publications
publications in reversed chronological order. generated by jekyll-scholar.
2023
2022
2021
- Examination of the accuracy of coding pressure injury amount, site, and stage in MIMIC-IIIApplied Clinical Informatics, 2021
- CATAN: Chart-aware temporal attention network for adverse outcome predictionIn IEEE International Conference on Healthcare Informatics, 2021
- Profiles of intra-day glucose in Type 2 Diabetes and their association with complications: An analysis of continuous glucose monitoring dataDiabetes Technology and Therapeutics, 2021
- Comparing the documented pressure injury in MIMIC-III: An “UpSet" visualization2021American Nursing Informatics Association Annual Conference
- Cross-modal memory fusion network for multimodal sequential learning with missing valuesIn 43rd European Conference on Information Retrieval, 2021
- Privacy-preserving sequential pattern mining in distributed EHRs for predicting cardiovascular diseaseIn AMIA Informatics Summit, 2021
2020
- Pressure ulcer injury in unstructured clinical notes: Detection and interpretationIn AMIA Annual Symposium, Mar 2020
- Spatio-temporal tensor sketching via adaptive samplingIn Machine Learning and Knowledge Discovery in Databases, Mar 2020
- Accelerated SGD for tensor decomposition of sparse count dataIn ICDM Workshop on High Dimensional Data Mining, Mar 2020
- You sound like you watch action movies: Towards predicting movie preferences from conversational interactionsIn WSDM Workshop on Conversational Systems for E-Commerce Recommendations and Search, Mar 2020
- Domain-guided task decomposition with self-training for detecting personal events in social mediaIn Proceedings of The Web Conference, Mar 2020
- MMiDaS-AE: Multi-modal missing data aware stacked autoencoder for biomedical abstract screeningIn Proceedings of the ACM Conference on Health, Inference, and Learning, Mar 2020
2019
- Privacy-preserving tensor factorization for collaborative health data analysisIn Proceedings of the 28th ACM International Conference on Information and Knowledge Management, Nov 2019
- CP tensor decomposition with cannot-link intermode constraintsIn SIAM International Conference on Data Mining, May 2019
- FuzzyGap: Sequential pattern mining for predicting chronic heart failure in clinical pathwaysIn AMIA Informatics Summit, Mar 2019
2018
- Phenotyping through semi-supervised tensor factorization (PSST)In AMIA Annual Symposium, Mar 2018
- Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical LiteratureJournal of Medical Internet Research, Mar 2018
- Best Student PaperPIVETed-Granite: Computational phenotypes through constrained tensor factorizationIn KDD Workshop on Machine Learning for Medicine and Healthcare, Mar 2018
2017
2016
- Automated verification of phenotypes using PubMedIn Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, Mar 2016
- Phenotyping using structured collective matrix factorization of multi–source EHR dataarXiv:1609.04466 [stat.AP], Mar 2016
2015
- Uncovering medication usage patterns of patients with chronic fatigue syndrome via nonnegative tensor factorizationIn AMIA Joint Summits on Translational Science, Mar 2015
2014
- Septic shock prediction for patients with missing dataACM Transactions on Management Information Systems, Mar 2014
- Limestone: High-throughput candidate phenotype generation via tensor factorizationJournal of Biomedical Informatics, Mar 2014
2013
- DYNACARE: Dynamic cardiac arrest risk estimationIn International Conference on Artificial Intelligence and Statistics, Mar 2013
- Multivariate temporal symptomatic characterization of cardiac arrestIn 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Mar 2013
2012
- An imputation-enhanced algorithm for ICU mortality predictionIn Computing in Cardiology, Mar 2012
2005
- Using context-aware computing to reduce the perceived burden of interruptions from mobile devicesIn Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Mar 2005