auton-survival: an Open-Source Package for Regression, Counterfactual
Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

15 April 2022

Papers citing "auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data"

17 / 17 papers shown

Title
Beyond Cox Models: Assessing the Performance of Machine-Learning Methods in Non-Proportional Hazards and Non-Linear Survival Analysis Ivan Rossi Flavio Sartori Cesare Rollo G. Birolo P. Fariselli Tiziana Sanavia 37 0 0 24 Apr 2025
FPBoost: Fully Parametric Gradient Boosting for Survival Analysis Alberto Archetti Eugenio Lomurno Diego Piccinotti Matteo Matteucci 42 2 0 20 Sep 2024
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
DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer A. Wentzel Serageldin Attia Xinhua Zhang G. Canahuate Clifton Fuller G. Marai 41 3 0 18 Jul 2024
Variational Deep Survival Machines: Survival Regression with Censored Outcomes Qinxin Wang Jiayuan Huang Junhui Li Jiaming Liu DRL CML 19 0 0 24 Apr 2024
TorchSurv: A Lightweight Package for Deep Survival Analysis M. Monod Peter Krusche Qian Cao B. Sahiner N. Petrick D. Ohlssen T. Coroller TPM 29 1 0 16 Apr 2024
ICTSurF: Implicit Continuous-Time Survival Functions with Neural Networks C. Puttanawarut Panu Looareesuwan Romen Samuel Wabina Prut Saowaprut 24 1 0 10 Dec 2023
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
Using Geographic Location-based Public Health Features in Survival Analysis Navid Seidi Ardhendu Shekhar Tripathy Sajal Kumar Das 16 4 0 16 Apr 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
Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation J. Quiroz D. Brieger Louisa R Jorm R. Sy B. Hsu B. Gallego 24 0 0 22 Nov 2022
SurvSHAP(t): Time-dependent explanations of machine learning survival models Mateusz Krzyzinski Mikolaj Spytek Hubert Baniecki P. Biecek FAtt AI4TS 26 76 0 23 Aug 2022
Counterfactual Phenotyping with Censored Time-to-Events Chirag Nagpal Mononito Goswami K. Dufendach A. Dubrawski CML 27 27 0 22 Feb 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