The applications of “Precision Health for Women” big data in novel diagnostic algorithms and tests for breast cancer and female infertility( I )

Project: A - Government Institutionb - Ministry of Science and Technology

Project Details

Description

本計畫擬建立機器學習模型應用於臨床決策平台iSDM。針對乳癌及不孕症,建立類別型資料(categorical data)及serial data,及採用CNN及BRNN進行深度學習為策略,為乳癌療效與復發提供即時非侵入式監測,並發展風險評估模式提供乳癌病人生殖保存最佳化時機,以維護女性全齡健康管理與照護為終極目標。
StatusFinished
Effective start/end date5/1/214/30/22

Keywords

  • precision health
  • breast cancer
  • companion diagnostic
  • oncofertility
  • artificial intelligence
  • clinical decision support system