Stan N. Finkelstein

Public Health and Preventive Medicine

117 Lexington Rd
Lincoln, MA 01773

Last Updated: 09/26/2026

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Found 27 publications

Alzheimer's disease risk prediction using machine learning for survival analysis with a comorbidity-based approach.

Alzheimer's disease risk prediction using machine learning for survival analysis with a comorbidity-based approach.

Journal: Scientific reports

Published: February 24, 2025

Foundational model aided automatic high-throughput drug screening using self-controlled cohort study.

Foundational model aided automatic high-throughput drug screening using self-controlled cohort study.

Journal: medRxiv : the preprint server for health sciences

Published: August 16, 2024

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators.

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators.

Journal: American journal of epidemiology

Published: May 31, 2023

State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation Study.

State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation Study.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: March 21, 2022

Early analysis shows that endoscopic flexor hallucis longus transfer has a promising cost-effectiveness profile in the treatment of acute Achilles tendon ruptures.

Early analysis shows that endoscopic flexor hallucis longus transfer has a promising cost-effectiveness profile in the treatment of acute Achilles tendon ruptures.

Journal: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA

Published: February 10, 2022

Systematically exploring repurposing effects of antihypertensives.

Systematically exploring repurposing effects of antihypertensives.

Journal: Pharmacoepidemiology and drug safety

Published: December 24, 2021

Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.

Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.

Journal: Nature communications

Published: June 13, 2021

Data-driven curation process for describing the blood glucose management in the intensive care unit.

Data-driven curation process for describing the blood glucose management in the intensive care unit.

Journal: Scientific data

Published: November 16, 2020

Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding.

Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding.

Journal: BMJ health & care informatics

Published: September 24, 2020

Early cost estimating model for new bioabsorbable orthopedic implant candidates: A theoretical study.

Early cost estimating model for new bioabsorbable orthopedic implant candidates: A theoretical study.

Journal: Journal of the mechanical behavior of biomedical materials

Published: April 21, 2020

Real-world characterization of blood glucose control and insulin use in the intensive care unit.

Real-world characterization of blood glucose control and insulin use in the intensive care unit.

Journal: Scientific reports

Published: January 21, 2020

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing.

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing.

Journal: PloS one

Published: October 06, 2019

Showing 1-12 of 27

Last Updated: 09/26/2026