Author details

Full Name

Guoqian Jiang

Affiliation

Mayo Clinic Rochester Minnesota USA.

ORCID

Career Start Year

2002

Papers

129

H Index

Expertise

CM4AI Collaborator

Wade Schulz (CM4AI)

PMID	Paper Title	Journal Title	Published Year
36632328	Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation.	JAMIA Open	2023
38077277	Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.	Psychiatr Res Clin Pract	2023
37208478	Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.	Sci Rep	2023
37429512	AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.	J Biomed Inform	2023
36609415	Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.	Sci Rep	2023
36738387	Using real-world data from health systems to evaluate the safety and effectiveness of a catheter to treat ischemic ventricular tachycardia.	J Interv Card Electrophysiol	2023
35077901	Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration.	J Biomed Inform	2022
35737294	Correction to: Machine Learning in Causal Inference: Application in Pharmacovigilance.	Drug Saf	2022
35799370	Design and validation of a FHIR-based EHR-driven phenotyping toolbox.	J Am Med Inform Assoc	2022
35649342	BETA: a comprehensive benchmark for computational drug-target prediction.	Brief Bioinform	2022
35579811	Machine Learning in Causal Inference: Application in Pharmacovigilance.	Drug Saf	2022
35658098	Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation.	J Med Internet Res	2022
36462630	Machine Learning for Lung Cancer Diagnosis, Treatment, and Prognosis.	Genomics Proteomics Bioinformatics	2022
36089199	FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model.	J Biomed Inform	2022
35976649	Safety and Effectiveness of a Catheter With Contact Force and 6-Hole Irrigation for Ablation of Persistent Atrial Fibrillation in Routine Clinical Practice.	JAMA Netw Open	2022
35311903	Correction to: Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench.	J Am Med Inform Assoc	2022
33160272	Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data.	Int J Med Inform	2021
33781919	Development of a FHIR RDF data transformation and validation framework and its evaluation.	J Biomed Inform	2021
35047806	Feasibility of using real-world data in the evaluation of cardiac ablation catheters: a test-case of the National Evaluation System for Health Technology Coordinating Center.	BMJ Surg Interv Health Technol	2021
34457178	CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.	AMIA Jt Summits Transl Sci Proc	2021
34505903	Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench.	J Am Med Inform Assoc	2021
33936490	Exploring JSON-LD as an Executable Definition of FHIR RDF to Enable.	AMIA Annu Symp Proc	2021
34032581	Leveraging Genetic Reports and Electronic Health Records for the Prediction of Primary Cancers: Algorithm Development and Validation Study.	JMIR Med Inform	2021
34313748	Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report.	J Am Med Inform Assoc	2021
32458963	Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases.	J Am Med Inform Assoc	2020
31911172	Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.	J Biomed Inform	2020
33083543	Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.	Learn Health Syst	2020
33083540	Subphenotyping depression using machine learning and electronic health records.	Learn Health Syst	2020
33083538	Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.	Learn Health Syst	2020
32814201	A corpus-driven standardization framework for encoding clinical problems with HL7 FHIR.	J Biomed Inform	2020
32530430	Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study.	JMIR Med Inform	2020
32477698	Developing a FHIR-based Framework for Phenome Wide Association Studies: A Case Study with A Pan-Cancer Cohort.	AMIA Jt Summits Transl Sci Proc	2020
32477694	Integrating Electronic Health Record Data into the ADEpedia-on-OHDSI Platform for Improved Signal Detection: A Case Study of Immune-related Adverse Events.	AMIA Jt Summits Transl Sci Proc	2020
32477673	Challenges in Using a Graph Database to Represent and Analyze Mappings of Cancer Study Data Standards.	AMIA Jt Summits Transl Sci Proc	2020
32308871	Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms.	AMIA Annu Symp Proc	2020
32308812	Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.	AMIA Annu Symp Proc	2020
32134686	Developing an FHIR-Based Computational Pipeline for Automatic Population of Case Report Forms for Colorectal Cancer Clinical Trials Using Electronic Health Records.	JCO Clin Cancer Inform	2020
30943974	Developing a portable natural language processing based phenotyping system.	BMC Med Inform Decis Mak	2019
32025655	Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data.	JAMIA Open	2019
31865899	Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner.	BMC Med Inform Decis Mak	2019
31438202	Augmenting Medical Device Evaluation Using a Reusable Unique Device Identifier Interoperability Solution Based on the OHDSI Common Data Model.	Stud Health Technol Inform	2019
31437966	Stratified Mortality Prediction of Patients with Acute Kidney Injury in Critical Care.	Stud Health Technol Inform	2019
31259038	Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem.	AMIA Jt Summits Transl Sci Proc	2019
31259034	Coverage Evaluation of CTCAE for Capturing the Immune-related Adverse Events Leveraging Text Mining Technologies.	AMIA Jt Summits Transl Sci Proc	2019
31622801	Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.	J Biomed Inform	2019
31598581	An Interactive Visualization Tool for HL7 FHIR Specification Browsing and Profiling.	J Healthc Inform Res	2019
30738946	ADEpedia-on-OHDSI: A next generation pharmacovigilance signal detection platform using the OHDSI common data model.	J Biomed Inform	2019
29322305	Construction of mammographic examination process ontology using bottom-up hierarchical task analysis.	Radiol Phys Technol	2018
29888045	Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data.	AMIA Jt Summits Transl Sci Proc	2018
30124903	A case study evaluating the portability of an executable computable phenotype algorithm across multiple institutions and electronic health record environments.	J Am Med Inform Assoc	2018

