Countdown Regression: Sharp and Calibrated Survival Predictions

Countdown Regression: Sharp and Calibrated Survival Predictions

21 June 2018

Papers citing "Countdown Regression: Sharp and Calibrated Survival Predictions"

17 / 17 papers shown

Title
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 33 0 0 02 Apr 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 26 0 0 27 Oct 2024
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data Lukas Burk John Zobolas Bernd Bischl Andreas Bender Marvin N. Wright R. Sonabend 47 2 0 06 Jun 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration Shiguang Qi Yakun Yu Russell Greiner 35 4 0 12 May 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 39 2 0 23 Apr 2024
Proper Scoring Rules for Survival Analysis H. Yanagisawa 36 6 0 01 May 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 36 13 0 09 Jan 2023
Deep conditional transformation models for survival analysis Gabriele Campanella Lucas Kook I. Häggström Torsten Hothorn Thomas J. Fuchs 21 2 0 20 Oct 2022
Survival Mixture Density Networks Xintian Han Mark Goldstein Rajesh Ranganath 28 5 0 23 Aug 2022
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis Tim Pearce Jong-Hyeon Jeong Yichen Jia Jun Zhu 29 2 0 26 May 2022
Inverse-Weighted Survival Games Xintian Han Mark Goldstein A. Puli Thomas Wies A. Perotte Rajesh Ranganath OffRL 13 11 0 16 Nov 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Alicia Curth Changhee Lee M. Schaar CML 24 29 0 26 Oct 2021
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 15 35 0 26 Mar 2021
X-CAL: Explicit Calibration for Survival Analysis Mark Goldstein Xintian Han A. Puli A. Perotte Rajesh Ranganath 33 37 0 13 Jan 2021
WRSE -- a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU Jonathan Heitz Joanna Ficek M. Faltys T. Merz Gunnar Rätsch Matthias Huser 8 1 0 02 Nov 2020
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models E. Zelikman Sharon Zhou Jeremy Irvin Cooper D. Raterink Hao Sheng Anand Avati Jack Kelly Ram Rajagopal A. Ng D. Gagne 13 12 0 09 Oct 2020
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