Daniel Fabbri

64 papers A* 4A 1B 1C 1Misc 16Journal 28Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
An artificial intelligence framework for end-to-end rare disease phenotyping from clinical notes using large language models.
CoRR
Cathy Shyr, Yan Hu, Rory J. Tinker, Thomas Cassini, Kevin W. Byram, Rizwan Hamid, Daniel Fabbri, Adam Wright, Josh F. Peterson, Lisa Bastarache, Hua Xu
2025 J jnl
Computational Framework for Structuring and Analyzing Clinical Trial Criteria for AI-Guided Fine-grained Matching.
J. Medical Syst.
Daniel R. S. Habib, Ishan Mahajan, Betina Evancha, Christine Micheel, Daniel Fabbri
2025 J jnl
Secondary use of radiological imaging data: Vanderbilt's ImageVU approach.
J. Biomed. Informatics
David S. Smith, Karthik Ramadass, Laura M. Jones, Jennifer Morse, Daniel Fabbri, Joseph R. Coco, Shunxing Bao, Melissa A. Basford, Peter J. Embi, Reed A. Omary, John C. Gore, Jill M. Pulley, Bennett A. Landman
2022 Misc conf
Accelerated Data Curation of Colitis Cases.
AMIA
Protiva Rahman, Cheng Ye, Kate Mittendorf, Michele L. LeNoue-Newton, Christine Micheel, Daniel Fabbri
2022 Misc conf
Classifying Infection Risk Following Pediatric Cardiac Surgery.
AMIA
Kaitlin C. Williamson, Daniel Fabbri
2022 Misc conf
Semi-Automated Data Curation from Biomedical Literature.
AMIA
Protiva Rahman, Daniel Fabbri
2021 J jnl
A Perioperative Care Display for Understanding High Acuity Patients.
Appl. Clin. Inform.
Laurie Lovett Novak, Jonathan P. Wanderer, David A. Owens, Daniel Fabbri, Julian Z. Genkins, Thomas A. Lasko
2021 Misc conf
Automatic Data Curation from Unstructured Text.
AMIA
Protiva Rahman, Daniel Fabbri
2021 Misc conf
Classifying Infection Risk Following Pediatric Cardiac Surgery.
AMIA
Kaitlin C. Williamson, Daniel Fabbri
2021 J jnl
Delirium Variability is Influenced by the Sound Environment (DEVISE Study): How Changes in the Intensive Care Unit soundscape affect delirium incidence.
J. Medical Syst.
Ayush Sangari, Elizabeth A. Emhardt, Barbara Salas, Andrew Avery, Robert E. Freundlich, Daniel Fabbri, Matthew S. Shotwell, Joseph J. Schlesinger
2021 J jnl
Extracting Medical Information from Paper COVID-19 Assessment Forms.
Appl. Clin. Inform.
Jacob D. Schultz, Colin G. White-Dzuro, Cheng Ye, Joseph R. Coco, Janet M. Myers, Claude Shackelford, S. Trent Rosenbloom, Daniel Fabbri
2021 J jnl
Leveraging medical context to recommend semantically similar terms for chart reviews.
BMC Medical Informatics Decis. Mak.
Cheng Ye, Bradley A. Malin, Daniel Fabbri
2021 J jnl
Phenotyping coronavirus disease 2019 during a global health pandemic: Lessons learned from the characterization of an early cohort.
J. Biomed. Informatics
Sarah DeLozier, Sarah Bland, Melissa McPheeters, Quinn Stanton Wells, Eric Farber-Eger, Cosmin Adrian Bejan, Daniel Fabbri, S. Trent Rosenbloom, Dan M. Roden, Kevin B. Johnson, Wei-Qi Wei, Josh F. Peterson, Lisa Bastarache
2021 Misc conf
Predicting Motor Responsiveness to Deep Brain Stimulation with Machine Learning.
AMIA
Kevin J. Krause, Fenna Phibbs, Thomas Davis, Daniel Fabbri
2020 — conf
Emergency Clinical Procedure Detection With Deep Learning.
EMBC
Lingfeng Li, Richard A. Paris, Conner Pinson, Yan Wang, Joseph R. Coco, Jamison Heard, Julie A. Adams, Daniel Fabbri, Bobby Bodenheimer
2020 A* conf
To Warn or Not to Warn: Online Signaling in Audit Games.
ICDE
Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
2020 J jnl
User-Centered Clinical Display Design Issues for Inpatient Providers.
Appl. Clin. Inform.
