Ustalk: Ultrasound-Based Imaging Assessment of Breast Cancer Axillary Lymph Node Metastasis Treatment Response and Mixed Reality Body Mapping to Track Neoadjuvant Therapy Response

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

本計畫聯合長庚醫院資源與臨床醫師合作,目的在整合超音波、神經輻射場(NeRF)及混合實境技術,以動態方式追蹤乳癌轉移到腋下淋巴結的病灶,並進行精確的手術定位。通過這些技術,提供更為準確的乳癌治療方法,可能減少患者因手術或治療過程中的風險,降低手術後的副作用,並提供醫生更為準確的臨床決策資訊。降低乳癌治療的總體成本,因為精確的手術定位可能減少後續的複雜手術或治療。本計畫整合了超音波、NeRF 和混合實境技術,對醫學影像和臨床診斷領域具有創新性。提供學術界新的研究議題和合作機會,可能引領未來醫學影像和手術技術的發展方向。

Project IDs

Project ID:PB11307-2315
External Project ID:NSTC113-2221-E182-024
StatusActive
Effective start/end date01/08/2431/07/25

Keywords

  • 3D Body Maps
  • 3D Tumor Localization
  • Axillary Lymph Nodes
  • Breast Cancer
  • CT Scans
  • GAN Models
  • Metastatic Lesions
  • Mixed Reality
  • Neoadjuvant Chemotherapy (NAC)
  • Neural Radiance Fields (NeRF)
  • Sentinel Lymph Nodes

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