publication venue for
- A new deep learning framework to process Matrix-assisted Laser Desorption/Ionisation Mass Spectrometry Imaging (MALDI-MSI) data of Tissue Microarrays (TMAs).. 2023. 2023
- Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations.. 2023. 2023
- Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models.. 2023. 2023
- Understanding Barriers to the Collection of Mobile and Wearable Device Data to Monitor Health and Cognition in Older Adults: A Scoping Review.. 2023. 2023
- Characterizing Basic and Complex Usage of i2b2 at an Academic Medical Center.. 2020. 2020
- Mapping Local Biospecimen Records to the OMOP Common Data Model.. 2020. 2020
- Replacing Paper Informed Consent with Electronic Informed Consent for Research in Academic Medical Centers: A Scoping Review.. 2020. 2020
- A Method for Integrating Healthcare Provider Organization and Research Sponsor Systems and Workflows to Support Large-Scale Studies.. 2019. 2019
- A multi-task deep learning model for the classification of Age-related Macular Degeneration.. 2019. 2019
- Evaluation of a REDCap-based Workflow for Supporting Federal Guidance for Electronic Informed Consent.. 2019. 2019
- Feature Selection in Predictive Modeling: A Systematic Study on Drug Response Heterogeneity for Type II Diabetic Patients.. 2019. 2019
- Implementation of Informatics to Support the NIH All of Us Research Program in a Healthcare Provider Organization.. 2019. 2019
- Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem.. 2019. 2019
- Predictive Modeling of the Total Joint Replacement Surgery Risk: a Deep Learning Based Approach with Claims Data.. 2019. 2019
- CATCH-KB: Establishing a Pharmacogenomics Variant Repository for Chemotherapy-Induced Cardiotoxicity.. 2017. 2018
- Evaluating Generalizability of a Biospecimen Informatics Approach: Support for Local Requirements and Best Practices.. 2017. 2018
- From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability.. 2017. 2018
- Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data.. 2017. 2018
- NegBio: a high-performance tool for negation and uncertainty detection in radiology reports.. 2017. 2018
- D2Refine: A Platform for Clinical Research Study Data Element Harmonization and Standardization.. 2017. 2017
- Generalizable Middleware to Support Use of REDCap Dynamic Data Pull for Integrating Clinical and Research Data.. 2017. 2017
- Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation.. 2017. 2017
- A Decompositional Approach to Executing Quality Data Model Algorithms on the i2b2 Platform.. 2016. 2016
- A Modular Architecture for Electronic Health Record-Driven Phenotyping.. 2015. 2015
- A Prototype for Executable and Portable Electronic Clinical Quality Measures Using the KNIME Analytics Platform.. 2015. 2015
- Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity.. 2015. 2015
- Studying the Confounding Effects of Socio-Ecological Conditions in Retrospective Clinical Research: A Use Case of Social Stress.. 2015. 2015
- Leveraging an Electronic Health Record-Linked Biorepository to Generate a Metformin Pharmacogenomics Hypothesis.. 2015. 2015
- Detecting Associations between Major Depressive Disorder Treatment and Essential Hypertension using Electronic Health Records.. 2014. 2014
- Implementing a Clinical Research Management System: One Institution's Successful Approach Following Previous Failures.. 2014. 2014
- Simplifying complex clinical element models to encourage adoption.. 2014. 2014
- Towards personalized medicine: leveraging patient similarity and drug similarity analytics.. 2014. 2014
- Variation in Cohorts Derived from EHR Data in Four Care Delivery Settings.. 2014. 2014
- Bias in recording of body mass index data in the electronic health record.. 2013. 2013
- Mining Genotype-Phenotype Associations from Public Knowledge Sources via Semantic Web Querying.. 2013. 2013
- PharmGKB Drug Data Normalization with NDF-RT.. 2013. 2013
- Pharmacovigilance using Clinical Text.. 2013. 2013
- Using association rule mining for phenotype extraction from electronic health records.. 2013. 2013
- Using clinical element models for pharmacogenomic study data standardization.. 2013. 2013
- Using semantic web technologies for cohort identification from electronic health records for clinical research.. 2012. 2012
- Evaluating Phenotypic Data Elements for Genetics and Epidemiological Research: Experiences from the eMERGE and PhenX Network Projects.. 2011. 2011