Thomas A. Lasko, David A. Owens, Daniel Fabbri, Jonathan P. Wanderer, Julian Z. Genkins, Laurie L. Novak
2019 — conf
Automatic Clinical Procedure Detection for Emergency Services.
EMBC
Jamison Heard, Richard A. Paris, Deirdre Scully, Candace D. McNaughton, Jesse M. Ehrenfeld, Joseph R. Coco, Daniel Fabbri, Bobby Bodenheimer, Julie A. Adams
2019 J jnl
Copy-and-Paste in Medical Student Notes: Extent, Temporal Trends, and Relationship to Scholastic Performance.
Appl. Clin. Inform.
Ken Monahan, Cheng Ye, Edward Gould, Meng Xu, Shi Huang, Anderson Spickard, S. Trent Rosenbloom, Joseph R. Coco, Daniel Fabbri, Bonnie Miller
2019 J jnl
Database Audit Workload Prioritization via Game Theory.
ACM Trans. Priv. Secur.
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2019 Misc conf
Feasibility Assessment of a Pre-Hospital Automated Sensing Clinical Documentation System.
AMIA
Sean M. Bloos, Candace D. McNaughton, Joseph R. Coco, Laurie L. Novak, Julie A. Adams, Robert E. Bodenheimer, Jesse M. Ehrenfeld, Jamison R. Heard, Richard A. Paris, Christopher L. Simpson, Deirdre M. Scully, Daniel Fabbri
2019 — conf
Heatmap generation for emergency medical procedure identification.
Image-Guided Procedures
Richard A. Paris, Paul Sullivan, Jamison Heard, Diedre Scully, Candace D. McNaughton, Jesse M. Ehrenfeld, Julie A. Adams, Joseph R. Coco, Daniel Fabbri, Bobby Bodenheimer
2019 J jnl
To Warn or Not to Warn: Online Signaling in Audit Games.
CoRR
Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
2018 J jnl
A System for Automated Determination of Perioperative Patient Acuity.
J. Medical Syst.
Linda Zhang, Daniel Fabbri, Thomas A. Lasko, Jesse M. Ehrenfeld, Jonathan P. Wanderer
2018 J jnl
A comparative analysis of state-of-the-art SQL-on-Hadoop systems for interactive analytics.
CoRR
Ashish Tapdiya, Daniel Fabbri
2018 Misc conf
Crowdsourcing Clinical Chart Reviews.
AMIA
Joseph R. Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley A. Malin, Thomas A. Lasko, Daniel Fabbri
2018 J jnl
Development of an automated phenotyping algorithm for hepatorenal syndrome.
J. Biomed. Informatics
Jejo D. Koola, Sharon E. Davis, Omar Al-Nimri, Sharidan K. Parr, Daniel Fabbri, Bradley A. Malin, Samuel B. Ho, Michael E. Matheny
2018 J jnl
Extracting similar terms from multiple EMR-based semantic embeddings to support chart reviews.
J. Biomed. Informatics
Cheng Ye, Daniel Fabbri
2018 A* conf
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing.
ICDE
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2018 J jnl
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing.
CoRR
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2018 — conf
Mining the Best Observational Window to Model Social Phenomena.
CIC
Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin
2018 J jnl
Schedule-based metrics for the evaluation of clinic performance and potential recovery of cancelled appointments.
Int. J. Medical Informatics
Ken Monahan, Daniel Fabbri
2018 J jnl
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation.
J. Am. Medical Informatics Assoc.
Zhijun Yin, Morgan Harrell, Jeremy L. Warner, Qingxia Chen, Daniel Fabbri, Bradley A. Malin
2018 Misc conf
What Do EHR Access Logs Tell Us About Workflow Patterns?
AMIA
Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl
2017 C conf
A Comparative Analysis of Materialized Views Selection and Concurrency Control Mechanisms in NoSQL Databases.
CLUSTER
Ashish Tapdiya, Yuan Xue, Daniel Fabbri
2017 J jnl
A Comparative Analysis of Materialized Views Selection and Concurrency Control Mechanisms in NoSQL Databases.
CoRR
Ashish Tapdiya, Yuan Xue, Daniel Fabbri
2017 — conf
A Game-Theoretic Approach for Alert Prioritization.
AAAI Workshops
Aron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley A. Malin
2017 — conf
A comparative analysis of state-of-the-art SQL-on-Hadoop systems for interactive analytics.
IEEE BigData
Ashish Tapdiya, Daniel Fabbri
2017 J jnl
A comparison of rule-based and machine learning approaches for classifying patient portal messages.
