技术资助 | Varian

综合研究

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

自适应放射治疗

• 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)

人工智能

• 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

自动化

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

癌症治疗管理

• 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

临床操作

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

临床研究

• 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)

云计算软件解决方案

• 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

影像

• 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

运动管理

• 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

Michael Davis，外科硕士兼法学博士
研究和教育基金主任
电子邮件： michael.davis@varian.com

Timo Berkus 博士
医学联络官
地区：欧洲和印度
电子邮箱：timo.berkus@varian.com

MSCI 的 Camille Noel 博士
医学联络官
区域：东北、东南和中北美洲
电子邮件：camille.noel@varian.com

Johnny Cheng
医学联络官
地区: 亚洲和澳大利亚
电子邮件： johnny.cheng@varian.com