radiation therapy

放射治疗
  • 文章类型: Case Reports
    原发性心脏恶性肿瘤极为罕见,约占所有原发性心脏肿瘤的10%。这些肿瘤大多数是原发性肉瘤,原发性间皮瘤更不常见。该报告详细介绍了一名53岁的男性患者,该患者被诊断为原发性心脏恶性间皮瘤。患者有胸痛和呼吸困难的症状。CT扫描显示心脏增大,心脏周围的液体,心包不规则增厚。通过手术活检证实了诊断,显示存在恶性间皮瘤。手术后,患者接受了适当的心脏支持.虽然在放电时稳定,不幸的是,病人在三个月后因严重的喘息而死亡。暴露于放射性碘治疗与这种结果之间可能存在潜在联系。该病例突出了原发性心脏恶性肿瘤的诊断和治疗挑战,并提醒医生在评估具有类似症状的患者时考虑这种罕见疾病。
    Primary cardiac malignant tumors are extremely rare, making up about 10% of all primary cardiac tumors. Most of these tumors are primary sarcomas, with primary mesothelioma being even less common. This report details a 53-year-old male patient diagnosed with primary cardiac malignant mesothelioma. The patient had symptoms of chest pain and difficulty breathing. A CT scan showed an enlarged heart, fluid around the heart, and irregular thickening of the pericardium. Diagnosis was confirmed through a surgical biopsy, which showed the presence of malignant mesothelioma. After the procedure, the patient received appropriate cardiac support. Although stable at discharge, the patient unfortunately died three months later due to severe wheezing. There may be a potential link between exposure to radioactive iodine treatment and this outcome. This case highlights the diagnostic and treatment challenges of primary cardiac malignant tumors and reminds physicians to consider this rare disease when evaluating patients with similar symptoms.
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  • 文章类型: Journal Article
    目的:本研究旨在确定使用自动描绘系统和RapidPlan(RP)模块创建的放疗计划是否可以快速准确地预测左乳腺癌患者的心脏剂量并受益于深吸气屏气(DIBH)。
    方法:纳入了136个临床批准的左乳腺癌患者的自由呼吸(FB)计划,定义为手动划界-手动计划(MD-MP)。共选择104/136个计划进行RP模型训练。共有32/136例患者通过软件自动勾画,之后RP生成的计划,定义为自动划定-快速计划(AD-RP)。此外,纳入40名使用DIBH的患者,以分析DIBH的心脏获益差异。
    结果:为保乳术后(BCS)和改良根治术(MRM)建立了两种RP模型。MD-MP和AD-RP之间的大多数剂量学参数没有显着差异。两种方案的心脏剂量在BCS后患者中呈强相关(0.80≤r≤0.88,P<0.05),在MRM后患者中呈中等相关(0.46≤r≤0.58,P<0.05)。RP模型预测接受上述两种手术的患者的平均心脏剂量(MHD)在±59.67cGy和±63.32cGy内。FB-MHD≥4Gy患者的DIBH心脏获益明显大于FB-MHD<4Gy患者。
    结论:联合自动描绘RP模型可以快速准确地预测左乳腺癌患者FB下的心脏剂量。FB-MHD≥4Gy可作为选择适合DIBH患者的剂量阈值。
    OBJECTIVE: This study aimed to determine whether radiotherapy plans created using an automatic delineating system and a RapidPlan (RP) module could rapidly and accurately predict heart doses and benefit from deep inspiratory breath-hold (DIBH)in left breast cancer patients.
    METHODS: One hundred thirty-six clinically approved free breathing (FB) plans for patients with left breast cancer were included, defined as manual delineation-manual plan (MD-MP). A total of 104/136 plans were selected for RP model training. A total of 32/136 patients were automatically delineated by software, after which the RP generated plans, defined as automatic delineation-RapidPlan (AD-RP). In addition, 40 patients who used DIBH were included to analyze differences in heart benefits from DIBH.
    RESULTS: Two RP models were established for post breast-conserving surgery (BCS) and post modified radical mastectomy (MRM). There were no significant differences in most of the dosimetric parameters between the MD-MP and AD-RP. The heart doses of the two plans were strongly correlated in patients after BCS (0.80 ≤ r ≤ 0.88, P < 0.05) and moderately correlated in patients after MRM (0.46 ≤ r ≤ 0.58, P < 0.05). The RP model predicted the mean heart dose (MHD) within ± 59.67 cGy and ± 63.32 cGy for patients who underwent the two surgeries described above. The heart benefits from DIBH were significantly greater in patients with FB-MHD ≥ 4 Gy than in those with FB-MHD < 4 Gy.
