Kenneth Jung

Kenneth Jung

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Kenneth Jung

Kenneth Jung

Publications by authors named "Kenneth Jung"

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30Publications

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Do no harm: a roadmap for responsible machine learning for health care.

Nat Med 2019 Sep 19;25(9):1337-1340. Epub 2019 Aug 19.

Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

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http://dx.doi.org/10.1038/s41591-019-0548-6DOI Listing
September 2019

The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.

Pac Symp Biocomput 2019 ;24:18-29

Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662921PMC
August 2019

Multi-time formulation of Matsubara dynamics.

J Chem Phys 2019 Jul;151(3):034108

Department of Chemistry, Yale University, P.O. Box 208107, New Haven, Connecticut 06520-8107, USA.

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http://dx.doi.org/10.1063/1.5110427DOI Listing
July 2019

Predicting Future Cardiovascular Events in Patients With Peripheral Artery Disease Using Electronic Health Record Data.

Circ Cardiovasc Qual Outcomes 2019 Mar;12(3):e004741

Center for Biomedical Informatics Research (K.J., N.H.S., E.G.R), Stanford University School of Medicine, Stanford, CA.

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http://dx.doi.org/10.1161/CIRCOUTCOMES.118.004741DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6415677PMC
March 2019

Improving palliative care with deep learning.

BMC Med Inform Decis Mak 2018 12 12;18(Suppl 4):122. Epub 2018 Dec 12.

Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.

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http://dx.doi.org/10.1186/s12911-018-0677-8DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6290509PMC
December 2018

Inclusion of nuclear quantum effects for simulations of nonlinear spectroscopy.

J Chem Phys 2018 Jun;148(24):244105

Department of Chemistry, Yale University, P.O. Box 208107, New Haven, Connecticut 06520-8107, USA.

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http://dx.doi.org/10.1063/1.5036768DOI Listing
June 2018

Some methods for heterogeneous treatment effect estimation in high dimensions.

Stat Med 2018 05 6;37(11):1767-1787. Epub 2018 Mar 6.

Department of Statistics, Stanford University, California, USA.

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http://dx.doi.org/10.1002/sim.7623DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5938172PMC
May 2018

Performing an Informatics Consult: Methods and Challenges.

J Am Coll Radiol 2018 03 13;15(3 Pt B):563-568. Epub 2018 Feb 13.

Center for Biomedical Informatics Research, Stanford University, Stanford, California.

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http://dx.doi.org/10.1016/j.jacr.2017.12.023DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5901653PMC
March 2018

Electron Transfer Assisted by Vibronic Coupling from Multiple Modes.

J Chem Theory Comput 2017 Dec 28;13(12):6000-6009. Epub 2017 Nov 28.

Yale Energy Sciences Institute and Department of Chemistry, Yale University , New Haven, Connecticut 06520-8107, United States.

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http://pubs.acs.org/doi/10.1021/acs.jctc.7b00513
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http://dx.doi.org/10.1021/acs.jctc.7b00513DOI Listing
December 2017

Rapid identification of slow healing wounds.

Wound Repair Regen 2016 Jan-Feb;24(1):181-8. Epub 2016 Feb 4.

Center for Biomedical Informatics Research, Stanford University, Stanford, California.

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http://dx.doi.org/10.1111/wrr.12384DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820011PMC
January 2017

Implications of non-stationarity on predictive modeling using EHRs.

J Biomed Inform 2015 Dec 20;58:168-174. Epub 2015 Oct 20.

Center for Biomedical Informatics Research, Stanford University, Stanford, CA, United States.

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http://dx.doi.org/10.1016/j.jbi.2015.10.006DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4684770PMC
December 2015

A method for systematic discovery of adverse drug events from clinical notes.

J Am Med Inform Assoc 2015 Nov 31;22(6):1196-204. Epub 2015 Jul 31.

Stanford University, Center for Biomedical Informatics, Stanford, California, USA

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http://dx.doi.org/10.1093/jamia/ocv102DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4921953PMC
November 2015

Functional evaluation of out-of-the-box text-mining tools for data-mining tasks.

J Am Med Inform Assoc 2015 Jan 21;22(1):121-31. Epub 2014 Oct 21.

Center for Biomedical Informatics Research, Stanford University, Stanford, California, USA.

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http://dx.doi.org/10.1136/amiajnl-2014-002902DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433377PMC
January 2015

Automated detection of off-label drug use.

PLoS One 2014 19;9(2):e89324. Epub 2014 Feb 19.

Center for Biomedical Informatics Research, Stanford University, Stanford, California, United States of America.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0089324PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3929699PMC
October 2014

Text mining for adverse drug events: the promise, challenges, and state of the art.

Drug Saf 2014 Oct;37(10):777-90

Center for Biomedical Informatics Research, Stanford University, 1265 Welch Road, Stanford, CA, 94305-5479, USA,

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http://dx.doi.org/10.1007/s40264-014-0218-zDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4217510PMC
October 2014

Automated Detection of Systematic Off-label Drug Use in Free Text of Electronic Medical Records.

AMIA Jt Summits Transl Sci Proc 2013 18;2013:94-8. Epub 2013 Mar 18.

Stanford University, Stanford, CA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3814472PMC
December 2013

Primary synovial chondromatosis of the subtalar joint presenting as ankle instability.

Foot Ankle Int 2013 Oct 17;34(10):1447-50. Epub 2013 May 17.

Baylor University Medical Center, Dallas, TX, USA.

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http://dx.doi.org/10.1177/1071100713490674DOI Listing
October 2013

Efficient sampling of protein conformational space using fast loop building and batch minimization on highly parallel computers.

J Comput Chem 2012 Dec 27;33(31):2483-91. Epub 2012 Jul 27.

Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA.

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http://dx.doi.org/10.1002/jcc.23069DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3760475PMC
December 2012

Expression profiling the human septin gene family.

J Pathol 2005 Jul;206(3):269-78

Centre for Cancer Research and Cell Biology, Queen's University Belfast, University Floor, Tower Block, Belfast City Hospital, Belfast BT9 7AB, UK.

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http://dx.doi.org/10.1002/path.1789DOI Listing
July 2005

A multivariate risk model for childhood behavior problems.

Am J Orthopsychiatry 1986 Apr;56(2):204-211

School of Social Work.

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http://dx.doi.org/10.1111/j.1939-0025.1986.tb02720.xDOI Listing
April 1986