Daniel Fabbri

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 48

Top Topics

Machine Learning

Cancer Patients

Top Venues

Appl. Clin. Inform.

J. Biomed. Informatics

Publications

Protiva Rahman, Cheng Ye, Kate Mittendorf, Michele L. LeNoue-Newton, Christine Micheel, Daniel Fabbri
Accelerated Data Curation of Colitis Cases. AMIA (2022)
Kaitlin C. Williamson, Daniel Fabbri
Classifying Infection Risk Following Pediatric Cardiac Surgery. AMIA (2022)
Protiva Rahman, Daniel Fabbri
Semi-Automated Data Curation from Biomedical Literature. AMIA (2022)
Jacob D. Schultz, Colin G. White-Dzuro, Cheng Ye, Joseph R. Coco, Janet M. Myers, Claude Shackelford, S. Trent Rosenbloom, Daniel Fabbri
Extracting Medical Information from Paper COVID-19 Assessment Forms. Appl. Clin. Inform. 12 (01) (2021)
Protiva Rahman, Daniel Fabbri
Automatic Data Curation from Unstructured Text. AMIA (2021)
Cheng Ye, Bradley A. Malin, Daniel Fabbri
Leveraging medical context to recommend semantically similar terms for chart reviews. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Sarah DeLozier, Sarah Bland, Melissa McPheeters, Quinn S. 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
Phenotyping coronavirus disease 2019 during a global health pandemic: Lessons learned from the characterization of an early cohort. J. Biomed. Informatics 117 (2021)
Laurie Lovett Novak, Jonathan P. Wanderer, David A. Owens, Daniel Fabbri, Julian Z. Genkins, Thomas A. Lasko
A Perioperative Care Display for Understanding High Acuity Patients. Appl. Clin. Inform. 12 (01) (2021)
Kaitlin C. Williamson, Daniel Fabbri
Classifying Infection Risk Following Pediatric Cardiac Surgery. AMIA (2021)
Ayush Sangari, Elizabeth A. Emhardt, Barbara Salas, Andrew Avery, Robert E. Freundlich, Daniel Fabbri, Matthew S. Shotwell, Joseph J. Schlesinger
Delirium Variability is Influenced by the Sound Environment (DEVISE Study): How Changes in the Intensive Care Unit soundscape affect delirium incidence. J. Medical Syst. 45 (8) (2021)
Kevin J. Krause, Fenna Phibbs, Thomas Davis, Daniel Fabbri
Predicting Motor Responsiveness to Deep Brain Stimulation with Machine Learning. AMIA (2021)
Thomas A. Lasko, David A. Owens, Daniel Fabbri, Jonathan P. Wanderer, Julian Z. Genkins, Laurie L. Novak
User-Centered Clinical Display Design Issues for Inpatient Providers. Appl. Clin. Inform. 11 (05) (2020)
Lingfeng Li, Richard A. Paris, Conner Pinson, Yan Wang, Joseph R. Coco, Jamison Heard, Julie A. Adams, Daniel Fabbri, Bobby Bodenheimer
Emergency Clinical Procedure Detection With Deep Learning. EMBC (2020)
Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
To Warn or Not to Warn: Online Signaling in Audit Games. ICDE (2020)
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
Database Audit Workload Prioritization via Game Theory. ACM Trans. Priv. Secur. 22 (3) (2019)
Ken Monahan, Cheng Ye, Edward Gould, Meng Xu, Shi Huang, Anderson Spickard, S. Trent Rosenbloom, Joseph Coco, Daniel Fabbri, Bonnie Miller
Copy-and-Paste in Medical Student Notes: Extent, Temporal Trends, and Relationship to Scholastic Performance. Appl. Clin. Inform. 10 (03) (2019)
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
Feasibility Assessment of a Pre-Hospital Automated Sensing Clinical Documentation System. AMIA (2019)
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
Heatmap generation for emergency medical procedure identification. Medical Imaging: Image-Guided Procedures (2019)
Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
To Warn or Not to Warn: Online Signaling in Audit Games. CoRR (2019)
Jamison Heard, Richard A. Paris, Deirdre Scully, Candace D. McNaughton, Jesse M. Ehrenfeld, Joseph R. Coco, Daniel Fabbri, Bobby Bodenheimer, Julie A. Adams
Automatic Clinical Procedure Detection for Emergency Services. EMBC (2019)
Ken Monahan, Daniel Fabbri
Schedule-based metrics for the evaluation of clinic performance and potential recovery of cancelled appointments. Int. J. Medical Informatics 109 (2018)
Ashish Tapdiya, Daniel Fabbri
A comparative analysis of state-of-the-art SQL-on-Hadoop systems for interactive analytics. CoRR (2018)
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. CoRR (2018)
Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl
What Do EHR Access Logs Tell Us About Workflow Patterns? AMIA (2018)
Linda Zhang, Daniel Fabbri, Thomas A. Lasko, Jesse M. Ehrenfeld, Jonathan P. Wanderer
A System for Automated Determination of Perioperative Patient Acuity. J. Medical Syst. 42 (7) (2018)
Zhijun Yin, Morgan Harrell, Jeremy L. Warner, Qingxia Chen, Daniel Fabbri, Bradley A. Malin
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation. J. Am. Medical Informatics Assoc. 25 (11) (2018)
Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. ICDE (2018)
Joseph R. Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley A. Malin, Thomas A. Lasko, Daniel Fabbri
Crowdsourcing Clinical Chart Reviews. AMIA (2018)
Cheng Ye, Daniel Fabbri