    CONCLUSIONS: The combined automatic delineation RP model allows for the rapid and accurate prediction of heart dose under FB in patients with left breast cancer. FB-MHD ≥ 4 Gy can be used as a dose threshold to select patients suitable for DIBH.
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  • 文章类型: Journal Article
    背景:多形性透明血管扩张肿瘤(PHAT)是一种罕见的低度恶性间充质肿瘤。它通常发生在四肢和躯干,在头部和颈部区域的发生率有限。迄今为止,文献中仅报道了5例发生在头颈部的PHAT。PHAT的病因尚不清楚。我们描述了一例遵循CARE指南的鼻腔PHAT病例。
    方法:一名来自鼻腔的PHAT的32岁男性在两次手术后复发。第三次手术后进行辅助放疗。患者已定期随访36个月,未观察到肿瘤复发或转移。
    结论:PHAT是一种罕见的软组织肿瘤,以其局部侵袭性而闻名。因为复发的风险很高,应实施广泛切除,如果由于靠近危险结构而无法完成切除,则可能通过放射治疗完成。
    BACKGROUND: Pleomorphic hyalinizing angiectatic tumor (PHAT) is a rare low-grade malignant mesenchymal neoplasm. It commonly occurs in the limbs and trunk, with limited occurrences in the head and neck region. Only five cases of PHAT occurring in the head and neck have been reported in the literature to date. The etiology of PHAT remains unclear. We described a case of nasal cavity PHAT following CARE guidelines.
    METHODS: A 32-year-old male with PHAT originating in the nasal cavity recurred after two surgeries. Adjuvant radiotherapy was performed after the third surgery. The patient has been regularly followed up for 36months, and no tumor recurrence or metastasis has been observed.
    CONCLUSIONS: PHAT is a rare soft tissue tumor known for its local aggressiveness. Because of a high risk of recurrence, extensive resection should be implemented, possibly completed by radiotherapy if resection cannot be complete because of proximity to at-risk structures.
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  • 文章类型: Journal Article
    背景:Cuproprotosis是一种细胞死亡,其特征在于三羧酸循环中过度的铜-脂质反应,导致蛋白质毒性应激和细胞死亡。虽然通过CRISPR-Cas9筛选被称为角化抑制剂,细胞周期蛋白依赖性激酶抑制因子2A(CDKN2A)在细胞凋亡抵抗中的作用及其与肿瘤发展的关系尚不清楚.
    方法:在本研究中,我们结合了单细胞测序,空间转录组学,病理图像分析,TCGA多组学分析和体外实验验证,全面调查CDKN2A分布,表达式,表观遗传修饰,大肠癌细胞的调控和基因组特征。我们进一步探讨了CDKN2A与细胞通路之间的关联,免疫浸润和空间信号交流。
    结果:我们的研究结果表明,在肿瘤进展的轨迹中,角化现象有增加的趋势,伴随着CDKN2A的上升趋势。CDKN2A通过MEF2D和SNHG7/miR-133b轴进行转录激活,上调糖酵解,铜代谢和铜离子流出。CDKN2A可能通过激活Wnt信号传导驱动上皮-间质转化(EMT)和进展。CDKN2A与高度基因组不稳定性和对放疗和化疗的敏感性相关。表达CDKN2A的肿瘤区域表现出独特的SPP1+肿瘤相关巨噬细胞(TAM)浸润和MMP7富集,以及与相邻区域的独特信号串扰。
    结论:CDKN2A通过调节糖酵解和铜稳态介导细胞凋亡抵抗,伴有恶性表型和促肿瘤生态位。放疗和化疗有望作为高CDKN2A表达的抗角化的结直肠癌的治疗方法。
    BACKGROUND: Cuproptosis is a type of cell death characterized by excessive copper-lipid reactions in the tricarboxylic acid cycle, resulting in protein toxicity stress and cell death. Although known as a cuproptosis inhibitor through CRISPR-Cas9 screening, the role of cyclin-dependent kinase inhibitor 2A (CDKN2A) in cuproptosis resistance and its connection to tumor development remains unclear.
