Walter F. Stewart Coauthor index pubzone.org

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j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun: Using recurrent neural network models for early detection of heart failure onset. JAMIA 24(2): 361-370 (2017)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnnemarie Hirsch, James B. Jones, Virginia R. Lerch, Xiaoqin Tang, Andrea Berger, Deserae Clarke, Walter F. Stewart: The electronic health record audit file: the patient is waiting. JAMIA 24(e1): e28-e34 (2017)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun: Causal Regularization. CoRR abs/1702.02604 (2017)
2016
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun: Doctor AI: Predicting Clinical Events via Recurrent Neural Networks. MLHC 2016: 301-318
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Mohammad Taha Bahadori, Jimeng Sun, Joshua Kulas, Andy Schuetz, Walter F. Stewart: RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism. NIPS 2016: 3504-3512
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun: Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction. CoRR abs/1602.03686 (2016)
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun: RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism. CoRR abs/1608.05745 (2016)
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun: GRAM: Graph-based Attention Model for Healthcare Representation Learning. CoRR abs/1611.07012 (2016)
2015
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnnemarie Hirsch, Virginia R. Lerch, Walter F. Stewart, James B. Jones: Electronic Health Record Audit Logs: An Alternative Approach to Workflow Analysis. AMIA 2015
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenney Ng, Yajuan Wang, Jianying Hu, Walter F. Stewart, Steven R. Steinhubl, Christopher deFilippi: Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge? AMIA 2015
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart: Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. EMBC 2015: 2530-2533
2014
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart: Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. I. J. Medical Informatics 83(12): 983-992 (2014)
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenney Ng, Amol Ghoting, Steven R. Steinhubl, Walter F. Stewart, Bradley Malin, Jimeng Sun: PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records. Journal of Biomedical Informatics 48: 160-170 (2014)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun: Limestone: High-throughput candidate phenotype generation via tensor factorization. Journal of Biomedical Informatics 52: 199-211 (2014)
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWalter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi: Clinical Utility of Machine Learning and Longitudinal EHR Data. Machine Learning in Healthcare Informatics 2014: 209-227
2013
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames B. Jones, Walter F. Stewart, Jonathan D. Darer, Dean F. Sittig: Beyond the threshold: real-time use of evidence in practice. BMC Med. Inf. & Decision Making 13: 47 (2013)
2012
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart: Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA 2012
2008
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames M. Walker, Pascale Carayon, Nancy G. Leveson, Ronald A. Paulus, John Tooker, Homer L. Chin, Albert Bothe Jr., Walter F. Stewart: Viewpoint Paper: EHR Safety: The Way Forward to Safe and Effective Systems. JAMIA 15(3): 272-277 (2008)

Coauthor Index

1Mohammad Taha Bahadori[i4] [c6] [c5] [i2] [i1]
2Andrea Berger[j6]
3Albert Bothe Jr.[j1]
4Roy J. Byrd[c2] [j5]
5Pascale Carayon[j1]
6Krzysztof Chalupka[i4]
7Robert Chen[i4]
8Homer L. Chin[j1]
9Edward Choi[j7] [i4] [c6] [c5] [i3] [i2] [i1]
10Deserae Clarke[j6]
11Zahra Daar[c2] [c1]
12Jonathan D. Darer[j2]
13Christopher deFilippi[c3] [c2]
14Joshua C. Denny[j3]
15Shahram Ebadollahi[c2] [j5] [p1] [c1]
16Joydeep Ghosh[j3]
17Amol Ghoting[j4]
18Annemarie Hirsch[j6] [c4]
19Joyce C. Ho[j3]
20Jianying Hu[c3] [c2] [c1]
21James B. Jones[j6] [c4] [j2]
22Joshua Kulas[c5]
23Virginia R. Lerch[j6] [c4]
24Nancy G. Leveson[j1]
25Dijun Luo[c1]
26Bradley Malin
Bradley A. Malin
[j4] [j3]
27Marianthi Markatou[c1]
28Kenney Ng[c3] [c2] [j4]
29Ronald A. Paulus[j1]
30Jason Roy[p1]
31Andy Schuetz[j7] [c6] [c5] [i3] [i2]
32Dean F. Sittig[j2]
33Le Song[i1]
34Steven R. Steinhubl[c3] [c2] [j5] [j4] [j3]
35Jimeng Sun[j7] [i4] [c6] [c5] [i3] [i2] [i1] [j5] [j4] [j3] [p1] [c1]
36Xiaoqin Tang[j6]
37John Tooker[j1]
38James M. Walker[j1]
39Fei Wang 0001[c1]
40Yajuan Wang[c3] [c2]

 

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