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» Authors » Seema Singh Saharan

Seema Singh Saharan

Explore the profile of Seema Singh Saharan including associated specialties, affiliations and a list of published articles. Areas
Snapshot
Articles 6
Citations 7
Followers 0
Related Specialty
Biology
Co-Authors
Mary J Malloy
John P Kane
James Feng
Eveline O Stock
Kate Townsend Creasy
Pankaj Nagar
Published In
Proc (Int Conf Comput Sci Comput Intell)
BioData Min
Affiliations
Soon will be listed here.
Recent Articles
1.
Application of Machine Learning Ensemble Super Learner for analysis of the cytokines transported by high density lipoproteins (HDL) of smokers and nonsmokers
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
Proc (Int Conf Comput Sci Comput Intell) . 2024 Nov; 2021:370-375. PMID: 39524190
Smoking is a major cause of cardiac and pulmonary disease, cancer, and other inflammation related diseases. Smoking impairs lipid and lipoprotein metabolism. The observed modification and reduction in levels of...
2.
Optimization of Smoking Classification by Applying Neural Network with Variable Importance Using Cytokine Biomarkers
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
Proc (Int Conf Comput Sci Comput Intell) . 2024 Nov; 2023:661-670. PMID: 39512263
Cigarette smoking is a preventable epidemic that is a leading cause of death. It increases the risk of coronary heart disease, stroke, lung cancer, chronic obstructive lung diseases etc., multifold....
3.
Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
Proc (Int Conf Comput Sci Comput Intell) . 2024 Nov; 2021:312-317. PMID: 39493936
Presently, the role of cytokines in severe illness like COPD, cancer, cardiac disease associated with smoking is being explored to enable preemptive diagnosis and delivery of treatment interventions. We are...
4.
Logistic Regression and Statistical Regularization Techniques for Risk Classification of Coronary Artery Disease using Cytokines transported by high density lipoproteins
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
Proc (Int Conf Comput Sci Comput Intell) . 2024 Nov; 2023:652-660. PMID: 39484231
Coronary artery disease (CAD) is a leading cause of mortality in the world. It is important to be able to proactively assess the risk of the disease, using novel biomarkers...
5.
Smoking Classification Using Novel Plasma Cytokines by implementing Machine Learning and Statistical Methods
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
Proc (Int Conf Comput Sci Comput Intell) . 2024 Oct; 2023:686-694. PMID: 39450278
Smoking is a major cause of premature and preventable death. Tobacco exposure has a detrimental effect on many organs and contributes to multiple diseases including chronic obstructive pulmonary disease (COPD),...
6.
Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines
Saharan S, Nagar P, Creasy K, Stock E, Feng J, Malloy M, et al.
BioData Min . 2021 Apr; 14(1):26. PMID: 33858484
Background: As per the 2017 WHO fact sheet, Coronary Artery Disease (CAD) is the primary cause of death in the world, and accounts for 31% of total fatalities. The unprecedented...