Nima Aghaeepour

Assistant Professor at Stanford University

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).

 

 

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