Search Results for author: Malka Gorfine

Found 3 papers, 3 papers with code

Discrete-time Competing-Risks Regression with or without Penalization

2 code implementations2 Mar 2023 Tomer Meir, Malka Gorfine

Additionally, we showcase the utility of our procedure by estimating a survival model for the length of stay of patients hospitalized in the intensive care unit, considering three competing events: discharge to home, transfer to another medical facility, and in-hospital death.

regression Survival Analysis

PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks

2 code implementations12 Apr 2022 Tomer Meir, Rom Gutman, Malka Gorfine

Most methods and software packages for survival regression analysis assume that time is measured on a continuous scale.

regression Survival Analysis

Optimal Cox Regression Subsampling Procedure with Rare Events

1 code implementation3 Dec 2020 Nir Keret, Malka Gorfine

Massive sized survival datasets are becoming increasingly prevalent with the development of the healthcare industry.

Survival Analysis Methodology

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