Elmer V. Bernstam

Orcid: 0000-0001-7643-791X

According to our database1, Elmer V. Bernstam authored at least 91 papers between 2000 and 2023.

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Bibliography

2023
Confidence-based laboratory test reduction recommendation algorithm.
BMC Medical Informatics Decis. Mak., December, 2023

Technical/Algorithm, Stakeholder, and Society (TASS) barriers to the application of artificial intelligence in medicine: A systematic review.
J. Biomed. Informatics, November, 2023

Why is biomedical informatics hard? A fundamental framework.
J. Biomed. Informatics, April, 2023

A deep learning approach to identify missing <i>is-a</i> relations in SNOMED CT.
J. Am. Medical Informatics Assoc., February, 2023

Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc., 2023

Predicting multiple sclerosis disease severity with multimodal deep neural networks.
CoRR, 2023

2022
Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative.
J. Am. Medical Informatics Assoc., 2022

Closing the loop: automatically identifying abnormal imaging results in scanned documents.
J. Am. Medical Informatics Assoc., 2022

Understanding enterprise data warehouses to support clinical and translational research: enterprise information technology relationships, data governance, workforce, and cloud computing.
J. Am. Medical Informatics Assoc., 2022

Quantitating and assessing interoperability between electronic health records.
J. Am. Medical Informatics Assoc., 2022

ClinicalLayoutLM: A Pre-trained Multi-modal Model for Understanding Scanned Document in Electronic Health Records.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Generalized and transferable patient language representation for phenotyping with limited data.
J. Biomed. Informatics, 2021

Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance.
J. Biomed. Informatics, 2021

Understanding Enterprise Data Warehouses to Support Clinical and Translational Research: Initial Findings on Enterprise Information Technology Relationships, Data Governance, Workforce, and Cloud Computing.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Predict or draw blood: An integrated method to reduce lab tests.
J. Biomed. Informatics, 2020

Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity.
J. Am. Medical Informatics Assoc., 2020

SCOR: A secure international informatics infrastructure to investigate COVID-19.
J. Am. Medical Informatics Assoc., 2020

A deep learning solution to recommend laboratory reduction strategies in ICU.
Int. J. Medical Informatics, 2020

Automatic classification of scanned electronic health record documents.
Int. J. Medical Informatics, 2020

Rate of change in investigational treatment options: An analysis of reports from a large precision oncology decision support effort.
Int. J. Medical Informatics, 2020

2019
Rapamycin-mTOR+BRAF=? Using relational similarity to find therapeutically relevant drug-gene relationships in unstructured text.
J. Biomed. Informatics, 2019

A frame semantic overview of NLP-based information extraction for cancer-related EHR notes.
J. Biomed. Informatics, 2019

Bioinformatics service center projects go beyond service.
J. Biomed. Informatics, 2019

A federated EHR network data completeness tracking system.
J. Am. Medical Informatics Assoc., 2019

A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review.
Proceedings of the AMIA 2019, 2019

Continuum of Interoperability in Oncology EHR Implementations.
Proceedings of the AMIA 2019, 2019

2018
A FrameNet for Cancer Information in Clinical Narratives: Schema and Annotation.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

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

The Building Blocks of Inter-operability.
Appl. Clin. Inform., 2017

2016
Improving the utility of MeSH® terms using the TopicalMeSH representation.
J. Biomed. Informatics, 2016

Precision medicine informatics.
J. Am. Medical Informatics Assoc., 2016

Automated identification of molecular effects of drugs (AIMED).
J. Am. Medical Informatics Assoc., 2016

Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.
J. Am. Medical Informatics Assoc., 2016

Patient knowledge and information-seeking about personalized cancer therapy.
Int. J. Medical Informatics, 2016

Literature-Based Discovery of Confounding in Observational Clinical Data.
Proceedings of the AMIA 2016, 2016

Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures.
Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016

2015
Expert guided natural language processing using one-class classification.
J. Am. Medical Informatics Assoc., 2015

Patient-centered care, collaboration, communication, and coordination: a report from AMIA's 2013 Policy Meeting.
J. Am. Medical Informatics Assoc., 2015

Using Ontology Fingerprints to disambiguate gene name entities in the biomedical literature.
Database J. Biol. Databases Curation, 2015

Improving Retrieval of PubMed Articles Using the TopicalMeSH Representation.
Proceedings of the AMIA 2015, 2015

BigMouth: Development of a Scalable Infrastructure to Support Multi Institutional Data Sharing for Dentistry.
Proceedings of the AMIA 2015, 2015

2014
BigMouth: a multi-institutional dental data repository.
J. Am. Medical Informatics Assoc., 2014

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

A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation.
J. Am. Medical Informatics Assoc., 2014

Using Ontology Fingerprints to Disambiguate Gene Name Entities in the Biomedical Literature.
Proceedings of the 5th International Conference on Biomedical Ontology, 2014

Exploring the Use of SemRep Predications to Help Identify Secondary Drug Targets for Personalized Cancer Therapy.
Proceedings of the AMIA 2014, 2014

2013
SYFSA: A framework for Systematic Yet Flexible Systems Analysis.
J. Biomed. Informatics, 2013

Healthcare information technology and economics.
J. Am. Medical Informatics Assoc., 2013

