Ioana Danciu

17 papers B 1Misc 4Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leveraging large language models to automate the identification of healthcare access barriers for veterans.
Int. J. Medical Informatics
Sudarshan Srinivasan, Caitlin Rizy, Maria Mahbub, David Bolme, Alina Peluso, Jodie Trafton, Ioana Danciu
2025 J jnl
HEMERA: A Human-Explainable Transformer Model for Estimating Lung Cancer Risk using GWAS Data.
CoRR
Maria Mahbub, Robert J. Klein, Myvizhi Esai Selvan, Rowena Yip, Claudia I. Henschke, Providencia Morales, Ian Goethert, Olivera Kotevska, Mayanka Chandra Shekar, Sean R. Wilkinson, Eileen McAllister, Samuel M. Aguayo, Zeynep H. Gümüs, Ioana Danciu, VA Million Veteran Program
2024 J jnl
Deep learning uncertainty quantification for clinical text classification.
J. Biomed. Informatics
Alina Peluso, Ioana Danciu, Hong-Jun Yoon, Jamaludin Mohd-Yusof, Tanmoy Bhattacharya, Adam Spannaus, Noah Schaefferkoetter, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Shang Gao
2024 J jnl
Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population.
CoRR
Mayanka Chandrashekar, Ian Goethert, Md Inzamam Ul Haque, Benjamin McMahon, Sayera Dhaubhadel, Kathryn Knight, Joseph Erdos, Donna Reagan, Caroline Taylor, Peter Kuzmak, John Michael Gaziano, Eileen McAllister, Lauren Costa, Yuk-Lam Ho, Kelly Cho, Suzanne Tamang, Samah Fodeh-Jarad, Olga S. Ovchinnikova, Amy C. Justice, Jacob D. Hinkle, Ioana Danciu
2024 J jnl
Dynamic Q&A of Clinical Documents with Large Language Models.
CoRR
Ran Elgedawy, Sudarshan Srinivasan, Ioana Danciu
2024 J jnl
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach.
CoRR
Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight
2024 J jnl
VISION: Toward a Standardized Process for Radiology Image Management at the National Level.
CoRR
Kathryn Knight, Ioana Danciu, Olga Ovchinnikova, Jacob D. Hinkle, Mayanka Chandra Shekar, Debangshu Mukherjee, Eileen McAllister, Caitlin Rizy, Kelly Cho, Amy C. Justice, Joseph Erdos, Peter Kuzmak, Lauren Costa, Yuk-Lam Ho, Reddy Madipadga, Suzanne Tamang, Ian Goethert
2023 J jnl
Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes.
CoRR
Maria Mahbub, Ian Goethert, Ioana Danciu, Kathryn Knight, Sudarshan Srinivasan, Suzanne Tamang, Karine Rozenberg-Ben-Dror, Hugo Solares, Susana B. Martins, Edmon Begoli, Gregory D. Peterson
2022 J jnl
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types.
J. Biomed. Informatics
Kevin De Angeli, Shang Gao, Ioana Danciu, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Mark Damesyn, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Hong-Jun Yoon
2022 J jnl
In with the old, in with the new: machine learning for time to event biomedical research.
J. Am. Medical Informatics Assoc.
Ioana Danciu, Greeshma A. Agasthya, Janet P. Tate, Mayanka Chandra Shekar, Ian Goethert, Olga Ovchinnikova, Benjamin H. McMahon, Amy C. Justice
2021 Misc conf
Machine Learning for Time to Event Biomedical Research.
AMIA
Ioana Danciu, Greeshma A. Agasthya, Janet P. Tate, Amy C. Justice, Benjamin H. McMahon, Olga Ovchinnikova
2020 B conf
Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Urban Modeling and Dynamics, Geophysics, and Biomedical Informatics.
SMC
Suzanne Parete-Koon, Peter F. Peterson, Garrett E. Granroth, Wenduo Zhou, Pravallika Devineni, Nouamane Laanait, Junqi Yin, Albina Y. Borisevich, Ketan Maheshwari, Melissa R. Allen-Dumas, Srinath Ravulaparthy, Kuldeep R. Kurte, Jibo Sanyal, Anne Berres, Olivera Kotevska, Folami Alamudun, Keith Gray, Max Grossman, Anar Yusifov, Ioana Danciu, Gil Alterovitz, Dasha Herrmannova
2018 Misc conf
What Do EHR Access Logs Tell Us About Workflow Patterns?
AMIA
Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl
2017 Misc conf
Mixed Methods Approach for Understanding Clinical Workflow.
AMIA
Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri
2016 J jnl
Managing and Communicating Operational Workflow.
Appl. Clin. Inform.
Stuart Weinberg, Ioana Danciu, Kim M. Unertl, Bryan D. Steitz
2014 J jnl
Secondary use of clinical data: The Vanderbilt approach.
J. Biomed. Informatics
Ioana Danciu, James D. Cowan, Melissa A. Basford, Xiaoming Wang, Alexander Saip, Susan Osgood, Jana Shirey-Rice, Jacqueline Kirby, Paul A. Harris
2013 Misc conf
Analyzing the Impact of Pharmacogenomics on Clinical Practice: A Visual Method.
AMIA
Ioana Danciu, Josh F. Peterson