Citation Impact
Citing Papers
Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review
2016
A novel method for estimating transgender status using electronic medical records
2016
In silico profiling of systemic effects of drugs to predict unexpected interactions
2018
Incidence of venous and arterial thromboembolic events reported in the tofacitinib rheumatoid arthritis, psoriasis and psoriatic arthritis development programmes and from real-world data
2020
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
MIMIC-III, a freely accessible critical care database
2016 Standout
A ‘Green Button’ For Using Aggregate Patient Data At The Point Of Care
2014
Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients
2014
DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants
2016 Standout
The use of machine learning for the identification of peripheral artery disease and future mortality risk
2016
Big data analytics to improve cardiovascular care: promise and challenges
2016
Convolutional neural networks: an overview and application in radiology
2018 Standout
PIC, a paediatric-specific intensive care database
2020
Machine learning for molecular and materials science
2018 StandoutNature
Big data and machine learning algorithms for health-care delivery
2019 Standout
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification
2018
Accuracy of an automated knowledge base for identifying drug adverse reactions
2016
Quantification of Diabetes Comorbidity Risks across Life Using Nation-Wide Big Claims Data
2015
Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations
2017 Standout
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Data Mining Algorithms and Techniques in Mental Health: A Systematic Review
2018 Standout
Disease Ontology 2015 update: an expanded and updated database of human diseases for linking biomedical knowledge through disease data
2014
Preparing Medical Imaging Data for Machine Learning
2020 Standout
The JAK/STAT signaling pathway: from bench to clinic
2021 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
Idiopathic pulmonary fibrosis
2017 Standout
MIMIC-IV, a freely accessible electronic health record dataset
2023 Standout
A guide to deep learning in healthcare
2018 Standout
Empirical Performance of the Calibrated Self-Controlled Cohort Analysis Within Temporal Pattern Discovery: Lessons for Developing a Risk Identification and Analysis System
2013
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 Standout
Artificial Intelligence in Cardiology
2018 Standout
Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets
2017
Application of text mining in the biomedical domain
2015
Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis
2015
Artificial intelligence in healthcare
2018 Standout
Radiomics: the bridge between medical imaging and personalized medicine
2017 Standout
Transgender Medicare Beneficiaries and Chronic Conditions: Exploring Fee-for-Service Claims Data
2017 Standout
The IUPHAR/BPS Guide to PHARMACOLOGY in 2018: updates and expansion to encompass the new guide to IMMUNOPHARMACOLOGY
2017 Standout
Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data
2018 Standout
Big Data technologies: A survey
2017 Standout
Dissecting racial bias in an algorithm used to manage the health of populations
2019 StandoutScience
Translational Bioinformatics Embraces Big Data
2012
Natural Language Processing for EHR-Based Computational Phenotyping
2018
Ensuring Fairness in Machine Learning to Advance Health Equity
2018 Standout
Bleeding Risks With Aspirin Use for Primary Prevention in Adults: A Systematic Review for the U.S. Preventive Services Task Force
2016
2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease: Executive Summary: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines
2019 Standout
A bibliometric analysis of event detection in social media
2018
Deep Learning for Health Informatics
2016 Standout
Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for Epilepsy.
2017
Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus
2016 Standout
Toward a Global Understanding of Chemical Pollution: A First Comprehensive Analysis of National and Regional Chemical Inventories
2020 Standout
Androgen Deprivation Therapy and Future Alzheimer’s Disease Risk
2015
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability
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
Implementing Machine Learning in Health Care — Addressing Ethical Challenges
2018 Standout
Machine Learning in Medicine
2019 Standout
Big Data Application in Biomedical Research and Health Care: A Literature Review
2016
Molecular Docking: Shifting Paradigms in Drug Discovery
2019 Standout
Big data in healthcare: management, analysis and future prospects
2019 Standout
Deep Learning to Classify Radiology Free-Text Reports
2017
Information Retrieval and Text Mining Technologies for Chemistry
2017
A review of existing and emerging digital technologies to combat the global trade in fake medicines
2017 Standout
Past, present, and future of smart learning: a topic-based bibliometric analysis
2021 Standout
A method for systematic discovery of adverse drug events from clinical notes
2015
A new architecture of Internet of Things and big data ecosystem for secured smart healthcare monitoring and alerting system
2017 Standout
Learning Low-Dimensional Representations of Medical Concepts.
2016
Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams
2016
Addressing unmeasured confounding in comparative observational research
2018 StandoutNobel
Learning statistical models of phenotypes using noisy labeled training data
2016
Deep Learning for Intelligent Human–Computer Interaction
2022 Standout
2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines
2019 Standout
Works of Paea LePendu being referenced
Profiling risk factors for chronic uveitis in juvenile idiopathic arthritis: a new model for EHR-based research
2013
Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records
2013
Enabling enrichment analysis with the Human Disease Ontology
2011
Performance of Pharmacovigilance Signal-Detection Algorithms for the FDA Adverse Event Reporting System
2013
Text Mining for Adverse Drug Events: the Promise, Challenges, and State of the Art
2014
Mining clinical text for signals of adverse drug-drug interactions
2013
Pharmacovigilance Using Clinical Notes
2013
Toward personalizing treatment for depression: predicting diagnosis and severity
2014
Annotation Analysis for Testing Drug Safety Signals using Unstructured Clinical Notes
2012
Automated Detection of Off-Label Drug Use
2014
Proton Pump Inhibitor Usage and the Risk of Myocardial Infarction in the General Population
2015
Practice-Based Evidence: Profiling the Safety of Cilostazol by Text-Mining of Clinical Notes
2013
Building the graph of medicine from millions of clinical narratives
2014
Functional evaluation of out-of-the-box text-mining tools for data-mining tasks
2014
Using temporal patterns in medical records to discern adverse drug events from indications.
2012