publication venue for
- A Method for Enabling Digital Health Technologies in Clinical and Translational Research at an Academic Medical Center.. 2025. 2025
- DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization.. 2025. 2025
- Enhancing Disease Detection in Radiology Reports Through Fine-tuning Lightweight LLM on Weak Labels.. 2025. 2025
- Implementation of a Machine Learning Risk Prediction Model for Postpartum Depression in the Electronic Health Records.. 2024. 2024
- Learning Phenotypic Associations for Parkinson's Disease with Longitudinal Clinical Records.. 2024. 2024
- 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
- 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
- Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity.. 2015. 2015
- Cross-system evaluation of clinical trial search engines.. 2014. 2014
- Implementing a Clinical Research Management System: One Institution's Successful Approach Following Previous Failures.. 2014. 2014
- Towards personalized medicine: leveraging patient similarity and drug similarity analytics.. 2014. 2014
- Pharmacovigilance using Clinical Text.. 2013. 2013