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-REVUE CANADIENNE DE STATISTIQUE, 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)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
5. Gender Equality (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 29, 2021

2020 journal 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

EUROPACE, 22(11), 1635–1644.

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)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
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, September). EUROPACE, Vol. 21, pp. 1284–1285.

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)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: April 20, 2020

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2025) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.