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2020 – today
- 2022
[c11]Zehan Li, Jules Bergmann, James C. Fackler, Harold P. Lehmann:
Effects of Information Presentation Modalities on Antibiotic Reassessment Decision-Making in PICU: A Comparison Study. AMIA 2022- 2021
- [i1]Ran Liu
, Joseph L. Greenstein, James C. Fackler, Jules Bergmann, Melania M. Bembea, Raimond L. Winslow:
Offline reinforcement learning with uncertainty for treatment strategies in sepsis. CoRR abs/2107.04491 (2021) - 2020
- [j6]Katherine E. M. Hoops, James C. Fackler, Anne King, Elizabeth Colantuoni, Aaron M. Milstone, Charlotte Woods-Hill:
How good is our diagnostic intuition? Clinician prediction of bacteremia in critically ill children. BMC Medical Informatics Decis. Mak. 20(1): 144 (2020) - [e5]Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens:
Proceedings of the Machine Learning for Healthcare Conference, MLHC 2020, 7-8 August 2020, Virtual Event, Durham, NC, USA. Proceedings of Machine Learning Research 126, PMLR 2020 [contents]
2010 – 2019
- 2019
- [j5]Bat-Zion Hose, Peter Hoonakker, Abigail R. Wooldridge, Thomas Brazelton, Shannon M. Dean, Benjamin Eithun, James C. Fackler, Ayse P. Gurses, Michelle M. Kelly, Jonathan E. Kohler, Nicolette M. McGeorge, Joshua Ross, Deborah A. Rusy, Pascale Carayon:
Physician Perceptions of the Electronic Problem List in Pediatric Trauma Care. Appl. Clin. Inform. 10(01): 113-122 (2019) - [e4]Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens:
Proceedings of the Machine Learning for Healthcare Conference, MLHC 2019, 9-10 August 2019, Ann Arbor, Michigan, USA. Proceedings of Machine Learning Research 106, PMLR 2019 [contents] - 2018
- [j4]Ashimiyu B. Durojaiye, Nicolette M. McGeorge, Lisa Puett, Dylan Stewart, James C. Fackler, Peter Hoonakker, Harold P. Lehmann, Ayse P. Gurses:
Mapping the Flow of Pediatric Trauma Patients Using Process Mining. Appl. Clin. Inform. 09(03): 654-666 (2018) - [e3]Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens:
Proceedings of the Machine Learning for Healthcare Conference, MLHC 2018, 17-18 August 2018, Palo Alto, California. Proceedings of Machine Learning Research 85, PMLR 2018 [contents] - 2017
- [e2]Finale Doshi-Velez, Jim Fackler, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens:
Proceedings of the Machine Learning for Health Care Conference, MLHC 2017, Boston, Massachusetts, USA, 18-19 August 2017. Proceedings of Machine Learning Research 68, PMLR 2017 [contents] - 2016
- [e1]Finale Doshi-Velez, Jim Fackler, David C. Kale, Byron C. Wallace, Jenna Wiens:
Proceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016. JMLR Workshop and Conference Proceedings 56, JMLR.org 2016 [contents] - 2013
- [c10]Corinna Scharnweber, Nicole L. Mollenkopf, James C. Fackler, George J. Dover, Christoph U. Lehmann:
Utilizing Electronic Health Record Data to Determine the Health of the Medication Process after the Relocation of a Children's Hospital. MedInfo 2013: 210-214 - 2012
- [j3]Patricia Ordóñez, Tim Oates, Michael Lombardi, Genaro Hernández, Kathryn W. Holmes, Jim Fackler, Christoph U. Lehmann:
Visualization of multivariate time-series data in a neonatal ICU. IBM J. Res. Dev. 56(5): 7 (2012) - [c9]James C. Fackler, Julie Hankin, Terry Young:
Why healthcare professionals are slow to adopt modeling and simulation. WSC 2012: 97:1-97:6 - 2011
- [c8]Patricia Ordóñez, Tom Armstrong, Tim Oates, Jim Fackler:
Using Modified Multivariate Bag-of-Words Models to Classify Physiological Data. ICDM Workshops 2011: 534-539 - [c7]Patricia Ordóñez, Tom Armstrong, Tim Oates, Jim Fackler:
Classification of Patients Using Novel Multivariate Time Series Representations of Physiological Data. ICMLA (2) 2011: 172-179 - [c6]James C. Fackler, Michael Spaeder:
Why doesn't healthcare embrace simulation and modeling?: what would it take? WSC 2011: 1137-1142 - 2010
- [c5]Patricia Ordóñez, Marie desJardins, Michael Lombardi, Christoph U. Lehmann, Jim Fackler:
An animated multivariate visualization for physiological and clinical data in the ICU. IHI 2010: 771-779
2000 – 2009
- 2009
- [j2]Mitch Williams, Fran Wu, Peter Kazanzides, Ken Brady, Jim Fackler:
A modular framework for clinical decision support systems: medical device plug-and-play is critical. SIGBED Rev. 6(2): 8 (2009) - [c4]Fran Wu, Mitch Williams, Peter Kazanzides, Ken Brady, Jim Fackler:
A modular Clinical Decision Support System Clinical prototype extensible into multiple clinical settings. PervasiveHealth 2009: 1-4 - 2008
- [c3]Patricia Ordóñez, Marie desJardins, Carolyn Feltes, Christoph U. Lehmann, James C. Fackler:
Visualizing Multivariate Time Series Data to Detect Specific Medical Conditions. AMIA 2008
1990 – 1999
- 1997
- [c2]Christine L. Tsien, James C. Fackler:
An Annotated Data Collection System to Support Intelligent Analysis of Intensive Care Unit Data. IDA 1997: 111-121 - 1996
- [j1]Isaac S. Kohane, Philip Greenspun, James C. Fackler, Christopher Cimino, Peter Szolovits:
Application of Technology: Building National Electronic Medical Record Systems via the World Wide Web. J. Am. Medical Informatics Assoc. 3(3): 191-207 (1996) - 1993
- [c1]James C. Fackler, Isaac S. Kohane:
Integration of intermittent clinical data with continuous data from bedside monitors. CBMS 1993: 289-294
Coauthor Index
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