Extracting similar terms from multiple EMR-based semantic embeddings to support chart reviews. J. Biomed. Informatics 83 (2018)
Jejo D. Koola, Sharon E. Davis, Omar Al-Nimri, Sharidan K. Parr, Daniel Fabbri, Bradley A. Malin, Samuel B. Ho, Michael E. Matheny
Development of an automated phenotyping algorithm for hepatorenal syndrome. J. Biomed. Informatics 80 (2018)
Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin
Mining the Best Observational Window to Model Social Phenomena. CIC (2018)
Ashish Tapdiya, Daniel Fabbri
A comparative analysis of state-of-the-art SQL-on-Hadoop systems for interactive analytics. IEEE BigData (2017)
Ashish Tapdiya, Yuan Xue, Daniel Fabbri
A Comparative Analysis of Materialized Views Selection and Concurrency Control Mechanisms in NoSQL Databases. CoRR (2017)
Lina M. Sulieman, David Gilmore, Christi French, Robert M. Cronin, Gretchen Purcell Jackson, Matthew Russell, Daniel Fabbri
Classifying patient portal messages using Convolutional Neural Networks. J. Biomed. Informatics 74 (2017)
Monica Hedda, Bradley A. Malin, Chao Yan, Daniel Fabbri
Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems. AMIA (2017)
Ashish Tapdiya, Yuan Xue, Daniel Fabbri
A Comparative Analysis of Materialized Views Selection and Concurrency Control Mechanisms in NoSQL Databases. CLUSTER (2017)
Justin S. Paul, Andrew J. Plassard, Bennett A. Landman, Daniel Fabbri
Deep learning for brain tumor classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Robert M. Cronin, Daniel Fabbri, Joshua C. Denny, S. Trent Rosenbloom, Gretchen Purcell Jackson
A comparison of rule-based and machine learning approaches for classifying patient portal messages. Int. J. Medical Informatics 105 (2017)
Ioana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri
Mixed Methods Approach for Understanding Clinical Workflow. AMIA (2017)
Aron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley A. Malin
A Game-Theoretic Approach for Alert Prioritization. AAAI Workshops (2017)
Morgan Harrell, Mia A. Levy, Daniel Fabbri
Supervised Machine Learning to Predict Follow-Up Among Adjuvant Endocrine Therapy Patients. ICHI (2017)
Shikha Chaganti, Katrina Nelson, Kevin Mundy, Yifu Luo, Robert L. Harrigan, Steve Damon, Daniel Fabbri, Louise A. Mawn, Bennett A. Landman
Structural functional associations of the orbit in thyroid eye disease: Kalman filters to track extraocular rectal muscles. Medical Imaging: Image Processing (2016)
Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin
#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. ICWSM (2016)
Lina M. Sulieman, Daniel Fabbri, Fei Wang, Jianying Hu, Bradley A. Malin
Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. AMIA (2016)
Daniel Fabbri, Jesse M. Ehrenfeld
Hands Free Automatic Clinical Care Documentation: Opportunities for Motion Sensors and Cameras. J. Medical Syst. 40 (10) (2016)
Christoph Lehmann, Daniel Fabbri, Michael Temple
Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU. Appl. Clin. Inform. 7 (01) (2016)
Morgan Harrell, Daniel Fabbri, Mia A. Levy
Evaluating EHR Data Availability for Cohort Selection in Retrospective Studies. ICHI (2016)
Linda Zhang, Daniel Fabbri, Jonathan P. Wanderer
Data-Driven System for Perioperative Acuity Prediction. AMIA (2016)
Robert M. Cronin, Daniel Fabbri, Joshua C. Denny, Gretchen Purcell Jackson
Automated Classification of Consumer Health Information Needs in Patient Portal Messages. AMIA (2015)
Judah E. S. Sklan, Andrew J. Plassard, Daniel Fabbri, Bennett A. Landman
Toward content-based image retrieval with deep convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Xun Lu, Aston Zhang, Carl A. Gunter, Daniel Fabbri, David M. Liebovitz, Bradley A. Malin
Discovering de facto diagnosis specialties. BCB (2015)
Lina M. Sulieman, Dara Eckerle Mize, Daniel Fabbri, S. Trent Rosenbloom
Comparison of Patient Portal Usage between Employees and Non-Employees. AMIA (2015)
Amanda Hicks, William R. Hogan, Michael W. Rutherford, Bradley A. Malin, Mengjun Xie, Christiane Fellbaum, Zhijun Yin, Daniel Fabbri, Josh Hanna, Jiang Bian
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms. AMIA (2015)
Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick Lawlor, David M. Liebovitz, Bradley A. Malin
Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. CCS (2014)
Daniel Fabbri, Kristen LeFevre
Explaining accesses to electronic medical records using diagnosis information. J. Am. Medical Informatics Assoc. 20 (1) (2013)
Daniel Fabbri, Ravishankar Ramamurthy, Raghav Kaushik
SELECT triggers for data auditing. ICDE (2013)
Daniel Fabbri, Kristen LeFevre
Explanation-Based Auditing. Proc. VLDB Endow. 5 (1) (2011)
Daniel Fabbri, Kristen LeFevre
Explanation-Based Auditing CoRR (2011)
Daniel Fabbri, Kristen LeFevre, Qiang Zhu
PolicyReplay: Misconfiguration-Response Queries for Data Breach Reporting. Proc. VLDB Endow. 3 (1) (2010)
Daniel Fabbri, Arnab Nandi, Kristen LeFevre, H. V. Jagadish
PrivatePond: Outsourced Management of Web Corpuses. WebDB (2009)