Using Early Quizzes to Predict Student Outcomes in Online Introductory Biomedical Informatics Courses.
Proceedings of the AMIA 2013, 2013

Twinlist: Novel User Interface Designs for Medication Reconciliation.
Proceedings of the AMIA 2013, 2013

A Systematic Yet Flexible Systems Analysis Framework.
Proceedings of the AMIA 2013, 2013

Optimized Dual Threshold Entity Resolution For Electronic Health Record Databases - Training Set Size And Active Learning.
Proceedings of the AMIA 2013, 2013

Informatics Infrastructure for Routine Personalized Medicine.
Proceedings of the AMIA 2013, 2013

2012
Erratum to "Cross-terminology mapping challenges: A demonstration using medication terminological systems" [J. Biomed. Inform. (2012) 613-625].
J. Biomed. Informatics, 2012

Cross-terminology mapping challenges: A demonstration using medication terminological systems.
J. Biomed. Informatics, 2012

The SMART Platform: early experience enabling substitutable applications for electronic health records.
J. Am. Medical Informatics Assoc., 2012

Collaborative knowledge acquisition for the design of context-aware alert systems.
J. Am. Medical Informatics Assoc., 2012

Focus on information retrieval: Predicting biomedical document access as a function of past use.
J. Am. Medical Informatics Assoc., 2012

Graph-based signal integration for high-throughput phenotyping.
BMC Bioinform., 2012

Deterministic Binary Vectors for Efficient Automated Indexing of MEDLINE/PubMed Abstracts.
Proceedings of the AMIA 2012, 2012

Duplicate Patient Records - Implication for Missed Laboratory Results.
Proceedings of the AMIA 2012, 2012

2011
MEDRank: Using graph-based concept ranking to index biomedical texts.
Int. J. Medical Informatics, 2011

2010
What is biomedical informatics?
J. Biomed. Informatics, 2010

Unintended consequences of health information technology: A need for biomedical informatics.
J. Biomed. Informatics, 2010

Social support in an Internet weight loss community.
Int. J. Medical Informatics, 2010

2009
Sequential result refinement for searching the biomedical literature.
J. Biomed. Informatics, 2009

Research Paper: Predictors of Student Success in Graduate Biomedical Informatics Training: Introductory Course and Program Success.
J. Am. Medical Informatics Assoc., 2009

Comparing clinician knowledge and online information regarding Alli (Orlistat).
Int. J. Medical Informatics, 2009

Ontology driven integration platform for clinical and translational research.
BMC Bioinform., 2009

2007
Using hit curves to compare search algorithm performance.
J. Biomed. Informatics, 2007

Research paper: A Day in the Life of PubMed: Analysis of a Typical Day's Query Log.
J. Am. Medical Informatics Assoc., 2007

Toward a veterinary informatics research agenda: An analysis of the PubMed-indexed literature.
Int. J. Medical Informatics, 2007

Context, automated decision support, and clinical practice guidelines: Does the literature apply to the United States practice environment?
Int. J. Medical Informatics, 2007

Currency of Online Breast Cancer Information.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2006
Research Paper: Using Citation Data to Improve Retrieval from MEDLINE.
J. Am. Medical Informatics Assoc., 2006

2005
Searching for cancer-related information online: Unintended retrieval of complementary and alternative medicine information.
Int. J. Medical Informatics, 2005

Instruments to assess the quality of health information on the World Wide Web: what can our patients actually use?
Int. J. Medical Informatics, 2005

Usability of quality measures for online health information: Can commonly used technical quality criteria be reliably assessed?
Int. J. Medical Informatics, 2005

Persuasive Email Messages for Patient Communication.
Proceedings of the AMIA 2005, 2005

Using Incomplete Citation Data for MEDLINE Results Ranking.
Proceedings of the AMIA 2005, 2005

2004
Cancer-related Complementary and Alternative Medicine Online: Factors Affecting Information Retrieval.
Proceedings of the MEDINFO 2004, 2004

Inter-Observer Agreement for Quality Measures Applied to Online Health Information.
Proceedings of the MEDINFO 2004, 2004

2002
Saving Lives in Real-time: A Pre-hospital Telementoring Case.
Proceedings of the AMIA 2002, 2002

Evaluating the prevalence, content and readability of complementary and alternative medicine (CAM) web pages on the internet.
Proceedings of the AMIA 2002, 2002

Comparing communication technology on Chinese, English, and Spanish diabetes web sites.
Proceedings of the AMIA 2002, 2002

2001
Sharable Representation of Clinical Guidelines in GLIF: Relationship to the Arden Syntax.
J. Biomed. Informatics, 2001

Modification of GEM to Accommodate Changes in a Classification Scheme.
Proceedings of the AMIA 2001, 2001

Preliminary Evaluation of a Guideline Classification System.
Proceedings of the AMIA 2001, 2001

MedlineQBE (Query-by-Example).
Proceedings of the AMIA 2001, 2001

2000

Guideline classification to assist modeling, authoring, implementation and retrieval.
Proceedings of the AMIA 2000, 2000


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