics integration
Recent Papers:
Drag, L. L., Mlynash, M., Nassar, H. et al. “A longitudinal study of the post-stroke immune response and cognitive functioning: the StrokeCog study protocol“. BMC neurology. 20(1): 1-7 (2020).
Rahil, Z., Leylek, R., Schürch, C. M. et al. “Landscape of coordinated immune responses to H1N1 challenge in humans“. The Journal of Clinical Investigation. 130(11) (2020).
Culos, A., Tsai, A. S., Stanley, N. et al. “Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions“. Nature Machine Intelligence. 1-10 (2020).
Rumer, K., Stanley, N., Ganio, E. et al. “A Deep Immune Profiling in Inflammatory Bowel Disease Reveals Disordered Immune Cell Frequencies Before and in Response to Major Abdominal Operations“. Journal of the American College of Surgeons. 231(4): S50 (2020).
Ganio, E. A., Stanley, N., Lindberg-Larsen, V. et al. “Author Correction: Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma“. Nature Communications. 11(1): 1-1 (2020).
Phongpreecha, T., Cholerton, B., Mata, I. F. et al. “Multivariate prediction of dementia in Parkinson’s disease“. NPJ Parkinson’s disease. 6(1): 1-10 (2020).
Tawfik, V. L., Huck, N. A., Baca, Q. J. et al. “Systematic Immunophenotyping Reveals Sex-Specific Responses After Painful Injury in Mice“. Frontiers in immunology. 11:1652 (2020).
Stanley, N., Stelzer, I. A., Tsai, A. S. et al. “VoPo leverages cellular heterogeneity for predictive modeling of single-cell data“. Nature communications. 11(1): 1-9 (2020).
Ganio, E. A., Stanley, N., Lindberg-Larsen, V. et al. “Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma“. Nature communications. 11(1):1-12 (2020).
Davis, K. D., Aghaeepour, N., Ahn, A. H. et al. “Discovery and validation of biomarkers to aid the development of safe and effective pain therapeutics: challenges and opportunities“. Nature Reviews Neurology. 1-20 (2020).
Tay, J. K., Aghaeepour, N., Hastie, T. et al. “Feature-weighted elastic net: using” features of features” for better prediction“. arXiv preprint arXiv:2006.01395 (2020).
Rumer, K., Ganio, E., Tsai, E. et al. “Deep Immune Profile Of Patients With Inflammatory Bowel Disease Undergoing Major Abdominal Surgery“. Diseases of the Colon & Rectum. 63(3):E257-E258 (2020).
Stevenson, D. K., Wong, R. J., Aghaeepour, N. et al. “Towards personalized medicine in maternal and child health: integrating biologic and social determinants“. Pediatric research. 1-7 (2020).
McElrath, T. F., Cantonwine, D., Stevenson, D. K. et al. “Effects of Selective Exclusion of Patients on Preterm Birth Test Performance“. Obstetrics & Gynecology. 135(5):1228-1229 (2020).