Containerized ML for the Semiconductor Fab

Containerized Machine Learning for the Semiconductor Fab

Building containerized ML and data pipelines for the Semiconductor Fab with Fabscape, Docker, GRPC and your favorite machine learning libraries.

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Surival Analysis of COVID-19 Patients with AKI

Survival Analysis of COVID-19 Patients with AKI

Using nonproportional hazards models with clinical data to predict patient outcome with acute kidney injury (AKI), and inform patient care

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Predicting Patient Outcome with Medication Regimen Complexity

Predicting Patient Outcome with Medication Regimen Complexity

Testing predictive power of multiple medication regimen complexity scoring techniques in categorical prediction models of patient outcome

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New Approaches for the Oldest Time Series of Its Kind

New Approaches for the Oldest Time Series of Its Kind

Using multi-stage Bayesian state-space models and wavelet analysis to analyze climate patterns on the longest time series of its kind

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Mathematical Models of Microbial Growth

Mathematical Models of Microbes for Planet-Scale Predictions

Using data from laboratory experiments to predict microbial growth rates in future climate scenarios

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An Improved Method for Missing Data in Time Series

An Improved Method for Missing Data in Time Series

Alternative covariance specifications in state-space models to improve imputation accuracy in time series

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