    METHODS: In this study, we combined single-cell sequencing, spatial transcriptomics, pathological image analysis, TCGA multi-omics analysis and in vitro experimental validation to comprehensively investigate CDKN2A distribution, expression, epigenetic modification, regulation and genomic features in colorectal cancer cells. We further explored the associations between CDKN2A and cellular pathway, immune infiltration and spatial signal communication.
    RESULTS: Our findings showed an increasing trend in cuproptosis in the trajectory of tumor progression, accompanied by an upward trend of CDKN2A. CDKN2A underwent transcriptional activation by MEF2D and via the SNHG7/miR-133b axis, upregulating glycolysis, copper metabolism and copper ion efflux. CDKN2A likely drives epithelial-mesenchymal transition (EMT) and progression by activating Wnt signaling. CDKN2A is associated with high genomic instability and sensitivity to radiation and chemotherapy. Tumor regions expressing CDKN2A exhibit distinctive SPP1+ tumor-associated macrophage (TAM) infiltration and MMP7 enrichment, along with unique signaling crosstalk with adjacent areas.
    CONCLUSIONS: CDKN2A mediates cuproptosis resistance through regulating glycolysis and copper homeostasis, accompanied by a malignant phenotype and pro-tumor niche. Radiation and chemotherapy are expected to potentially serve as therapeutic approaches for cuproptosis-resistant colorectal cancer with high CDKN2A expression.
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  • 文章类型: Journal Article
    对于缓解和实现持久局部控制的潜在治愈尝试,重新照射的迹象都在增加。这在一定程度上是由过去十年的技术进步推动的,包括图像引导的近距离放射治疗,体积调制电弧疗法和立体定向放射治疗。这些使得能够以最小的正常组织再照射将高剂量聚焦照射递送到有限的目标体积。欧洲放射治疗和肿瘤学会(ESTRO)和欧洲癌症研究和治疗组织(EORTC)已经就再照射实践达成了全面共识。旨在标准化定义,reporting,和临床决策过程。该文件介绍了一个普遍适用的再辐照定义,根据辐照体积的几何重叠和对累积剂量毒性的担忧,分为两种主要类型。对于没有这种重叠的情况,它还确定了“重复器官照射”和“重复照射”,强调需要考虑与累积剂量相关的毒性风险。此外,该文件为再辐照研究提供了详细的报告指南,指定基本的患者和肿瘤特征,治疗计划和交付细节,和后续协议。这些指南旨在提高临床研究的质量和可重复性,从而为未来的再辐照实践提供更有力的证据基础。共识强调了跨学科合作和共同决策的必要性,突出显示性能状态,患者生存估计,和对初始放射治疗的反应是确定重新放射治疗资格的关键因素。它提倡以病人为中心的方法,关于治疗意图和潜在风险的透明沟通。放射生物学的考虑,包括线性二次模型的应用,建议用于评估累积剂量和指导再照射策略。通过提供这些全面的建议,ESTRO-EORTC共识旨在提高安全性,功效,以及再次照射患者的生活质量,同时为未来肿瘤学领域的研究和治疗方案的改进铺平了道路。
    Indications for re-irradiation are increasing both for palliation and potentially curative attempts to achieve durable local control. This has been in part driven by the technological advances in the last decade including image-guided brachytherapy, volumetric-modulated arc therapy and stereotactic body radiotherapy. These enable high dose focal irradiation to be delivered to a limited target volume with minimal normal tissue re-irradiation. The European Society for Radiotherapy and Oncology (ESTRO) and the European Organisation for Research and Treatment of Cancer (EORTC) have collaboratively developed a comprehensive consensus on re-irradiation practices, aiming to standardise definitions, reporting, and clinical decision-making processes. The document introduces a universally applicable definition for reirradiation, categorised into two primary types based on the presence of geometric overlap of irradiated volumes and concerns for cumulative dose toxicity. It also identifies \"repeat organ irradiation\" and \"repeat irradiation\" for cases without such overlap, emphasising the need to consider toxicity risks associated with cumulative doses. Additionally, the document presents detailed reporting guidelines for re-irradiation studies, specifying essential patient and tumour characteristics, treatment planning and delivery details, and followup protocols. These guidelines are designed to improve the quality and reproducibility of clinical research, thus fostering a more robust evidence base for future re-irradiation practices. The consensus underscores the necessity of interdisciplinary collaboration and shared decision-making, highlighting performance status, patient survival estimates, and response to initial radiotherapy as critical factors in determining eligibility for re-irradiation. It advocates for a patient-centric approach, with transparent communication about treatment intent and potential risks. Radiobiological considerations, including the application of the linear-quadratic model, are recommended for assessing cumulative doses and guiding re-irradiation strategies. By providing these comprehensive recommendations, the ESTRO-EORTC consensus aims to enhance the safety, efficacy, and quality of life for patients undergoing re-irradiation, while paving the way for future research and refinement of treatment protocols in the field of oncology.
