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Ioana Danciu

Oak Ridge National Laboratory

14H-index
51Paper Count
1.5KCitation Count
Published Papers 18
Publication Date
Increasing value in the Veterans Affairs Healthcare System (VA) with precision health: a continuing landmark collaboration with the Department of Energy
err2026-04-25
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PREAI
errAmy C Justice, MD, PhD; Benjamin McMahon, PhD; Daniel A Jacobson, PhD; Kelly Cho, PhD, MPH; Anuj J Kapadia, PhD; Samuel M Aguayo, MD; Zeynep H Gümüş, PhD; Ioana Danciu, PhD; Jean C Beckham, PhD; Nathan A Kimbrel, PhD; Silvia Crivelli, PhD; Eilis A Boudreau, MD, PhD; Pat Finley; Alex K Bryant, MD; Michael Green, MD; Shinjae Yoo, PhD; Jacob Joseph, MD; Peter Reaven, MD; Jin Zhou, PhD; Shiuh-Wen Luoh, MD; Ravi Madduri, MS; Ayman Fanous, MD; Khushbu Agarwal, MS, BE; Harshini Mukundan, PhD; Sumitra Muralidhar, PhD
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Leveraging large language models to automate the identification of healthcare access barriers for veterans
err2025-12-30
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errOAAI
errSudarshan Srinivasan; Caitlin Rizy; Maria Mahbub; David Bolme; Alina Peluso; Jodie Trafton; Ioana Danciu
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Adaption and National Validation of a Tool for Predicting Mortality from Other Causes Among Men with Nonmetastatic Prostate Cancer
err2024-08-01
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PREAI
errJustice, Amy C.; Tate, Janet P.; Howland, Frank; Gaziano, J. Michael; Kelley, Michael J.; Mcmahon, Benjamin; Haiman, Christopher; Wadia, Roxanne; Madduri, Ravi; Danciu, Ioana; Leppert, John T.; Leapman, Michael S.; Thurtle, David; Gnanapragasam, Vincent J.
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Question-answering system extracts information on injection drug use from clinical notes
err2024-04-03
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errOAAI
errMahbub, Maria; Goethert, Ian; Danciu, Ioana; Knight, Kathryn; Srinivasan, Sudarshan; Tamang, Suzanne; Rozenberg-Ben-Dror, Karine; Solares, Hugo; Martins, Susana; Trafton, Jodie; Begoli, Edmon; Peterson, Gregory D.
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Deep learning uncertainty quantification for clinical text classification
err2024-01-01
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errOAAI
errPeluso, Alina; Danciu, Ioana; Yoon, Hong-Jun; Yusof, Jamaludin Mohd; Bhattacharya, Tanmoy; Spannaus, Adam; Schaefferkoetter, Noah; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Schwartz, Stephen; Wiggins, Charles; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D.; Gao, Shang
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Assessing performance of biomarker extraction from electronic health records: Data augmentation methods for a hierarchical self-attention network (HiSAN)
err2023-04-04
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PREAI
errPriya, Shalini; Peluso, Alina; Shekhar, Mayanka Chandra; Danciu, Ioana; Miller, Jordan; Hanson, Heidi A.
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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types
err2022-01-01
err25
errOAAI
errDe Angeli, Kevin; Gao, Shang; Danciu, Ioana; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Schwartz, Stephen; Wiggins, Charles; Damesyn, Mark; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D.; Yoon, Hong-Jun
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Pharmacoepidemiology, Machine Learning, and COVID-19: An Intent-to-Treat Analysis of Hydroxychloroquine, With or Without Azithromycin, and COVID-19 Outcomes Among Hospitalized US Veterans
err2021-06-24
err4
errOAAI
errGerlovin, Hanna; Posner, Daniel C.; Ho, Yuk-Lam; Rentsch, Christopher T.; Tate, Janet P.; King, Joseph T. Jr Jr; Kurgansky, Katherine E.; Danciu, Ioana; Costa, Lauren; Linares, Franciel A.; Goethert, Ian D.; Jacobson, Daniel A.; Freiberg, Matthew S.; Begoli, Edmon; Muralidhar, Sumitra; Ramoni, Rachel B.; Tourassi, Georgia; Gaziano, J. Michael; Justice, Amy C.; Gagnon, David R.; Cho, Kelly
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Use of Natural Language Processing to Extract Clinical Cancer Phenotypes from Electronic Medical Records
err2019-11-01
err91
errOAAI
errSavova, Guergana K.; Danciu, Ioana; Alamudun, Folami; Miller, Timothy; Lin, Chen; Bitterman, Danielle S.; Tourassi, Georgia; Warner, Jeremy L.
