Year Type Publication
2017 Conference Jette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, and Joydeep Ghosh
PheKnow–Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature
AMIA Joint Summits on Translational Science
Recipient of the 2017 Distinguished Clinical Research Informatics Paper Award
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2016 Workshop Ryan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, and Joydeep Ghosh
Automated Verification of Phenotypes using PubMed
2016 ACM BCB Workshop on Methods and Applications in Healthcare Analytics
paper  
2016 Workshop Yubin Park, Joyce Ho, and Joydeep Ghosh
ACDC: α-Carving Decision Chain for Risk Stratification
2016 ICML Workshop on Human Interpretability in Machine Learning
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2015 Poster Joyce C. Ho, Jin-Mann S. Lin, Brian M. Gurbaxani, Jimeng Sun, and Joydeep Ghosh
Uncovering medication usage patterns of patients with chronic fatigue syndrome via nonnegative tensor factorization
AMIA 2015 Joint Summits on Translational Science
abstract
2014 Invited Talk Joyce C. Ho, Cheng H. Lee, and Joydeep Ghosh
Septic Shock Prediction for Patients with Missing Data
INFORMS 2014
slides
2014 Conference Joyce C. Ho, Joydeep Ghosh, and Jimeng Sun
Marble: High-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization
KDD 2014
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2014 Conference Joyce C. Ho, Joydeep Ghosh, and Jimeng Sun
Extracting phenotypes from patient claims records using non-negative tensor factorization
BIH 2014
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2014 Journal Joyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, and Jimeng Sun
Limestone: High-throughput candidate phenotype generation via tensor factorization
Journal of Biomedical Informatics
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2014 Journal Joyce C. Ho, Cheng H. Lee and Joydep Ghosh
Septic shock prediction for patients with missing data
ACM Transactions on Management Information Systems
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2013 Conference Joyce C. Ho, Joydeep Ghosh. and K.P. Unnikrishnan
Risk prediction of a multiple sclerosis diagnosis
ICHI 2013
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2013 Conference Yubin Park, Joyce C. Ho, and Joydeep Ghosh
Multivariate temporal symptomatic characterization of cardiac arrest
EMBC 2013
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2013 Workshop Joyce C. Ho, Yubin Park, Carlos M. Carvalho, and Joydeep Ghosh
DYNACARE-OP: Dynamic cardiac arrest risk estimation incorporating ordinal features
ICML Workshop 2013: Role of Machine Learning in Transforming Healthcare
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2013 Conference Joyce C. Ho, Yubin Park, Carlos M. Carvalho, and Joydeep Ghosh
DYNACARE: Dynamic cardiac arrest risk estimation
AISTATS 2013
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2012 Conference Cheng H. Lee, Natalia M. Arzeno, Joyce C. Ho, Haris Vikalo, and Joydeep Ghosh
An imputation-enhanced algorithm for ICU mortality prediction
CinC 2012
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2012 Workshop Joyce C. Ho, Cheng H. Lee, and Joydeep Ghosh
Imputation-enhanced prediction of septic shock in ICU patients
KDD 2012 Workshop on Health Informatics
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2005 Conference Joyce Ho and Stephen S. Intille
Using context-aware computing to reduce the perceived burden of interruptions from mobile devices
CHI 2005
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