Deep Survival Analysis

6 August 2016

Papers citing "Deep Survival Analysis"

28 / 28 papers shown

Title
MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records Yixuan Li Archer Y. Yang Ariane Marelli Yue Li 19 2 0 20 Dec 2023
Explainable Predictive Maintenance Sepideh Pashami Sławomir Nowaczyk Yuantao Fan Jakub Jakubowski Nuno Paiva ... Bruno Veloso M. Sayed-Mouchaweh L. Rajaoarisoa Grzegorz J. Nalepa João Gama 32 8 0 08 Jun 2023
SurvivalGAN: Generating Time-to-Event Data for Survival Analysis Alexander Norcliffe B. Cebere F. Imrie Pietro Lio M. Schaar SyDa 44 14 0 24 Feb 2023
Deep Clustering Survival Machines with Interpretable Expert Distributions Bo-Jian Hou Hongming Li Zhicheng Jiao Zhen Zhou Hao Zheng Yong-Xian Fan 38 3 0 27 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
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 53 21 0 15 Apr 2022
Counterfactual Phenotyping with Censored Time-to-Events Chirag Nagpal Mononito Goswami K. Dufendach A. Dubrawski CML 30 27 0 22 Feb 2022
Inverse-Weighted Survival Games Xintian Han Mark Goldstein A. Puli Thomas Wies A. Perotte Rajesh Ranganath OffRL 19 11 0 16 Nov 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Alicia Curth Changhee Lee M. Schaar CML 30 29 0 26 Oct 2021
A Deep Variational Approach to Clustering Survival Data Laura Manduchi Ricards Marcinkevics M. Massi Thomas Weikert Alexander Sauter ... F. Vasella M. Neidert M. Pfister Bram Stieltjes Julia E. Vogt 24 29 0 10 Jun 2021
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 26 35 0 26 Mar 2021
X-CAL: Explicit Calibration for Survival Analysis Mark Goldstein Xintian Han A. Puli A. Perotte Rajesh Ranganath 36 37 0 13 Jan 2021
Semi-Structured Deep Piecewise Exponential Models Philipp Kopper Sebastian Polsterl Christian Wachinger B. Bischl Andreas Bender David Rügamer 27 21 0 11 Nov 2020
Counterfactual explanation of machine learning survival models M. Kovalev Lev V. Utkin CML OffRL 27 19 0 26 Jun 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression Changhee Lee M. Schaar OOD 24 53 0 15 Jun 2020
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 21 119 0 02 Mar 2020
Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates George H. Chen 36 15 0 13 May 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 30 37 0 07 May 2019
Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer Hongming Li P. Boimel James Janopaul-Naylor H. Zhong Ying Xiao E. Ben-Josef Yong-Xian Fan 35 46 0 05 Jan 2019
A weighted random survival forest Lev V. Utkin A. Konstantinov V. Chukanov M. V. Kots M. Ryabinin A. Meldo 16 40 0 01 Jan 2019
Prediction of New Onset Diabetes after Liver Transplant Angeline Yasodhara M. Bhat Anna Goldenberg 20 1 0 03 Dec 2018
Effective Ways to Build and Evaluate Individual Survival Distributions Humza Haider B. Hoehn Sarah Davis Russell Greiner 30 104 0 28 Nov 2018
Deep Recurrent Survival Analysis Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Lin Qiu Yong Yu 28 129 0 07 Sep 2018
Countdown Regression: Sharp and Calibrated Survival Predictions Anand Avati Tony Duan Sharon Zhou Kenneth Jung N. Shah A. Ng 22 54 0 21 Jun 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning Bryan Lim M. Schaar 22 32 0 27 Mar 2018
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 32 857 0 22 Mar 2017
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 119 1,233 0 02 Jun 2016