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以手术为重点的转移性脊柱肿瘤治疗方式的多学科最新进展:文献综述与人工智能作用评估

A Multidisciplinary Update on Treatment Modalities for Metastatic Spinal Tumors with a Surgical Emphasis: A Literature Review and Evaluation of the Role of Artificial Intelligence.

作者信息

Houston Rebecca, Desai Shivum, Takayanagi Ariel, Quynh Thu Tran Christina, Mortezaei Ali, Oladaskari Alireza, Sourani Arman, Siddiqi Imran, Khodayari Behnood, Ho Allen, Hariri Omid

机构信息

Department of Neurosurgery, Arrowhead Regional Medical Center, 400 N Pepper Ave, Colton, CA 92324, USA.

Department of Neurosurgery, Ascension Providence Hospital, 16001 W Nine Mile Rd, Southfield, MI 48075, USA.

出版信息

Cancers (Basel). 2024 Aug 8;16(16):2800. doi: 10.3390/cancers16162800.

Abstract

Spinal metastases occur in up to 40% of patients with cancer. Of these cases, 10% become symptomatic. The reported incidence of spinal metastases has increased in recent years due to innovations in imaging modalities and oncological treatments. As the incidence of spinal metastases rises, so does the demand for improved treatments and treatment algorithms, which now emphasize greater multidisciplinary collaboration and are increasingly customized per patient. Uniquely, we discuss the potential clinical applications of AI and NGS in the treatment of spinal metastases. Material and Methods: A PubMed search for articles published from 2000 to 2023 regarding spinal metastases and artificial intelligence in healthcare was completed. After screening for relevance, the key findings from each study were summarized in this update. Results: This review summarizes the evidence from studies reporting on treatment modalities for spinal metastases, including minimally invasive surgery (MIS), external beam radiation therapy (EBRT), stereotactic radiosurgery (SRS), CFR-PEEK instrumentation, radiofrequency ablation (RFA), next-generation sequencing (NGS), artificial intelligence, and predictive models.

摘要

脊柱转移瘤在高达40%的癌症患者中出现。在这些病例中,10%会出现症状。由于成像方式和肿瘤治疗的创新,近年来报道的脊柱转移瘤发病率有所上升。随着脊柱转移瘤发病率的上升,对改进治疗方法和治疗方案的需求也在增加,现在强调更多的多学科协作,并且越来越根据患者个体情况进行定制。我们特别讨论了人工智能和二代测序在脊柱转移瘤治疗中的潜在临床应用。材料与方法:完成了对2000年至2023年发表的关于脊柱转移瘤和医疗保健中的人工智能的文章的PubMed检索。在筛选相关性后,本更新总结了每项研究的关键发现。结果:本综述总结了关于脊柱转移瘤治疗方式的研究证据,包括微创手术(MIS)、外照射放疗(EBRT)、立体定向放射外科(SRS)、CFR-PEEK器械、射频消融(RFA)、二代测序(NGS)、人工智能和预测模型。

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