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Synthetic data in cancer and cerebrovascular disease research: A novel approach to big data.

Ronda LunDeborah M SiegalTim RamsayGrant StottsDar Dowlatshahi
Published in: PloS one (2024)
We demonstrated the utility of synthetic data in stroke and cancer research and provided key differences between cancer and non-cancer patients with ischemic stroke. Synthetic data is a powerful tool that can allow researchers to easily explore hypothesis generation, enable data sharing without privacy breaches, and ensure broad access to big data in a rapid, safe, and reliable fashion.
Keyphrases
  • big data
  • artificial intelligence
  • papillary thyroid
  • machine learning
  • squamous cell
  • electronic health record
  • atrial fibrillation
  • lymph node metastasis
  • social media
  • deep learning
  • blood brain barrier