257 citations · 351 across the 27 of their papers we have counts for
28 papers
Efficient Cumulative Incidence Estimation in Biobank Studies Using All Prevalent and Incident Events
David M. Zucker, Malka Gorfine
Population-based biobanks, now established in many countries, offer opportunities for large-scale studies investigating the incidence of various diseases. Biobank data is typically…
Flexible Deep Neural Networks for Partially Linear Survival Data: Estimation and Survival Inference
Asaf Ben Arie, Malka Gorfine
We propose a flexible deep neural network (DNN) framework for modeling survival data within a partially linear regression structure. The approach preserves interpretability through…
Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
Tomer Meir, Uri Shalit, Malka Gorfine
Tailoring treatments to individual needs is a central goal in fields such as medicine. A key step toward this goal is estimating Heterogeneous Treatment Effects (HTE) - the way tre…
Cost-Effectiveness Analysis for Disease Prevention -- A Case Study on Colorectal Cancer Screening
Yi Xiong, Kwun C G Chan, Malka Gorfine +1
Cancer Screening has been widely recognized as an effective strategy for preventing the disease. Despite its effectiveness, determining when to start screening is complicated, beca…
Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning
Asaf Ben Arie, Malka Gorfine
Deep learning models have significantly improved prediction accuracy in various fields, gaining recognition across numerous disciplines. Yet, an aspect of deep learning that remain…
Mastering Rare Event Analysis: Optimal Subsample Size in Logistic and Cox Regressions
Tal Agassi, Nir Keret, Malka Gorfine
In the realm of contemporary data analysis, the use of massive datasets has taken on heightened significance, albeit often entailing considerable demands on computational time and…