Adler J. Perotte

According to our database1, Adler J. Perotte authored at least 28 papers between 2005 and 2020.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
The Counterfactual χ-GAN.
CoRR, 2020

2019
Challenges with quality of race and ethnicity data in observational databases.
J. Am. Medical Informatics Assoc., 2019

Characterizing the Urban Opioid Epidemic Using EHR Data.
Proceedings of the AMIA 2019, 2019

2018
Phenotype inference with Semi-Supervised Mixed Membership Models.
CoRR, 2018

Multiple Causal Inference with Latent Confounding.
CoRR, 2018

Deep Survival Analysis: Nonparametrics and Missingness.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Development of a Machine Learning Model for Prediction of Successful Extubation and User-Friendly Implementation for Real-World Use.
Proceedings of the AMIA 2018, 2018

Noisy-Or Risk Allocation Model for Causal Inference.
Proceedings of the AMIA 2018, 2018

2017
Lessons Learned from the Conversion of MIMIC3 to the OHDSI Common Data Model.
Proceedings of the AMIA 2017, 2017

Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability.
Proceedings of the AMIA 2017, 2017

2016
Deep Survival Analysis.
Proceedings of the 1st Machine Learning in Health Care, 2016

Quality of Race and Ethnicity Data in Electronic Health Records.
Proceedings of the Summit on Clinical Research Informatics, 2016

Patient-provided Data Improves Race and Ethnicity Data Quality in Electronic Health Records.
Proceedings of the AMIA 2016, 2016

A probabilistic model for learning relationships between diagnosis codes and clinical free text.
Proceedings of the AMIA 2016, 2016

Standardization of FDA Adverse Event Reporting System to the OHDSI Common Data Model.
Proceedings of the AMIA 2016, 2016

Approaches for using temporal and other filters for next generation phenotype discovery.
Proceedings of the AMIA 2016, 2016

2015
Learning probabilistic phenotypes from heterogeneous EHR data.
J. Biomed. Informatics, 2015

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis.
J. Am. Medical Informatics Assoc., 2015

Parameterizing time in electronic health record studies.
J. Am. Medical Informatics Assoc., 2015

The Survival Filter: Joint Survival Analysis with a Latent Time Series.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Feasibility of Converting the Medicare Synthetic Public Use Data Into a Standardized Data Model for Clinical Research Informatics.
Proceedings of the AMIA 2015, 2015

2014
Mixed Membership Classification for Documents with Hierarchically Structured Labels.
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014

Diagnosis code assignment: models and evaluation metrics.
J. Am. Medical Informatics Assoc., 2014

2013
Temporal Properties of Diagnosis Code Time Series in Aggregate.
IEEE J. Biomed. Health Informatics, 2013

2011
Exploiting time in electronic health record correlations.
J. Am. Medical Informatics Assoc., 2011

Hierarchically Supervised Latent Dirichlet Allocation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2009
A Bayesian Analysis of Dynamics in Free Recall.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2005
Methods for reducing interference in the Complementary Learning Systems model: Oscillating inhibition and autonomous memory rehearsal.
Neural Networks, 2005


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