This paper is in the following e-collection/theme issue:

Decision Support for Health Professionals (1551) Big Data (309) Methods and Instruments in Medical Informatics (195) New Technologies (109) Research Infrastructures and Registries (78) Tools, Programs and Algorithms (383) Data Science (359)

Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55118, first published .
Comparison of Synthetic Data Generation Techniques for Control Group Survival Data in Oncology Clinical Trials: Simulation Study

Comparison of Synthetic Data Generation Techniques for Control Group Survival Data in Oncology Clinical Trials: Simulation Study

Comparison of Synthetic Data Generation Techniques for Control Group Survival Data in Oncology Clinical Trials: Simulation Study

Authors of this article:

Ippei Akiya1 Author Orcid Image ;   Takuma Ishihara2 Author Orcid Image ;   Keiichi Yamamoto3 Author Orcid Image
Article Authors Cited by (9) Tweetations (3) Metrics

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  1. Fukuda M, Kotaki S, Nozawa M, Tsuji K, Watanabe M, Akiyama H, Ariji Y. An attempt to generate panoramic radiographs including jaw cysts using StyleGAN3. Dentomaxillofacial Radiology 2024;53(8):535 View
  2. El Kababji S, Mitsakakis N, Jonker E, Beltran-Bless A, Pond G, Vandermeer L, Radhakrishnan D, Mosquera L, Paterson A, Shepherd L, Chen B, Barlow W, Gralow J, Savard M, Fesl C, Hlauschek D, Balic M, Rinnerthaler G, Greil R, Gnant M, Clemons M, El Emam K. Augmenting Insufficiently Accruing Oncology Clinical Trials Using Generative Models: Validation Study. Journal of Medical Internet Research 2025;27:e66821 View
  3. Mishra H, Gupta R. Leveraging Generative AI for Drug Safety and Pharmacovigilance. Current Reviews in Clinical and Experimental Pharmacology 2025;20(2):89 View
  4. Cipriani M, Di Rocco L, Puopolo M, Alfò M. A flexible parametric approach to synthetic patients generation using health data. Statistical Methods & Applications 2025;34(4):639 View
  5. Isasa I, Catalina M, Epelde G, Aginako N, Beristain A. Synthetic Tabular Data Generation Under Horizontal Federated Learning Environments in Acute Myeloid Leukemia: Case-Based Simulation Study. JMIR Medical Informatics 2025;13:e74116 View
  6. Demuth S, Rousseau O, Faddeenkov I, Paris J, De Sèze J, Baciotti B, Payet M, Guillaudeux M, Barreteau A, Laplaud D, Edan G, Gourraud P. Privacy-by-Design Approach to Generate Two Virtual Clinical Trials for Multiple Sclerosis and Release Them as Open Datasets: Evaluation Study. Journal of Medical Internet Research 2025;27:e71297 View
  7. Kubo A, Tamura S, Hiraide A, Morioka D, Murakami R, Fukui K, Inoue S. Population-level impact of universal early AED implementation on out-of-hospital cardiac arrest outcomes: a machine learning analysis using synthetic patient data of 45-year projection study from Japan. Resuscitation 2025;217:110904 View
  8. Georgiou G. Enhancing Developmental Language Disorder Identification with Artificial Intelligence: Development of an Explainable Screening App Using Real and Synthetic Data. Journal of Autism and Developmental Disorders 2025 View

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  1. Abdelrashid M, Lobbous M. Translational Neurosurgery. View