Walter F. Stewart
According to our database1,
Walter F. Stewart
authored at least 34 papers
between 2007 and 2021.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2021
npj Digit. Medicine, 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.
Proceedings of the Machine Learning for Healthcare Conference, 2021
2020
Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work.
J. Biomed. Informatics, 2020
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.
CoRR, 2020
TASTE: temporal and static tensor factorization for phenotyping electronic health records.
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020
2019
Predicting need for advanced illness or palliative care in a primary care population using electronic health record data.
J. Biomed. Informatics, 2019
Proceedings of the World Wide Web Conference, 2019
2018
IEEE Trans. Vis. Comput. Graph., 2018
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
2017
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks.
CoRR, 2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks.
Proceedings of the Machine Learning for Health Care Conference, 2017
LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction.
CoRR, 2016
RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism.
CoRR, 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 1st Machine Learning in Health Care, 2016
Data Driven Modeling of Electronic Health Record Data to Detect Pre-Diagnostic Heart Failure Subtypes in Primary Care.
Proceedings of the Summit on Clinical Research Informatics, 2016
Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records.
Proceedings of the AMIA 2016, 2016
2015
Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge?
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
2014
Proceedings of the Machine Learning in Healthcare Informatics, 2014
PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.
J. Biomed. Informatics, 2014
J. Biomed. Informatics, 2014
Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records.
Int. J. Medical Informatics, 2014
2013
BMC Medical Informatics Decis. Mak., 2013
2012
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
Proceedings of the AMIA 2012, 2012
2008
J. Am. Medical Informatics Assoc., 2008
2007
Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure.
NeuroImage, 2007