Citation Impact
Citing Papers
PREDICTIVE MODELING OF HOSPITAL READMISSION RATES USING ELECTRONIC MEDICAL RECORD-WIDE MACHINE LEARNING: A CASE-STUDY USING MOUNT SINAI HEART FAILURE COHORT
2016
Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review
2016
The updated Consolidated Framework for Implementation Research based on user feedback
2022 Standout
Implementation support practitioners – a proposal for consolidating a diverse evidence base
2020
Health care-associated infections – an overview
2018 Standout
Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine
2017
The potential for artificial intelligence in healthcare
2019 Standout
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies
2013
MIMIC-III, a freely accessible critical care database
2016 Standout
Correlating electronic health record concepts with healthcare process events
2013 Standout
The Vagus Nerve at the Interface of the Microbiota-Gut-Brain Axis
2018 Standout
Spatial and temporal analyses to investigate infectious disease transmission within healthcare settings
2014
Genetic effects on gene expression across human tissues
2017 StandoutNature
Modeling healthcare data using multiple-channel latent Dirichlet allocation
2016
Assessing and managing risk when sharing aggregate genetic variant data
2011
Artificial intelligence in healthcare: transforming the practice of medicine
2021 Standout
A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop
2019
Optimisation of infection prevention and control in acute health care by use of behaviour change: a systematic review
2012
The REDCap consortium: Building an international community of software platform partners
2019 Standout
Building the foundation for genomics in precision medicine
2015 Nature
Big data and machine learning algorithms for health-care delivery
2019 Standout
The Inevitable Application of Big Data to Health Care
2013 Standout
Colorectal cancer
2019 Standout
Caveats for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research
2013
Genome-wide association analyses using electronic health records identify new loci influencing blood pressure variation
2016
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network
2013
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Next-generation phenotyping of electronic health records
2012
Multimodal biomedical AI
2022 Standout
The Society for Vascular Surgery practice guidelines on the care of patients with an abdominal aortic aneurysm
2017 Standout
The “All of Us” Research Program
2019 Standout
Automated machine learning: Review of the state-of-the-art and opportunities for healthcare
2020 Standout
Drug repurposing: progress, challenges and recommendations
2018 Standout
Understanding the mechanisms and drivers of antimicrobial resistance
2015 Standout
The hierarchical basis of neurovisceral integration
2017
Some experiences and opportunities for big data in translational research
2013
Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data
2013
ACMG recommendations for reporting of incidental findings in clinical exome and genome sequencing
2013 Standout
Global burden of liver disease: 2023 update
2023 Standout
The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview
2011 Standout
Combining structured and unstructured data to identify a cohort of ICU patients who received dialysis
2014
Machine Learning: Algorithms, Real-World Applications and Research Directions
2021 Standout
Regulation of G6PD acetylation by KAT9/SIRT2 modulates NADPH homeostasis and cell survival during oxidative stress
2014
Toward personalizing treatment for depression: predicting diagnosis and severity
2014
A machine learning-based framework to identify type 2 diabetes through electronic health records
2016
Adverse events after surgery for nonmalignant colon polyps are common and associated with increased length of stay and costs
2016
10 Years of GWAS Discovery: Biology, Function, and Translation
2017 Standout
Artificial Intelligence in Cardiology
2018 Standout
Artificial intelligence in healthcare
2018 Standout
Defining and measuring completeness of electronic health records for secondary use
2013
Mining electronic health records: towards better research applications and clinical care
2012 Standout
Genetics of abdominal aortic aneurysm
2013
The ATXN2-SH2B3 locus is associated with peripheral arterial disease: an electronic medical record-based genome-wide association study
2014
Key challenges for delivering clinical impact with artificial intelligence
2019 Standout
Return of individual research results from genome-wide association studies: experience of the Electronic Medical Records and Genomics (eMERGE) Network
2012
Cellular senescence: from physiology to pathology
2014 Standout
Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients
2014
Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data
2018 Standout
Translational Bioinformatics Embraces Big Data
2012
Natural Language Processing for EHR-Based Computational Phenotyping
2018
Heart disease classification using data mining tools and machine learning techniques
2020 Standout
Clinical Research Informatics: Survey of Recent Advances and Trends in a Maturing Field
2013
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
2020 Standout
Classification, Ontology, and Precision Medicine
2018
PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability
2016
The Genotype-Tissue Expression (GTEx) project.
