SurvivalGAN: Generating Time-to-Event Data for Survival Analysis

SurvivalGAN: Generating Time-to-Event Data for Survival Analysis

24 February 2023

Alexander Norcliffe

Papers citing "SurvivalGAN: Generating Time-to-Event Data for Survival Analysis"

13 / 13 papers shown

Title
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints Waldemar Hahn Jan-Niklas Eckardt Christoph Röllig Martin Sedlmayr J. Middeke M. Wolfien 38 0 0 08 May 2025
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records N. Kuo B. Gallego Louisa R Jorm SyDa 69 0 0 08 Mar 2025
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation N. Kuo B. Gallego Louisa R Jorm 28 1 0 22 Oct 2024
Conditioning on Time is All You Need for Synthetic Survival Data Generation Mohd Ashhad Ricardo Henao 31 0 0 27 May 2024
Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators Narasimha Raghavan Mohammad Hossein Tabatabaei Severin Elvatun V. Vallevik S. Larønningen J. F. Nygård 40 2 0 12 May 2024
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects Yingrong Wang Anpeng Wu Haoxuan Li Weiming Liu Qiaowei Miao Ruoxuan Xiong Fei Wu Kun Kuang 42 0 0 05 Mar 2024
Generating Survival Interpretable Trajectories and Data A. Konstantinov Stanislav R. Kirpichenko Lev V. Utkin 30 0 0 19 Feb 2024
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare V. Vallevik Aleksandar Babic S. Marshall Severin Elvatun Helga Brogger S. Alagaratnam B. Edwin Narasimha Raghavan Anne Kjersti Befring J. F. Nygård 50 19 0 24 Jan 2024
SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/Records Le Hung Eng-Jon Ong Miroslaw Bober 29 1 0 16 Nov 2023
AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning F. Imrie B. Cebere E. McKinney M. Schaar 63 20 0 21 Oct 2022
Deep Generative Survival Analysis: Nonparametric Estimation of Conditional Survival Function Xing Zhou Wen Su Changyu Liu Yuling Jiao Xingqiu Zhao Jian Huang CML MedIm 32 4 0 19 May 2022
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 53 186 0 17 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018