| Year | Type | Publication |
|---|---|---|
| 2017 | Conference |
CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data
Ardavan Afshar, Joyce C. Ho, Bistra Dilkina, Ioakeim Perros, Elias Khalil, Li Xiong, Vaidy Sunderam ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems paper |
| 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) paper bib slides |
| 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) paper bib slides |
| 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) paper bib slides |
| 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 bib 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 |