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A prognostic model based on readily available clinical data enriched a pre-emptive pharmacogenetic testing program
err2016-04-01
err16
errOAAI
errSchildcrout, Jonathan S.; Shi, Yaping; Danciu, Ioana; Bowton, Erica; Field, Julie R.; Pulley, Jill M.; Basford, Melissa A.; Gregg, William; Cowan, James D.; Harrell, Frank E., Jr.; Roden, Dan M.; Peterson, Josh F.; Denny, Joshua C.
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Acute Kidney Injury Incidence in Noncritically Ill Hospitalized Children, Adolescents, and Young Adults: A Retrospective Observational Study
err2016-03-01
err99
errOAAI
errMcGregor, Tracy L.; Jones, Deborah P.; Wang, Li; Danciu, Ioana; Bridges, Brian C.; Fleming, Geoffrey M.; Shirey-Rice, Jana; Chen, Lixin; Byrne, Daniel W.; Van Driest, Sara L.
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Physician Response to Implementation of Genotype-Tailored Antiplatelet Therapy
err2016-02-17
err48
errOAAI
errPeterson, J. F.; Field, J. R.; Unertl, K. M.; Schildcrout, J. S.; Johnson, D. C.; Shi, Y.; Danciu, I.; Cleator, J. H.; Pulley, J. M.; McPherson, J. A.; Denny, J. C.; Laposata, M.; Roden, D. M.; Johnson, K. B.
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Secondary use of clinical data: The Vanderbilt approach
err2014-12-01
err195
errOAAI
errDanciu, Ioana; Cowan, James D.; Basford, Melissa; Wang, Xiaoming; Saip, Alexander; Osgood, Susan; Shirey-Rice, Jana; Kirby, Jacqueline; Harris, Paul A.
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Electronic Surveillance and Pharmacist Intervention for Vulnerable Older Inpatients on High-Risk Medication Regimens
err2014-11-03
err27
errOAAI
errPeterson, Josh F.; Kripalani, Sunil; Danciu, Ioana; Harrell, Debbie; Marvanova, Marketa; Mixon, Amanda S.; Rodriguez, Carmen; Powers, James S.
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Adverse Drug Events during AKI and Its Recovery
err2013-07-01
err62
errOAAI
errCox, Zachary L.; McCoy, Allison B.; Matheny, Michael E.; Bhave, Gautam; Peterson, Neeraja B.; Siew, Edward D.; Lewis, Julia; Danciu, Ioana; Bian, Aihua; Shintani, Ayumi; Ikizler, T. Alp; Neal, Erin B.; Peterson, Josh F.
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Estimating Baseline Kidney Function in Hospitalized Patients with Impaired Kidney Function
err2012-05-01
err226
errOAAI
errSiew, Edward D.; Ikizler, T. Alp; Matheny, Michael E.; Shi, Yaping; Schildcrout, Jonathan S.; Danciu, Ioana; Dwyer, Jamie P.; Srichai, Manakan; Hung, Adriana M.; Smith, James P.; Peterson, Josh F.
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A Computerized Provider Order Entry Intervention for Medication Safety During Acute Kidney Injury: A Quality Improvement Report
err2010-11-01
err94
errOAAI
errMcCoy, Allison B.; Waitman, Lemuel R.; Gadd, Cynthia S.; Danciu, Ioana; Smith, James P.; Lewis, Julia B.; Schildcrout, Jonathan S.; Peterson, Josh F.
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Effects of aging on the 1/f noise of metal-oxide-semiconductor field effect transistors
err2007-10-22
err15
PREAI
errZhou, X. J.; Fleetwood, D. M.; Danciu, I.; Dasgupta, A.; Francis, S. A.; Touboul, A. D.
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