



























[edit]
[edit]
Editors: Russell Greiner, Neeraj Kumar, Thomas Alexander Gerds, Mihaela van der Schaar
Filter Authors: Filter Titles:
Preface: AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021
; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:1-2
[abs][Download PDF]
IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication
Aziliz Cottin, Nicolas Pécuchet, Marine Zulian, Agathe Guilloux, Sandrine Katsahian; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:1-21
[abs][Download PDF]
Beta Survival Models
David Hubbard, Benoit Rostykus, Yves Raimond, Tony Jebara; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:22-39
[abs][Download PDF]
Semi-Structured Deep Piecewise Exponential Models
Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:40-53
[abs][Download PDF]
WRSE - a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU
Jonathan Heitz, Joanna Ficek, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Matthias Hüser; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:54-69
[abs][Download PDF]
Improving the Calibration of Long Term Predictions of Heart Failure Rehospitalizations using Medical Concept Embedding
Sunil Kalmady, Weijie Sun, Justin Ezekowitz, Nowell Fine, Jonathan Howlett, Anamaria Savu, Russ Greiner, Padma Kaul; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:70-82
[abs][Download PDF]
Survival Trees for Current Status Data
Ce Yang, Liqun Diao, Richard Cook; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:83-94
[abs][Download PDF]
Wavelet Reconstruction Networks for Marked Point Processes
Jeremy Weiss; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:95-106
[abs][Download PDF]
The Safe Logrank Test: Error Control under Optional Stopping, Continuation and Prior Misspecification
Peter Grünwald, Alexander Ly, Muriel Perez-Ortiz, Judith Ter Schure; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:107-117
[abs][Download PDF]
Empirical Comparison of Continuous and Discrete-time Representations for Survival Prediction
Michael Sloma, Fayeq Syed, Mohammedreza Nemati, Kevin S. Xu; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:118-131
[abs][Download PDF]
Transformer-Based Deep Survival Analysis
Shi Hu, Egill Fridgeirsson, Guido van Wingen, Max Welling; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:132-148
[abs][Download PDF]
Theory and software for boosted nonparametric hazard estimation
Donald Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:149-158
[abs][Download PDF]
Dynamic Survival Analysis with Individualized Truncated Parametric Distributions
Preston Putzel, Padhraic Smyth, Jaehong Yu, Hua Zhong; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:159-170
[abs][Download PDF]
Harmonic-Mean Cox Models: A Ruler for Equal Attention to Risk
Xuejian Wang, Wenbin Zhang, Aishwarya Jadhav, Jeremy Weiss; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:171-183
[abs][Download PDF]
Deep Parametric Time-to-Event Regression with Time-Varying Covariates
Chirag Nagpal, Vincent Jeanselme, Artur Dubrawski; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:184-193
[abs][Download PDF]
Exploring the Wasserstein metric for time-to-event analysis
Tristan Sylvain, Margaux Luck, Joseph Cohen, Heloise Cardinal, Andrea Lodi, Yoshua Bengio; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:194-206
[abs][Download PDF]
Survival Prediction Using Deep Learning
Aliasghar Tarkhan, Noah Simon, Thomas Bengtsson, Kien Nguyen, Jian Dai; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:207-214
[abs][Download PDF]
Risk and Survival Analysis from COVID Outbreak Data: Lessons from India
Prasad Bankar, Subhasis Panda, Vaibhav Anand, Vineet Kumar; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:215-222
[abs][Download PDF]
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks
Sejin Kim, Michal Kazmierski, Benjamin Haibe-Kains; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:223-231
[abs][Download PDF]
Kullback-Leibler-Based Discrete Relative Risk Models for Integration of Published Prediction Models with New Dataset
Di Wang, Wen Ye, Kevin He; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:232-239
[abs][Download PDF]
Finding Relevant Features for Different Times in Survival Prediction by Discrete Hazard Bayesian Network
Li-Hao Kuan, Russell Greiner; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:240-251
[abs][Download PDF]
Multi-ethnic Survival Analysis: Transfer Learning with Cox Neural Networks
Yan Gao, Yan Cui; Proceedings of AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021, PMLR 146:252-257
[abs][Download PDF]
此内容由惯性聚合(RSS阅读器)自动聚合整理,仅供阅读参考。 原文来自 — 版权归原作者所有。