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