Effect of incorporating metadata to the generation of synthetic time series in a healthcare context
暂无分享,去创建一个
E. Konstantinidis | Andoni Beristain | P. Bamidis | Ane Alberdi | Mikel Hernandez | Gorka Epelde | Imanol Isasa | Francisco Londoño
[1] K. El Emam,et al. Synthetic data as an enabler for machine learning applications in medicine , 2022, iScience.
[2] Zhengwei Wang,et al. Generative Adversarial Networks in Time Series: A Systematic Literature Review , 2022, ACM Comput. Surv..
[3] E. Konstantinidis,et al. Synthetic Subject Generation with Coupled Coherent Time Series Data , 2022, ITISE 2022.
[4] Debbie Rankin,et al. Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions , 2022, Methods of Information in Medicine.
[5] Debbie Rankin,et al. Synthetic data generation for tabular health records: A systematic review , 2022, Neurocomputing.
[6] A. Sönnerborg,et al. The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms , 2022, Scientific Data.
[7] E. Konstantinidis,et al. Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain , 2022, Electronics.
[8] D. Courvoisier,et al. Heart rate recovery to assess fitness: comparison of different calculation methods in a large cross-sectional study , 2021, Research in sports medicine.
[9] Gorka Epelde,et al. Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing , 2020, JMIR medical informatics.
[10] Isabelle Guyon,et al. Generation and evaluation of privacy preserving synthetic health data , 2020, Neurocomputing.
[11] G. Fanti,et al. Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions , 2019, Internet Measurement Conference.
[12] Olivier Bachem,et al. Assessing Generative Models via Precision and Recall , 2018, NeurIPS.
[13] Peter Szolovits,et al. MIMIC-III, a freely accessible critical care database , 2016, Scientific Data.
[14] Jeffrey M. Hausdorff,et al. Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .
[15] HYPOTENSION , 1974 .
[16] D. Mongin,et al. Treadmill Maximal Exercise Tests from the Exercise Physiology and Human Performance Lab of the University of Malaga , 2021 .