Griffin M. Weber

Orcid: 0000-0002-2597-881X

According to our database1, Griffin M. Weber authored at least 50 papers between 2001 and 2023.

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Bibliography

2023
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation.
J. Am. Medical Informatics Assoc., November, 2023

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
J. Biomed. Informatics, March, 2023

Disparity in the Evolving COVID-19 Collaboration Network.
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023

HyperMinHash: MinHash in LogLog Space (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
HyperMinHash: MinHash in LogLog Space.
IEEE Trans. Knowl. Data Eng., 2022

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
npj Digit. Medicine, 2022

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.
J. Biomed. Informatics, 2022

SurvMaximin: Robust federated approach to transporting survival risk prediction models.
J. Biomed. Informatics, 2022

Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence.
J. Biomed. Informatics, 2022

i2b2 Modern UI to Achieve Unified i2b2/SHRINE User Experience.
Proceedings of the AMIA 2022, 2022

Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data.
Proceedings of the AMIA 2022, 2022

2021
Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?
npj Digit. Medicine, 2021

ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
J. Am. Medical Informatics Assoc., 2021

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.
J. Am. Medical Informatics Assoc., 2021

The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.
J. Am. Medical Informatics Assoc., 2021

Expected 10-anonymity of HyperLogLog sketches for federated queries of clinical data repositories.
Bioinform., 2021

Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Integrating Informatics for Integrating Biology and the Bedside with tranSMART: Flexible Data Warehousing with Complex Analytics.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
npj Digit. Medicine, 2020

Construction and Usage of a Human Body Common Coordinate Framework Comprising Clinical, Semantic, and Spatial Ontologies.
CoRR, 2020

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data.
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Accrual to Clinical Trials (ACT) - a SHRINE User Interface Refresh to Search for 125+ Million Lives.
Proceedings of the AMIA 2020, 2020

National Informatics Infrastructure Responding to the COVID-19 Pandemic.
Proceedings of the AMIA 2020, 2020

2019
The human body at cellular resolution: the NIH Human Biomolecular Atlas Program.
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Nat., 2019

Ten Years of CTSA Outputs and Moving Forward: How We Succeeded, What We Learned, and Moving Forward in the Open Science Environment.
Proceedings of the AMIA 2019, 2019

2017
Biases introduced by filtering electronic health records for patients with "complete data".
J. Am. Medical Informatics Assoc., 2017

HyperMinHash: Jaccard index sketching in LogLog space.
CoRR, 2017

Creating a Patient Information Commons from Multiple Research Informatics Platforms.
Proceedings of the Summit on Clinical Research Informatics, 2017

Profiles Research Networking Software: Recent Updates and Future Plans.
Proceedings of the Summit on Clinical Research Informatics, 2017

Visualizing healthcare system dynamics in biomedical Big Data.
Proceedings of the Summit on Clinical Research Informatics, 2017

Real-Time Queries of Millions of Patients Using Probabilistic Sketches.
Proceedings of the AMIA 2017, 2017

2015
Federated queries of clinical data repositories: Scaling to a national network.
J. Biomed. Informatics, 2015

2014
Brief communication: Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): Architecture.
J. Am. Medical Informatics Assoc., 2014

Query Health: standards-based, cross-platform population health surveillance.
J. Am. Medical Informatics Assoc., 2014

Profiles Research Networking Software: An Open Source Community.
Proceedings of the AMIA 2014, 2014

2013
An i2b2-based, generalizable, open source, self-scaling chronic disease registry.
J. Am. Medical Informatics Assoc., 2013

Harvard Faculty Finder: Research Networking Across a University.
Proceedings of the AMIA 2013, 2013

2012
Harvard Catalyst Profiles: Finding collaborators outside biomedicine.
Proceedings of the AMIA 2012, 2012

2011
Erratum to: An Online Evidence-Based Decision Support System for Distinguishing Benign from Malignant Vertebral Compression Fractures by Magnetic Resonance Imaging Feature Analysis.
J. Digit. Imaging, 2011

An Online Evidence-Based Decision Support System for Distinguishing Benign from Malignant Vertebral Compression Fractures by Magnetic Resonance Imaging Feature Analysis.
J. Digit. Imaging, 2011

Direct2Experts: a pilot national network to demonstrate interoperability among research-networking platforms.
J. Am. Medical Informatics Assoc., 2011

2010
BioNumbers - the database of key numbers in molecular and cell biology.
Nucleic Acids Res., 2010

Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2).
J. Am. Medical Informatics Assoc., 2010

2009
Application of Information Technology: The Shared Health Research Information Network (SHRINE): A Prototype Federated Query Tool for Clinical Data Repositories.
J. Am. Medical Informatics Assoc., 2009

2006
Representation in stochastic search for phylogenetic tree reconstruction.
J. Biomed. Informatics, 2006

2004
Multivariate selection of genetic markers in diagnostic classification.
Artif. Intell. Medicine, 2004

2002
Classification of gene expression data using fuzzy logic.
J. Intell. Fuzzy Syst., 2002

Building an asynchronous web-based tool for machine learning classification.
Proceedings of the AMIA 2002, 2002

2001
International Training in Medical Informatics: The Second Year of the Brazil/USA Project.
Proceedings of the AMIA 2001, 2001


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