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  • 文章类型: Case Reports
    肝脏未分化胚胎肉瘤(UESL)是一种罕见且高度侵袭性的恶性肿瘤,主要影响儿童和青少年。管理UESL是特别复杂的,由于其积极的性质和治疗选择的有限阵列可用。这项研究致力于阐明多模式治疗策略在成功管理UESL中的功效。
    四名儿科患者(两名男性,2019年11月至2023年6月,在南京医科大学儿童医院接受了两名女性;年龄6-11岁)诊断为UESL的治疗。手术切除并淋巴结清扫可完全根除原发性肿瘤。根据每位患者的需要进行辅助化疗,然后进行局部放疗。经过9-42个月的随访,1例没有立即接受放疗的患者出现复发.在第二次手术加上放射治疗后,病人完全缓解,并反映了目前正在缓解的其他三名患者的状况。整个队列对治疗方案表现出良好的耐受性,具有可控的化疗相关毒性。
    这个案例系列表明,实施标准化的切除方案,然后是辅助化疗和放疗,在诊断为UESL的儿科患者中可以带来良好的结果。然而,为了证实这种方法的有效性,必须进行全面的大规模研究。
    UNASSIGNED: Undifferentiated embryonal sarcoma of the liver (UESL) is a rare and highly aggressive malignancy predominantly affecting children and adolescents. Managing UESL is particularly intricate due to its aggressive nature and the limited array of treatment options available. This study is dedicated to elucidating the efficacy of a multimodal therapeutic strategy in the successful management of UESL.
    UNASSIGNED: Four pediatric patients (two males, two females; aged 6-11 years) diagnosed with UESL were treated at the Children\'s Hospital of Nanjing Medical University between November 2019 and June 2023. Surgical resection with lymph node dissection achieved complete primary tumor eradication. Adjuvant chemotherapy tailored to each patient\'s needs was followed by localized radiation therapy. After 9-42 months of follow-up, one patient who did not undergo immediate radiotherapy experienced a relapse. Following a second operation coupled with radiotherapy, the patient achieved complete remission, and mirroring the status of the other three patients who are now presently in remission. The overall cohort exhibited commendable tolerance to the treatment regimen, with manageable chemotherapy-related toxicities.
    UNASSIGNED: This case series suggests that implementing a standardized protocol of resection, followed by adjuvant chemotherapy and radiation, can lead to favorable outcomes in pediatric patients diagnosed with UESL. Nevertheless, the need for comprehensive large-scale studies is imperative to substantiate the effectiveness of this approach.
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  • 文章类型: Journal Article
    目的:目前对局限性前列腺癌(PCa)的治疗选择包括根治性前列腺切除术(RP),放射治疗(RT),主动监测(AS)。尽管肿瘤结果相当,在患者报告的结局指标(PROM)和患者报告的经验指标(PREM)方面,仍缺乏证据证明它们的相对有效性.我们对比较PROM和PREM的研究进行了系统回顾,在所有推荐的本地化PCa管理选项之后(RP,RT,AS).
    方法:在MEDLINE中进行了文献检索,EMBASE,和CochraneCENTRAL数据库符合欧洲泌尿外科协会指南办公室的建议以及系统审查和荟萃分析声明的首选报告项目。包括所有报告PROM和/或PREM以比较RP与RT与AS的前瞻性临床试验。使用叙述性综合来总结综述结果。由于现有研究的异质性和局限性,没有进行定量合成。
    我们的研究结果表明,RP主要影响尿失禁和性功能,与其他治疗相比,排尿症状效果更好。RT与肠功能和排尿症状的更大损害相关。这些治疗方法均未对精神或身体生活质量产生重大影响。只有少数研究报告了PREM,所有模式的决策后悔率都很高(高达23%)。
    结论:所有推荐的局部PCa治疗对PROM和PREM都有影响,但对于不同的领域和不同的严重性。我们在PROM收集中发现了显著的异质性,因此,在现实世界的实践和临床试验的标准化是必要的。只有少数研究报告了PREM,强调一个未满足的需求,应该在未来的研究中探讨。
    结果:我们回顾了手术切除前列腺后患者报告的结果和经验的差异,放射治疗,或者主动监测前列腺癌.我们发现对泌尿的影响不同,肠,和治疗中的性功能,但精神或身体生活质量没有区别。我们的结果可以帮助医生和前列腺癌患者共同决策。
    OBJECTIVE: Current management options for localized prostate cancer (PCa) include radical prostatectomy (RP), radiotherapy (RT), and active surveillance (AS). Despite comparable oncological outcomes, there is still lack of evidence on their comparative effectiveness in terms of patient-reported outcome measures (PROMs) and patient-reported experience measures (PREMs). We conducted a systematic review of studies comparing PROMs and PREMs after all recommended management options for localized PCa (RP, RT, AS).
