Ioana Danciu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Top Venues

J. Biomed. Informatics

Publications

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
VISION: Toward a Standardized Process for Radiology Image Management at the National Level. CoRR (2024)
Mayanka Chandra Shekar, 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
Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population. CoRR (2024)
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
Deep learning uncertainty quantification for clinical text classification. J. Biomed. Informatics 149 (2024)
Ran Elgedawy, Sudarshan Srinivasan, Ioana Danciu
Dynamic Q&A of Clinical Documents with Large Language Models. CoRR (2024)
Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach. CoRR (2024)
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
Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes. CoRR (2023)
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
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types. J. Biomed. Informatics 125 (2022)
Ioana Danciu, Greeshma A. Agasthya, Janet P. Tate, Mayanka Chandra-Shekar, Ian Goethert, Olga Ovchinnikova, Benjamin H. McMahon, Amy C. Justice
In with the old, in with the new: machine learning for time to event biomedical research. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Ioana Danciu, Greeshma A. Agasthya, Janet P. Tate, Amy C. Justice, Benjamin H. McMahon, Olga Ovchinnikova
Machine Learning for Time to Event Biomedical Research. AMIA (2021)
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
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 (2020)
Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl
What Do EHR Access Logs Tell Us About Workflow Patterns? AMIA (2018)
Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri
Mixed Methods Approach for Understanding Clinical Workflow. AMIA (2017)
Stuart Weinberg, Ioana Danciu, Kim M. Unertl, Bryan D. Steitz
Managing and Communicating Operational Workflow. Appl. Clin. Inform. 7 (01) (2016)
Ioana Danciu, James D. Cowan, Melissa A. Basford, Xiaoming Wang, Alexander Saip, Susan Osgood, Jana Shirey-Rice, Jacqueline Kirby, Paul A. Harris
Secondary use of clinical data: The Vanderbilt approach. J. Biomed. Informatics 52 (2014)
Ioana Danciu, Josh F. Peterson
Analyzing the Impact of Pharmacogenomics on Clinical Practice: A Visual Method. AMIA (2013)