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Technology‐driven research for radiotherapy innovation

机译:技术驱动的放射疗法创新研究

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摘要

Technology has a pivotal role in the continuous development of radiotherapy. The long road toward modern ‘high‐tech’ radiation oncology has been studded with discoveries and technological innovations that resulted from the interaction of various disciplines In the last decades, a dramatic technology‐driven revolution has hugely improved the capability of accurately and safely delivering complex‐shaped dose distributions. This has contributed to many clinical improvements, such as the successful management of lung cancer and oligometastatic disease through stereotactic body radiotherapy. Technology‐driven research is an active and lively field with promising potential in several domains, including image guidance, adaptive radiotherapy, integration of artificial intelligence, heavy‐particle therapy, and ‘flash’ ultra‐high dose‐rate radiotherapy. The evolution toward personalized Oncology will deeply influence technology‐driven research, aiming to integrate predictive models and omics analyses into fast and efficient solutions to deliver the best treatment for each single patient. Personalized radiation oncology will need affordable technological solutions for middle‐/low‐income countries, as these are expected to experience the highest increase of cancer incidence and mortality. Moreover, technology solutions for automation of commissioning, quality assurance, safety tests, image segmentation, and plan optimization will be required. Although a large fraction of cancer patients receive radiotherapy, this is certainly not reflected in the worldwide budget for radiotherapy research. Differently from the pharmaceutical companies‐driven research, resources for research in radiotherapy are highly limited to equipment vendors, who can, in turn, initiate a limited number of collaborations with academic research centers. Thus, enhancement of investments in technology‐driven radiotherapy research via public funds, national governments, and the European Union would have a crucial societal impact. It would allow for radiotherapy to further strengthen its role as a highly effective and cost‐efficient cancer treatment modality, and it could facilitate a rapid and equalitarian large‐scale transfer of technology to clinic, with direct impact on patient care.
机译:技术在放射治疗的持续发展中具有举足轻重的作用。通往现代“高科技”放射肿瘤学的漫长道路上散布着各种学科之间的相互作用所带来的发现和技术创新。在过去的几十年中,一场由技术驱动的戏剧性革命极大地提高了准确,安全地递送复杂肿瘤的能力。形剂量分布。这为许多临床改进做出了贡献,例如通过立体定向身体放疗成功地治疗了肺癌和少转移性疾病。技术驱动的研究是一个活跃而活跃的领域,在多个领域都具有广阔的潜力,包括图像指导,自适应放射治疗,人工智能集成,重粒子治疗以及“闪光”超高剂量率放射治疗。个性化肿瘤学的发展将对技术驱动的研究产生深远影响,旨在将预测模型和组学分析集成到快速有效的解决方案中,从而为每位患者提供最佳治疗。对于中等/低收入国家,个性化放射肿瘤学将需要负担得起的技术解决方案,因为这些解决方案预计将经历癌症发病率和死亡率最高的增长。此外,将需要用于调试,质量保证,安全测试,图像分割和计划优化的自动化技术解决方案。尽管大部分癌症患者接受放射治疗,但这在世界放射治疗研究预算中并未得到肯定。与制药公司主导的研究不同,放射疗法的研究资源高度限于设备供应商,后者可以反过来发起与学术研究中心的有限数量的合作。因此,通过公共资金,国家政府和欧盟增加对技术驱动的放射疗法研究的投资将产生至关重要的社会影响。它将使放射疗法进一步加强其作为高效和具有成本效益的癌症治疗方式的作用,并可以促进技术的快速和平等地大规模转移到临床,直接影响患者的护理。

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