Andrea Beam

Affiliations

Center for Epidemiology and Animal Health, Animal and Plant Health Inspection Service, United States Department of Agriculture, Fort Collins, CO, United States.

Publications (11)

Effect of Diet and Dietary Components on the Composition of the Gut Microbiota.

Nutrients

Avec: Ashley Beam , Elizabeth Clinger , Lei Hao

A structural characterization of shortcut features for prediction.

European journal of epidemiology

Avec: David Bellamy , Miguel A Hernán , Andrew Beam

Investigation of risk factors for introduction of highly pathogenic avian influenza H5N1 virus onto table egg farms in the United States, 2022: a case-control study.

Frontiers in veterinary science

Avec: Alice L Green , Matthew Branan , Victoria L Fields , Kelly Patyk , Stephanie K Kolar , Andrea Beam , Katherine Marshall , Rachel McGuigan , Matthew Vuolo , Alexis Freifeld , Mia Kim Torchetti , Kristina Lantz , Amy H Delgado

Perinatal Factors Associated with Successful Pharmacologic Closure of the Patent Ductus Arteriosus in Premature Infants.

Pediatric cardiology

Avec: Puneet Sharma , Addison Gearhart , Kristyn Beam , Fotios Spyropoulos , Andrew J Powell , Andrew Beam , Philip Levy

Automated grouping of medical codes via multiview banded spectral clustering.

Journal of biomedical informatics

Avec: Luwan Zhang , Yichi Zhang , Tianrun Cai , Yuri Ahuja , Zeling He , Yuk-Lam Ho , Andrew Beam , Kelly Cho , Robert Carroll , Joshua Denny , Isaac Kohane , Katherine Liao , Tianxi Cai

Trends and Focus of Machine Learning Applications for Health Research.

JAMA network open

Avec: Brett Beaulieu-Jones , Samuel G Finlayson , Corey Chivers , Irene Chen , Matthew McDermott , Jaz Kandola , Adrian V Dalca , Andrew Beam , Madalina Fiterau , Tristan Naumann

Feature extraction for phenotyping from semantic and knowledge resources.

Journal of biomedical informatics

Avec: Wenxin Ning , Stephanie Chan , Andrew Beam , Ming Yu , Alon Geva , Katherine Liao , Mary Mullen , Kenneth D Mandl , Isaac Kohane , Tianxi Cai , Sheng Yu

National Needs Assessment of Utilization of Common Newborn Clinical Decision Support Tools.

American journal of perinatology

Avec: Kristyn Beam , Cindy Wang , Andrew Beam , Reese Clark , Veeral Tolia , Kaashif Ahmad

Exploring the Number of Web-Based Behavioral Health Coaching Sessions Associated With Symptom Improvement in Youth: Observational Retrospective Analysis.

JMIR formative research

Avec: Darian Lawrence-Sidebottom , Landry Goodgame Huffman , Aislinn Beam , Rachael Guerra , Amit Parikh , Monika Roots , Jennifer Huberty

Time to reality check the promises of machine learning-powered precision medicine.

The Lancet. Digital health

Avec: Jack Wilkinson , Kellyn F Arnold , Eleanor J Murray , Maarten van Smeden , Kareem Carr , Rachel Sippy , Marc de Kamps , Andrew Beam , Stefan Konigorski , Christoph Lippert , Mark S Gilthorpe , Peter W G Tennant

Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance prediction.

EBioMedicine

Avec: Michael L Chen , Akshith Doddi , Jimmy Royer , Luca Freschi , Marco Schito , Matthew Ezewudo , Isaac S Kohane , Andrew Beam , Maha Farhat

Réseau de co-auteurs

Andrew Beam 8 collaborations

Kristyn Beam 2 collaborations

Isaac Kohane 2 collaborations

Katherine Liao 2 collaborations

Tianxi Cai 2 collaborations

Ashley Beam 1 collaboration

Elizabeth Clinger 1 collaboration

Lei Hao 1 collaboration

David Bellamy 1 collaboration

Miguel A Hernán 1 collaboration

Alice L Green 1 collaboration

Matthew Branan 1 collaboration

Victoria L Fields 1 collaboration

Kelly Patyk 1 collaboration

Stephanie K Kolar 1 collaboration

Katherine Marshall 1 collaboration

Rachel McGuigan 1 collaboration

Matthew Vuolo 1 collaboration

Alexis Freifeld 1 collaboration

Mia Kim Torchetti 1 collaboration

Kristina Lantz 1 collaboration

Amy H Delgado 1 collaboration

Puneet Sharma 1 collaboration

Addison Gearhart 1 collaboration

Fotios Spyropoulos 1 collaboration

Andrew J Powell 1 collaboration

Philip Levy 1 collaboration

Luwan Zhang 1 collaboration

Yichi Zhang 1 collaboration

Tianrun Cai 1 collaboration

Yuri Ahuja 1 collaboration

Zeling He 1 collaboration

Yuk-Lam Ho 1 collaboration

Kelly Cho 1 collaboration

Robert Carroll 1 collaboration

Joshua Denny 1 collaboration

Brett Beaulieu-Jones 1 collaboration

Samuel G Finlayson 1 collaboration

Corey Chivers 1 collaboration

Irene Chen 1 collaboration

Matthew McDermott 1 collaboration

Jaz Kandola 1 collaboration

Adrian V Dalca 1 collaboration

Madalina Fiterau 1 collaboration

Tristan Naumann 1 collaboration

Wenxin Ning 1 collaboration

Stephanie Chan 1 collaboration

Ming Yu 1 collaboration

Alon Geva 1 collaboration

Mary Mullen 1 collaboration

Kenneth D Mandl 1 collaboration

Sheng Yu 1 collaboration

Cindy Wang 1 collaboration

Reese Clark 1 collaboration

Veeral Tolia 1 collaboration

Kaashif Ahmad 1 collaboration

Darian Lawrence-Sidebottom 1 collaboration

Landry Goodgame Huffman 1 collaboration

Aislinn Beam 1 collaboration

Rachael Guerra 1 collaboration

Amit Parikh 1 collaboration

Monika Roots 1 collaboration

Jennifer Huberty 1 collaboration

Jack Wilkinson 1 collaboration

Kellyn F Arnold 1 collaboration

Eleanor J Murray 1 collaboration

Maarten van Smeden 1 collaboration

Kareem Carr 1 collaboration

Rachel Sippy 1 collaboration

Marc de Kamps 1 collaboration

Stefan Konigorski 1 collaboration

Christoph Lippert 1 collaboration

Mark S Gilthorpe 1 collaboration

Peter W G Tennant 1 collaboration

Michael L Chen 1 collaboration

Akshith Doddi 1 collaboration

Jimmy Royer 1 collaboration

Luca Freschi 1 collaboration

Marco Schito 1 collaboration

Matthew Ezewudo 1 collaboration

Isaac S Kohane 1 collaboration

Maha Farhat 1 collaboration