2013 Standout
Evaluation of a Prediction Model for the Development of Atrial Fibrillation in a Repository of Electronic Medical Records
2016
An intelligent healthcare monitoring framework using wearable sensors and social networking data
2020 Standout
Toward a Literature-Driven Definition of Big Data in Healthcare
2015 Standout
Machine Learning in Medicine
2019 Standout
Big data in healthcare: management, analysis and future prospects
2019 Standout
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
2018 Standout
An Ontology-Oriented Architecture for Dealing With Heterogeneous Data Applied to Telemedicine Systems
2018
Epidemiology of Peripheral Artery Disease
2015 Standout
Using the PhenX Toolkit to Add Standard Measures to a Study
2015
Extracting research-quality phenotypes from electronic health records to support precision medicine
2015
Comparative analyses of population-scale phenomic data in electronic medical records reveal race-specific disease networks
2016
Review: Electronic Health Records and the Reliability and Validity of Quality Measures: A Review of the Literature
2010
The return of metabolism: biochemistry and physiology of the pentose phosphate pathway
2014 Standout
Electronic Public Health Registry of Extensively Drug-Resistant Organisms, Illinois, USA
2015
The Epidemiology of Carbapenem-Resistant Enterobacteriaceae: The Impact and Evolution of a Global Menace
2017 Standout
Learning statistical models of phenotypes using noisy labeled training data
2016
Clinical characteristics, complications, comorbidities and treatment patterns among patients with type 2 diabetes mellitus in a large integrated health system
2015
Deep Learning for Intelligent Human–Computer Interaction
2022 Standout
Machine learning in cardiovascular medicine: are we there yet?
2018
Identification of type 2 diabetes subgroups through topological analysis of patient similarity
2015
Works of Abel Kho being referenced
Practical challenges in integrating genomic data into the electronic health record
2013
Nascent Regional System for Alerting Infection Preventionists about Patients with Multidrug-Resistant Gram-Negative Bacteria: Implementation and Initial Results
2014
Impact of data fragmentation across healthcare centers on the accuracy of a high-throughput clinical phenotyping algorithm for specifying subjects with type 2 diabetes mellitus
2012
Implementing an animated geographic information system to investigate factors associated with nosocomial infections: A novel approach
2006
Improving Hypertension Quality Measurement Using Electronic Health Records
2009
Design patterns for the development of electronic health record-driven phenotype extraction algorithms
2014
Anatomic and Advanced Adenoma Detection Rates as Quality Metrics Determined via Natural Language Processing
2014
A genome- and phenome-wide association study to identify genetic variants influencing platelet count and volume and their pleiotropic effects
2013
Impact of Practice Facilitation in Primary Care on Chronic Disease Care Processes and Outcomes: a Systematic Review
2018
Importance of multi-modal approaches to effectively identify cataract cases from electronic health records
2012
An effective computerized reminder for contact isolation of patients colonized or infected with resistant organisms
2007
Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study
2011
Portability of an algorithm to identify rheumatoid arthritis in electronic health records
2012
Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods
2016
An evaluation of the NQF Quality Data Model for representing Electronic Health Record driven phenotyping algorithms.
2012
Utility of commonly captured data from an EHR to identify hospitalized patients at risk for clinical deterioration.
2007
Building bridges across electronic health record systems through inferred phenotypic topics
2015
Genetic Variants That Confer Resistance to Malaria Are Associated with Red Blood Cell Traits in African-Americans: An Electronic Medical Record-based Genome-Wide Association Study
2013
Electronic Medical Records for Genetic Research: Results of the eMERGE Consortium
2011
Analyzing the heterogeneity and complexity of Electronic Health Record oriented phenotyping algorithms.
2011
Generalization of Variants Identified by Genome‐Wide Association Studies for Electrocardiographic Traits in African Americans
2013