1 - 50 of 129

Alejandro Metke-Jimenez

Australian e-Health Research Centre

Career Start Year 2015

Number of shared co-authors 4

Julian Varghese

Hopp Children's Cancer Center (KiTZ)

Career Start Year 2015

Number of shared co-authors 0

Jitendra Jonnagaddala

NMC Royal Hospital

Career Start Year 2014

Number of shared co-authors 2

Rui Zhang

University of Minnesota

Career Start Year 2011

Number of shared co-authors 2

Licong Cui

The University of Texas Health Science Center at Houston

Career Start Year 2011

Number of shared co-authors 4

Vianney Jouhet

Harvard Medical School

Career Start Year 2009

Number of shared co-authors 3

Kavishwar B Wagholikar

Massachusetts General Hospital

Career Start Year 2009

Number of shared co-authors 9

Sylvia Thun

Berlin Institute of Health at Charite-Universitatsmedizin Berlin

Career Start Year 2009

Number of shared co-authors 2

Jeffrey G Klann

Massachusetts General Hospital

Career Start Year 2008

Number of shared co-authors 11

Paul Avillach

Harvard Medical School

Career Start Year 2007

Number of shared co-authors 9

Matthias Samwald

Institute of Artificial Intelligence, Medical University of Vienna

Career Start Year 2007

Number of shared co-authors 5

Philip R O Payne

Institute for Informatics, Washington University School of Medicine in St. Louis

Career Start Year 2003

Number of shared co-authors 8

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 15

Javed Mostafa

University of North Carolina at Chapel Hill

Career Start Year 2001

Number of shared co-authors 1

Hyeoneui Kim

The College of Nursing, Seoul National University

Career Start Year 2001

Number of shared co-authors 7

Michael Hogarth

university of california san diego

Career Start Year 2000

Number of shared co-authors 2

Michel Dumontier

Institute of Data Science, Maastricht University

Career Start Year 1998

Number of shared co-authors 14

Rachel L Richesson

University of Michigan Medical School ann arbor

Career Start Year 1998

Number of shared co-authors 14

Qing Zeng-Treitler

The First Affiliated Hospital, Hengyang Medical School, University of South China

Career Start Year 1996

Number of shared co-authors 2

John F Hurdle

University of Utah

Career Start Year 1996

Number of shared co-authors 2

Steven H Brown

Vanderbilt University Medical Center

Career Start Year 1994

Number of shared co-authors 5

Olivier Bodenreider

National Institutes of Health

Career Start Year 1993

Number of shared co-authors 7

Shiqiang Tao

University of Texas Health Science Center at Houston

Career Start Year 1992

Number of shared co-authors 1

Martin Boeker

Institute of AI and Informatics in Medicine, Technical University of Munich

Career Start Year 1992

Number of shared co-authors 4

Robert H Dolin

Elimu Informatics Inc.

Career Start Year 1992

Number of shared co-authors 2

William R Hogan

College of Medicine, University of Florida

Career Start Year 1990

Number of shared co-authors 9

George Hripcsak

Columbia University

Career Start Year 1988

Number of shared co-authors 35

James J Cimino

Informatics Institute, University of Alabama

Career Start Year 1986

Number of shared co-authors 19

Peter L Elkin

Jacobs School of Medicine and Biomedical Sciences, University at Buffalo

Career Start Year 1985

Number of shared co-authors 6

Ronald Cornet

University of Amsterdam

Career Start Year 1975

Number of shared co-authors 1

row(s) 1 - 30 of 30

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 36

Jyotishman Pathak

Cornell University

Co-authored papers 31

Harold R Solbrig

Johns Hopkins University

Co-authored papers 24

Yue Yu

Health Sciences Mayo Clinic

Co-authored papers 22

Hongfang Liu

Mayo Clinic