• 04 Where is the Data for AI in Dentistry?

  • 2024/10/27
  • 再生時間: 20 分
  • ポッドキャスト

04 Where is the Data for AI in Dentistry?

  • サマリー

  • Artificial intelligence (AI) holds immense potential for revolutionizing dental diagnostics, treatment planning, and research. However, developing and validating robust and reliable AI algorithms hinges on the availability of high-quality, diverse, and ethically sourced dental imaging datasets. This episode cover the Journal of Dental Research publication by Dr Sergio Uribe and the ITU/WHO Global Initiative on AI for Health, about the the current landscape of publicly available dental imaging datasets. It examines the challenges and opportunities presented by these datasets, including issues related to data scarcity, metadata completeness, and adherence to FAIR principles (Findability, Accessibility, Interoperability, and Reusability). This chapter also highlights the need for increased data diversity to mitigate algorithmic bias and ensure the development of generalizable AI tools to diverse populations worldwide. You can read the full text here: Publicly Available Dental Image Datasets for Artificial Intelligence

    続きを読む 一部表示

あらすじ・解説

Artificial intelligence (AI) holds immense potential for revolutionizing dental diagnostics, treatment planning, and research. However, developing and validating robust and reliable AI algorithms hinges on the availability of high-quality, diverse, and ethically sourced dental imaging datasets. This episode cover the Journal of Dental Research publication by Dr Sergio Uribe and the ITU/WHO Global Initiative on AI for Health, about the the current landscape of publicly available dental imaging datasets. It examines the challenges and opportunities presented by these datasets, including issues related to data scarcity, metadata completeness, and adherence to FAIR principles (Findability, Accessibility, Interoperability, and Reusability). This chapter also highlights the need for increased data diversity to mitigate algorithmic bias and ensure the development of generalizable AI tools to diverse populations worldwide. You can read the full text here: Publicly Available Dental Image Datasets for Artificial Intelligence

activate_buybox_copy_target_t1

04 Where is the Data for AI in Dentistry?に寄せられたリスナーの声

カスタマーレビュー:以下のタブを選択することで、他のサイトのレビューをご覧になれます。