Suchit Mehrotra

College of Sciences

Works (3)

Updated: July 5th, 2023 14:46

2021 article

Simultaneous variable selection, clustering, and smoothing in function‐on‐scalar regression

Mehrotra, S., & Maity, A. (2021, November 22). Canadian Journal of Statistics, Vol. 11.

By: S. Mehrotra n & A. Maity n 

author keywords: Clustering; dimension reduction; Dirichlet process; function-on-scalar regression; variable selection
topics (OpenAlex): Bayesian Methods and Mixture Models; Statistical Methods and Inference; Genetic and phenotypic traits in livestock
TL;DR: This work addresses the problem of multicollinearity in a function‐on‐scalar regression model by using a prior that simultaneously selects, clusters, and smooths functional effects, performing dimension reduction without dropping relevant predictors from the model. (via Semantic Scholar)
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5. Gender Equality (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 29, 2021

2020 article

Machine learning does not improve upon traditional regression in predicting outcomes in atrial fibrillation: an analysis of the ORBIT-AF and GARFIELD-AF registries

Loring, Z., Mehrotra, S., Piccini, J. P., Camm, J., Carlson, D., Fonarow, G. C., … Kakkar, A. K. (2020, May 26). EP Europace.

By: Z. Loring *, S. Mehrotra n, J. Piccini *, J. Camm *, D. Carlson *, G. Fonarow, K. Fox *, E. Peterson *, K. Pieper *, A. Kakkar *

author keywords: Machine learning; Outcomes; Atrial fibrillation
MeSH headings : Anticoagulants; Atrial Fibrillation / diagnosis; Humans; Machine Learning; Prospective Studies; Registries; Risk Assessment; Risk Factors; Stroke / diagnosis; Stroke / epidemiology
topics (OpenAlex): Atrial Fibrillation Management and Outcomes; Acute Ischemic Stroke Management; Cardiac Imaging and Diagnostics
TL;DR: When developed from two large, community-based AF registries, ML techniques did not improve prediction modelling of death, major bleeding, or stroke. (via Semantic Scholar)
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10. Reduced Inequalities (OpenAlex)
Source: Web Of Science
Added: January 19, 2021

2019 article

Machine learning in ‘big data’: handle with care

Loring, Z., Mehrotra, S., & Piccini, J. P. (2019, April 13). EP Europace.

By: Z. Loring *, S. Mehrotra n & J. Piccini *

MeSH headings : Atrial Fibrillation; Cohort Studies; Humans; Machine Learning
topics (OpenAlex): Machine Learning in Healthcare; Anomaly Detection Techniques and Applications; Artificial Intelligence in Healthcare
TL;DR: A 70-year-old man presented to the emergency department with syncope and Diagnostic work-up revealed adrenocorticotropic hormone (ACTH)- producing pheophomocytoma. (via Semantic Scholar)
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Source: Web Of Science
Added: April 20, 2020

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