Counterfactual Phenotyping with Censored Time-to-Events

Counterfactual Phenotyping with Censored Time-to-Events

22 February 2022

Mononito Goswami

Papers citing "Counterfactual Phenotyping with Censored Time-to-Events"

11 / 11 papers shown

Title
Identifying treatment response subgroups in observational time-to-event data Vincent Jeanselme Chang Ho Yoon Fabian Falck Brian D. M. Tom Jessica Barrett OOD CML 45 0 0 06 Aug 2024
Variational Deep Survival Machines: Survival Regression with Censored Outcomes Qinxin Wang Jiayuan Huang Junhui Li Jiaming Liu DRL CML 16 0 0 24 Apr 2024
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling Mert Ketenci Shreyas Bhave Noémie Elhadad A. Perotte 27 0 0 03 Nov 2023
Deep Learning for Survival Analysis: A Review S. Wiegrebe Philipp Kopper R. Sonabend Bernd Bischl Andreas Bender 21 64 0 24 May 2023
Neural Fine-Gray: Monotonic neural networks for competing risks Vincent Jeanselme Changwon Yoon Brian D. M. Tom Jessica Barrett 16 7 0 11 May 2023
Modeling Events and Interactions through Temporal Processes -- A Survey Angelica Liguori Luciano Caroprese Marco Minici Bruno Veloso Francesco Spinnato M. Nanni Giuseppe Manco João Gama AI4TS 20 2 0 10 Mar 2023
Recovering Sparse and Interpretable Subgroups with Heterogeneous Treatment Effects with Censored Time-to-Event Outcomes Chirag Nagpal Vedant Sanil A. Dubrawski CML 28 1 0 24 Feb 2023
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect Stanislav R. Kirpichenko Lev V. Utkin A. Konstantinov CML 21 0 0 19 Nov 2022
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data Chirag Nagpal Willa Potosnak A. Dubrawski CML OOD 38 21 0 15 Apr 2022
Deep Cox Mixtures for Survival Regression Chirag Nagpal Steve Yadlowsky Negar Rostamzadeh Katherine A. Heller CML 42 59 0 16 Jan 2021
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 115 1,231 0 02 Jun 2016