Seema Singh Saharan, PhD
Postdoctoral Scholar
Clinical Pharmacy
School of Pharmacy

Publications (6)

• Logistic Regression and Statistical Regularization Techniques for Risk Classification of Coronary Artery Disease using Cytokines transported by high density lipoproteins.
  Proceedings. International Conference on Computational Science and Computational Intelligence 2024 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP
• Optimization of Smoking Classification by Applying Neural Network with Variable Importance Using Cytokine Biomarkers.
  Proceedings. International Conference on Computational Science and Computational Intelligence 2024 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP
• Smoking Classification Using Novel Plasma Cytokines by implementing Machine Learning and Statistical Methods.
  Proceedings. International Conference on Computational Science and Computational Intelligence 2024 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP
• Application of Machine Learning Ensemble Super Learner for analysis of the cytokines transported by high density lipoproteins (HDL) of smokers and nonsmokers.
  Proceedings. International Conference on Computational Science and Computational Intelligence 2022 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP
• Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers.
  Proceedings. International Conference on Computational Science and Computational Intelligence 2022 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP
• Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines.
  BioData mining 2021 Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP