Identifying Patient-Specific Root Causes of Disease

Identifying Patient-Specific Root Causes of Disease

23 May 2022

Thomas A. Lasko

Papers citing "Identifying Patient-Specific Root Causes of Disease"

4 / 4 papers shown

Title
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game Alexander G. Reisach C. Seiler S. Weichwald CML 59 141 0 26 Feb 2021
Causal structure based root cause analysis of outliers Dominik Janzing Kailash Budhathoki Lenon Minorics Patrick Blobaum CML 63 65 0 05 Dec 2019
Causal Discovery from Heterogeneous/Nonstationary Data with Independent Changes Erdun Gao Kun Zhang Jiji Zhang Joseph Ramsey Ruben Sanchez-Romero Clark Glymour Bernhard Schölkopf 52 226 0 05 Mar 2019
DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model Shohei Shimizu Takanori Inazumi Yasuhiro Sogawa Aapo Hyvarinen Yoshinobu Kawahara Takashi Washio P. Hoyer K. Bollen CML 97 510 0 13 Jan 2011