Jan Claassen
According to our database1,
Jan Claassen
authored at least 11 papers
between 2012 and 2023.
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Bibliography
2023
A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation.
J. Biomed. Informatics, December, 2023
Interpretable physiological forecasting in the ICU using constrained data assimilation and electronic health record data.
J. Biomed. Informatics, September, 2023
A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2020
Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting.
Proceedings of the AMIA 2020, 2020
2019
Lagged Correlations among Physiological Variables as Indicators of Consciousness in Stroke Patients.
Proceedings of the AMIA 2019, 2019
2018
Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms.
J. Biomed. Informatics, 2018
Proceedings of 2018 ACM SIGKDD Workshop on Causal Discovery, 2018
Using mechanistic machine learning to forecast glucose and infer physiologic phenotypes in the ICU: what is possible and what are the challenges.
Proceedings of the AMIA 2018, 2018
2015
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data.
J. Biomed. Informatics, 2015
2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
2012
Using Empirical orthogonal functions to identify temporally important variables to understand time-dependent pathophysiologic and phenotypic differences in patients.
Proceedings of the AMIA 2012, 2012