Publications by authors named "Stan Finkelstein"

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Alzheimer's disease risk prediction using machine learning for survival analysis with a comorbidity-based approach.
Ferial Abuhantash, Roy Welsch, Stan Finkelstein, Aamna AlShehhi

Sci Rep· August 2025

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Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators.
Shenbo Xu, Bang Zheng, Bowen Su, Stan Neil Finkelstein, Roy Welsch

Am J Epidemiol· February 2025

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Foundational model aided automatic high-throughput drug screening using self-controlled cohort study.
Shenbo Xu, Raluca Cobzaru, Stan N Finkelstein, Roy E Welsch, Kenney Ng

medRxiv· September 2024

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Early analysis shows that endoscopic flexor hallucis longus transfer has a promising cost-effectiveness profile in the treatment of acute Achilles tendon ruptures.
Pedro Diniz, André Soares Ferreira, Lígia Figueiredo, Jorge Pablo Batista, Nasef Abdelatif, Stan N Finkelstein

Knee Surg Sports Traumatol Arthrosc· May 2023

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Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.
Marie-Laure Charpignon, Bella Vakulenko-Lagun, Bang Zheng, Colin Magdamo, Bowen Su, Stan N Finkelstein

Nat Commun· December 2022

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Systematically exploring repurposing effects of antihypertensives.
Zach Shahn, Phoebe Spear, Helen Lu, Sharon Jiang, Suki Zhang, Stan Finkelstein

Pharmacoepidemiol Drug Saf· September 2022

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State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation Study.
Raluca Cobzaru, Sharon Jiang, Kenney Ng, Stan Finkelstein, Roy Welsch

AMIA Annu Symp Proc· April 2022

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Early cost estimating model for new bioabsorbable orthopedic implant candidates: A theoretical study.
Lígia Figueiredo, Eric C Makhni, Meghan Dierks, Frederico Castelo Ferreira, Stan Finkelstein

J Mech Behav Biomed Mater· December 2021

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Data-driven curation process for describing the blood glucose management in the intensive care unit.
Aldo Robles Arévalo, Jason H Maley, Lawrence Baker, Susana M da Silva Vieira, João M da Costa Sousa, Stan Finkelstein

Sci Data· March 2021

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Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding.
Riccardo Levi, Francesco Carli, Aldo Robles Arévalo, Yuksel Altinel, Daniel J Stein, Stan Finkelstein

BMJ Health Care Inform· January 2021

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Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing.
Marta Fernandes, Rúben Mendes, Susana M Vieira, Francisca Leite, Carlos Palos, Stan Finkelstein

PLoS One· July 2020

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Real-world characterization of blood glucose control and insulin use in the intensive care unit.
Lawrence Baker, Jason H Maley, Aldo Arévalo, Francis DeMichele, Roselyn Mateo-Collado, Stan Finkelstein

Sci Rep· July 2020

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A Systems Approach to Analyzing and Preventing Hospital Adverse Events.
Nancy Leveson, Aubrey Samost, Sidney Dekker, Stan Finkelstein, Jai Raman

J Patient Saf· June 2020

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Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing.
Marta Fernandes, Rúben Mendes, Susana M Vieira, Francisca Leite, Carlos Palos, Stan Finkelstein

PLoS One· June 2020

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Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review.
Marta Fernandes, Susana M Vieira, Francisca Leite, Carlos Palos, Stan Finkelstein

Artif Intell Med· January 2020

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Bringing Stem Cell-Based Therapies for Type 1 Diabetes to the Clinic: Early Insights from Bioprocess Economics and Cost-Effectiveness Analysis.
Cátia Bandeiras, Joaquim M S Cabral, Robert A Gabbay, Stan N Finkelstein, Frederico Castelo Ferreira

Biotechnol J· August 2019

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Economics of Beta-Cell Replacement Therapy.
Cátia Bandeiras, Albert J Hwa, Joaquim M S Cabral, Frederico Castelo Ferreira, Stan N Finkelstein

Curr Diab Rep· August 2019

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Modeling biological and economic uncertainty on cell therapy manufacturing: the choice of culture media supplementation.
Cátia Bandeiras, Joaquim Ms Cabral, Stan N Finkelstein, Frederico Castelo Ferreira

Regen Med· December 2018

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Medical Students Who Pursue a Joint MD/MBA Degree: Who Are They and Where Are They Heading?
Edward Krupat, Jules L Dienstag, W Carl Kester, Stan N Finkelstein

Eval Health Prof· June 2017

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Nosocomial amplification of MERS-coronavirus in South Korea, 2015.
Maimuna S Majumder, John S Brownstein, Stan N Finkelstein, Richard C Larson, Lydia Bourouiba

Trans R Soc Trop Med Hyg· June 2017

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Preventive behaviors and perceptions of influenza vaccination among a university student population.
Sahar Hashmi, Lisa D'Ambrosio, David V Diamond, Mohammad S Jalali, Stan N Finkelstein

J Public Health (Oxf)· December 2016

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When a checklist is not enough: How to improve them and what else is needed.
Jaishankar Raman, Nancy Leveson, Aubrey Lynn Samost, Nikola Dobrilovic, Maggie Oldham, Stan Finkelstein

J Thorac Cardiovasc Surg· August 2016

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Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology.
Rúben Duarte M A Pereira, Cátia M Salgado, Andre Dejam, Shane R Reti, Susana M Vieira, Stan N Finkelstein

ScientificWorldJournal· July 2016

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Missing data in medical databases: impute, delete or classify?
Federico Cismondi, André S Fialho, Susana M Vieira, Shane R Reti, João M C Sousa, Stan N Finkelstein

Artif Intell Med· May 2013

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A home toolkit for primary prevention of influenza by individuals and families.
Stan Finkelstein, Shiva Prakash, Karima Nigmatulina, James McDevitt, Richard Larson

Disaster Med Public Health Prep· December 2011

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