Kaiser Permanente Washington Health Research Institute

output

20182025

most citedAI-Assisted Causal Pathway Diagram for Human-Centered Design

20 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Brian D. Williamson2 profiles6 · h 7
S. Shortreed3 · h 34
Gregory E. Simon2 profiles2 · h 7
Pamela A Shaw2 · h 8
Susan Gruber2 · h 3
Susan M. Shortreed2 · h 4
Ying Huang2 · h 1
A. Cook1 · h 12
A. Drewnowski1 · h 109
Alexander W. Levis1 · h 2
Andrea Z. LaCroix1 · h 11
Andrew Mertens1 · h 1

collaborating institutions

University of WashingtonUS9 papers
Fred Hutch Cancer CenterUS3 papers
Harvard UniversityUS3 papers
Brigham and Women's HospitalUS2 papers
Cancer Research And BiostatisticsUS2 papers
Kaiser PermanenteUS2 papers
McGill UniversityCA2 papers
University of California, BerkeleyUS2 papers
University of MichiganUS2 papers
University of PennsylvaniaUS2 papers
Bordeaux Population HealthFR1 paper
Carnegie Mellon UniversityUS1 paper

Showing stat.MLShow all

2 papers · 1 filter

stat.ML2025★ 4 cited

Behavior of prediction performance metrics with rare events

Emily Minus, R. Yates Coley, Susan M. Shortreed +1

Objective: Area under the receiving operator characteristic curve (AUC) is commonly reported alongside prediction models for binary outcomes. Recent articles have raised concerns t…

stat.ML2023

Practical considerations for variable screening in the super learner

Brian D. Williamson, Drew King, Ying Huang

Estimating a prediction function is a fundamental component of many data analyses. The super learner ensemble, a particular implementation of stacking, has desirable theoretical pr…