Int. J. Medical Informatics
Robert M. Cronin, Daniel Fabbri, Joshua C. Denny, S. Trent Rosenbloom, Gretchen Purcell Jackson
2017 J jnl
Classifying patient portal messages using Convolutional Neural Networks.
J. Biomed. Informatics
Lina M. Sulieman, David Gilmore, Christi French, Robert M. Cronin, Gretchen Purcell Jackson, Matthew Russell, Daniel Fabbri
2017 — conf
Deep learning for brain tumor classification.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Justin S. Paul, Andrew J. Plassard, Bennett A. Landman, Daniel Fabbri
2017 Misc conf
Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems.
AMIA
Monica Hedda, Bradley A. Malin, Chao Yan, Daniel Fabbri
2017 Misc conf
Mixed Methods Approach for Understanding Clinical Workflow.
AMIA
Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri
2017 — conf
Supervised Machine Learning to Predict Follow-Up Among Adjuvant Endocrine Therapy Patients.
ICHI
Morgan Harrell, Mia A. Levy, Daniel Fabbri
2016 A conf
#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.
ICWSM
Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin
2016 Misc conf
Data-Driven System for Perioperative Acuity Prediction.
AMIA
Linda Zhang, Daniel Fabbri, Jonathan P. Wanderer
2016 — conf
Evaluating EHR Data Availability for Cohort Selection in Retrospective Studies.
ICHI
Morgan Harrell, Daniel Fabbri, Mia A. Levy
2016 J jnl
Hands Free Automatic Clinical Care Documentation: Opportunities for Motion Sensors and Cameras.
J. Medical Syst.
Daniel Fabbri, Jesse M. Ehrenfeld
2016 J jnl
Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU.
Appl. Clin. Inform.
Christoph Lehmann, Daniel Fabbri, Michael Temple
2016 Misc conf
Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients.
AMIA
Lina M. Sulieman, Daniel Fabbri, Fei Wang, Jianying Hu, Bradley A. Malin
2016 B conf
Structural functional associations of the orbit in thyroid eye disease: Kalman filters to track extraocular rectal muscles.
Image Processing
Shikha Chaganti, Katrina Nelson, Kevin Mundy, Yifu Luo, Robert L. Harrigan, Steve Damon, Daniel Fabbri, Louise A. Mawn, Bennett A. Landman
2015 Misc conf
Automated Classification of Consumer Health Information Needs in Patient Portal Messages.
AMIA
Robert M. Cronin, Daniel Fabbri, Joshua C. Denny, Gretchen Purcell Jackson
2015 Misc conf
Comparison of Patient Portal Usage between Employees and Non-Employees.
AMIA
Lina M. Sulieman, Dara Eckerle Mize, Daniel Fabbri, S. Trent Rosenbloom
2015 — conf
Discovering de facto diagnosis specialties.
BCB
Xun Lu, Aston Zhang, Carl A. Gunter, Daniel Fabbri, David M. Liebovitz, Bradley A. Malin
2015 Misc conf
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms.
AMIA
Amanda Hicks, William R. Hogan, Michael W. Rutherford, Bradley A. Malin, Mengjun Xie, Christiane Fellbaum, Zhijun Yin, Daniel Fabbri, Josh Hanna, Jiang Bian
2015 — conf
Toward content-based image retrieval with deep convolutional neural networks.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Judah E. S. Sklan, Andrew J. Plassard, Daniel Fabbri, Bennett A. Landman
2014 A* conf
Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions.
CCS
Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick N. Lawlor, David M. Liebovitz, Bradley A. Malin
2013 J jnl
Explaining accesses to electronic medical records using diagnosis information.
J. Am. Medical Informatics Assoc.
Daniel Fabbri, Kristen LeFevre
2013 — —
Explanation-Based Auditing.
Daniel Fabbri
2013 A* conf
SELECT triggers for data auditing.
ICDE
Daniel Fabbri, Ravishankar Ramamurthy, Raghav Kaushik
2011 J jnl
Explanation-Based Auditing
CoRR
Daniel Fabbri, Kristen LeFevre
2011 J jnl
Explanation-Based Auditing.
Proc. VLDB Endow.
Daniel Fabbri, Kristen LeFevre
2010 J jnl
PolicyReplay: Misconfiguration-Response Queries for Data Breach Reporting.
Proc. VLDB Endow.
Daniel Fabbri, Kristen LeFevre, Qiang Zhu
2009 — conf
PrivatePond: Outsourced Management of Web Corpuses.
WebDB
Daniel Fabbri, Arnab Nandi, Kristen LeFevre, H. V. Jagadish