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2020 – today
- 2024
[j5]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: 104576 (2024)- [i5]Ran Elgedawy, Sudarshan Srinivasan, Ioana Danciu:
Dynamic Q&A of Clinical Documents with Large Language Models. CoRR abs/2401.10733 (2024) - [i4]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 abs/2403.12297 (2024) - [i3]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 abs/2404.18842 (2024) - [i2]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 abs/2407.21149 (2024) - 2023
- [i1]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 abs/2305.08777 (2023) - 2022
- [j4]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): 1737-1743 (2022) - [j3]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: 103957 (2022) - 2021
- [c6]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 - 2020
- [c5]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: 425-442
2010 – 2019
- 2018
- [c4]Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl:
What Do EHR Access Logs Tell Us About Workflow Patterns? AMIA 2018 - 2017
- [c3]Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri:
Mixed Methods Approach for Understanding Clinical Workflow. AMIA 2017 - 2016
- [j2]Stuart Weinberg, Ioana Danciu, Kim M. Unertl, Bryan D. Steitz:
Managing and Communicating Operational Workflow. Appl. Clin. Inform. 07(01): 59-68 (2016) - 2014
- [j1]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: 28-35 (2014) - 2013
- [c2]Ioana Danciu, Josh F. Peterson:
Analyzing the Impact of Pharmacogenomics on Clinical Practice: A Visual Method. AMIA 2013
1990 – 1999
- 1998
- [c1]Ioana M. Danciu, John C. Hart:
Fractal Color Compression in the L*a*b* Uniform Color Space. Data Compression Conference 1998: 540
Coauthor Index
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