Walter F. Stewart

38 papers A* 5Misc 4Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2021	—	`conf`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. MLHC Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun
2021	J	`jnl`	Imputation of missing values for electronic health record laboratory data. npj Digit. Medicine Jiang Li, Xiaowei S. Yan, Durgesh Chaudhary, Venkatesh Avula, Satish Mudiganti, Hannah Husby, Shima Shahjouei, Ardavan Afshar, Walter F. Stewart, Mohammed Yeasin, Ramin Zand, Vida Abedi
2020	J	`jnl`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. CoRR Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Jimeng Sun
2020	—	`conf`	TASTE: temporal and static tensor factorization for phenotyping electronic health records. CHIL Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2020	J	`jnl`	Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work. J. Biomed. Informatics Ioakeim Perros, Xiaowei Yan, James B. Jones, Jimeng Sun, Walter F. Stewart
2019	A*	`conf`	Longitudinal Adversarial Attack on Electronic Health Records Data. WWW Sungtae An, Cao Xiao, Walter F. Stewart, Jimeng Sun
2019	J	`jnl`	Predicting need for advanced illness or palliative care in a primary care population using electronic health record data. J. Biomed. Informatics Kenneth Jung, Sylvia E. K. Sudat, Nicole Kwon, Walter F. Stewart, Nigam H. Shah
2019	J	`jnl`	TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records. CoRR Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2018	J	`jnl`	Clustervision: Visual Supervision of Unsupervised Clustering. IEEE Trans. Vis. Comput. Graph. Bum Chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, Adam Perer
2018	A*	`conf`	MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare. NeurIPS Edward Choi, Cao Xiao, Walter F. Stewart, Jimeng Sun
2018	J	`jnl`	MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare. CoRR Edward Choi, Cao Xiao, Walter F. Stewart, Jimeng Sun
2018	A*	`conf`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2018	J	`jnl`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. CoRR Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2017	J	`jnl`	Causal Regularization. CoRR Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun
2017	A*	`conf`	GRAM: Graph-based Attention Model for Healthcare Representation Learning. KDD Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun
2017	J	`jnl`	Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks. CoRR Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	—	`conf`	Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. MLHC Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	A*	`conf`	LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity. KDD Yutao Zhang, Robert Chen, Jie Tang, Walter F. Stewart, Jimeng Sun
2017	J	`jnl`	The electronic health record audit file: the patient is waiting. J. Am. Medical Informatics Assoc. Annemarie Hirsch, James B. Jones, Virginia R. Lerch, Xiaoqin Tang, Andrea Berger, Deserae Clarke, Walter F. Stewart
2017	J	`jnl`	Using recurrent neural network models for early detection of heart failure onset. J. Am. Medical Informatics Assoc. Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun
2016	Misc	`conf`	Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records. AMIA Sanjoy Dey, Yajuan Wang, Roy J. Byrd, Kenney Ng, Steven R. Steinhubl, Christopher deFilippi, Walter F. Stewart
2016	—	`conf`	Data Driven Modeling of Electronic Health Record Data to Detect Pre-Diagnostic Heart Failure Subtypes in Primary Care. CRI Kenney Ng, Walter F. Stewart, Christopher deFilippi, Steven R. Steinhubl
2016	—	`conf`	Doctor AI: Predicting Clinical Events via Recurrent Neural Networks. MLHC Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun
2016	J	`jnl`	GRAM: Graph-based Attention Model for Healthcare Representation Learning. CoRR Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun
2016	J	`jnl`	Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction. CoRR Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun
2016	—	`conf`	RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism. NIPS Edward Choi, Mohammad Taha Bahadori, Jimeng Sun, Joshua Kulas, Andy Schuetz, Walter F. Stewart
2016	J	`jnl`	RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism. CoRR Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun
2015	Misc	`conf`	Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge? AMIA Kenney Ng, Yajuan Wang, Jianying Hu, Walter F. Stewart, Steven R. Steinhubl, Christopher deFilippi
2015	—	`conf`	Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. EMBC Yajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart
2015	Misc	`conf`	Electronic Health Record Audit Logs: An Alternative Approach to Workflow Analysis. AMIA Annemarie Hirsch, Virginia R. Lerch, Walter F. Stewart, James B. Jones
2014	J	`jnl`	Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. Int. J. Medical Informatics Roy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart
2014	—	`ch.`	Clinical Utility of Machine Learning and Longitudinal EHR Data. Machine Learning in Healthcare Informatics Walter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi
2014	J	`jnl`	Limestone: High-throughput candidate phenotype generation via tensor factorization. J. Biomed. Informatics Joyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun
2014	J	`jnl`	PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records. J. Biomed. Informatics Kenney Ng, Amol Ghoting, Steven R. Steinhubl, Walter F. Stewart, Bradley A. Malin, Jimeng Sun
2013	J	`jnl`	Beyond the threshold: real-time use of evidence in practice. BMC Medical Informatics Decis. Mak. James B. Jones, Walter F. Stewart, Jonathan D. Darer, Dean F. Sittig
2012	Misc	`conf`	Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
2008	J	`jnl`	Viewpoint Paper: EHR Safety: The Way Forward to Safe and Effective Systems. J. Am. Medical Informatics Assoc. James M. Walker, Pascale Carayon, Nancy G. Leveson, Ronald A. Paulus, John Tooker, Homer L. Chin, Albert Bothe Jr., Walter F. Stewart
2007	J	`jnl`	Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure. NeuroImage Brian S. Schwartz, Sining Chen, Brian Caffo, Walter F. Stewart, Karen I. Bolla, David M. Yousem, Christos Davatzikos