獎助金主題

我們支援一系列技術與臨床研究。我們的研究方向包含但不限於下列主題:

綜合研究

  • Resource-constrained areas
  • Clinical Evidence/Trials
  • Cost Effectiveness
  • Value-Based Care
  • Operational Studies (reducing infrastructure complexities, reducing clinician burden)

適應性放射治療

  • Treatment quality (clinically meaningful metrics), compare to historical
  • Outcome modeling (NCTP, TCP, etc.)
  • Automated target contouring
  • Clinical decision support -- offline or at- console
  • Deformable image registration visualization
  • Longitudinal response assessment
  • Novel approaches pushing the therapeutic envelope (shrinking margins, increasing tumor doses)
  • Functional adaptation (multi-modality imaging applications using adaptive tools)
  • Novel use of adaptive tools (eg. rapid plan & treat)

人工智慧

  • Increasing safety of systems and processes
  • Error detection and augmentation (treatment planning, data transfer, imaging, treatment delivery)
  • Decreasing planning and treatment variability
  • Uncertainty quantification
  • Assisted plan review
  • Novel algorithms, benefits and applications
  • AI agents
  • Reinforcement learning, continuous or incremental learning
  • Cognitive AI
  • Clinical benefits
  • Outcomes prediction

自動化

  • Target segmentation
  • Identification of crucial inputs
  • Evidence-based decision making

癌症照護管理

  • Decision support to enable precision medicine
  • AI-based workflow optimization
  • Patient Reported Outcomes and impact on care
  • Elevating patient engagement
  • AI-based scheduling and resource utilization
  • Survivorship focused research
  • Elevating outcomes using digital technology

臨床運作

  • Analysis of care patterns, efficiency studies, etc
  • Quantifying benefits of software tools
  • Centralized treatment planning

臨床研究

  • Use and value of new Varian technologies and solutions
  • Use of SBRT, especially for oligometastatic disease
  • Comparative and cost effectiveness studies (e.g., RT vs non-RT modalities)
  • Clinical studies in precision medicine, incorporating genomic and/or radiomic information into Varian systems
  • Role of radiotherapy as an immune system modulator
  • Evaluation of novel applications of radiation using linear accelerators for non- oncologic diseases (functional SRS, pain, OCD, etc)

雲端軟體解決方案

  • Aggregation and curation solutions
  • Data security, cyber security
  • Data privacy
  • Efficient ways of transferring data to/from the cloud
  • Microservices and workflow
  • Web services
  • Algorithm parallelization and high performance computing
  • Assisted automated commissioning of algorithm updates

成像

  • Dual energy imaging applications in RO
  • Technology comparison of imaging techniques for specific applications
  • Unique multi-modal imaging applications
  • Site-specific imaging solutions for unmet clinical needs
  • Incorporating imaging with dynamic trajectories during

移動管理

  • Motion modeling/prediction (includes AI approaches)
  • DTS for motion monitoring during treatment
  • Soft tissue tracking/monitoring during treatment delivery
  • Unique methods for noninvasive internal motion monitoring
  • Respiratory regulation techniques/studies
  • Optimal breath-hold approaches

技術研究聯絡資訊

Michael Davis 理學碩士和法學博士
研究與教學贊助主管
電子郵件:michael.davis@varian.com

Timo Berkus 博士
醫學聯絡窗口
地區:歐洲和印度
電子郵件:timo.berkus@varian.com

Camille Noel,MSCI,研究博士
醫學聯絡窗口
地區:北美洲東北部、東南部和中部
電子郵件:camille.noel@varian.com

Johnny Cheng
醫學聯絡窗口
地區:亞洲和澳洲
電子郵件:johnny.cheng@varian.com