Steven R. Steinhubl

According to our database1, Steven R. Steinhubl authored at least 10 papers between 2014 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
On the Effectiveness of Deep Representation Learning: The Atrial Fibrillation Case.
Computer, 2019

2018
Home Monitoring of Blood Pressure: Short-Term Changes During Serial Measurements for 56398 Subjects.
IEEE J. Biomed. Health Informatics, 2018

Analytics Pipeline for Left Ventricle Segmentation and Volume Estimation on Cardiac MRI Using Deep Learning.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

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

2014
PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.
J. Biomed. Informatics, 2014

Limestone: High-throughput candidate phenotype generation via tensor factorization.
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


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