    METHODS: A literature search was performed in the MEDLINE, EMBASE, and Cochrane CENTRAL databases in accordance with recommendations from the European Association of Urology Guidelines Office and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. All prospective clinical trials reporting PROMs and/or PREMs for comparisons of RP versus RT versus AS were included. A narrative synthesis was used to summarize the review findings. No quantitative synthesis was performed because of the heterogeneity and limitations of the studies available.
    UNASSIGNED: Our findings reveal that RP mostly affects urinary continence and sexual function, with better results for voiding symptoms in comparison to other treatments. RT was associated with greater impairment of bowel function and voiding symptoms. None of the treatments had a significant impact on mental or physical quality of life. Only a few studies reported PREMs, with a high rate of decision regret for all modalities (up to 23%).
    CONCLUSIONS: All recommended treatments for localized PCa have an impact on PROMs and PREMs, but for different domains and with differing severity. We found significant heterogeneity in PROM collection, so standardization in real-world practice and clinical trials is warranted. Only a few studies have reported PREMs, highlighting an unmet need that should be explored in future studies.
    RESULTS: We reviewed differences in patient reports of their outcomes and experiences after surgical prostate removal, radiotherapy, or active surveillance for prostate cancer. We found differences in the effects on urinary, bowel, and sexual functions among the treatments, but no difference for mental or physical quality of life. Our results can help doctors and prostate cancer patients in shared decision-making.
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  • 文章类型: Journal Article
    目的:本研究调查鼻咽癌(NPC)放疗后颈动脉狭窄(CAS)及相关危险因素。
    方法:观察组包括86例复查的鼻咽癌患者,根据放疗后持续时间分为第1组和第2组,34例新诊断的NPC患者(第0组)。进行颈动脉超声检查和卡方分析。
    结果:中度至重度血管异常仅发生在第2组。以轻度血管异常为标准,2组和0组的总体血管异常率分别为65.9%和41.2%,分别。在第2组和第0组中,单侧颈动脉(UCA)的异常率,颈总动脉(CCA),颈内动脉(ICA),颈外动脉(ECA)分别为47.4%和30.9%,44.3%和22.1%,44.3%和16.2%,和39.8%和5.9%,分别。比较第1组至第0组,只有UCA异常有统计学意义(45.4%vs.30.9%)。以中度至重度血管异常为标准,第2组总体血管较高,UCA,CCA,ICA,与第0组相比,ECA异常率。重访的年龄超过45岁,T级,N阶段可能会影响CAS。
    结论:3年后辐射增加CAS发生率。所以,建议在放疗3年后进行定期检查以动态监测CAS。
    OBJECTIVE: This study investigated carotid artery stenosis (CAS) and associated risk factors in patients with nasopharyngeal carcinoma (NPC) post-radiotherapy.
    METHODS: The observation group comprised 86 reexamined patients with NPC, divided into Group 1 and Group 2 based on post-radiotherapy duration, alongside 34 newly diagnosed patients with NPC (Group 0). Carotid artery ultrasonography and chi-square analysis were performed.
    RESULTS: Moderate-to-severe vascular abnormalities were exclusively in Group 2. Considering mild vascular abnormalities as the standard, the overall vascular abnormality rates in Group 2 and Group 0 were 65.9% and 41.2%, respectively. In Group 2 and Group 0, the abnormality rates for unilateral carotid artery (UCA), common carotid artery (CCA), internal carotid artery (ICA), and external carotid artery (ECA) were 47.4% and 30.9%, 44.3% and 22.1%, 44.3% and 16.2%, and 39.8% and 5.9%, respectively. Comparing group 1 to group 0, only UCA abnormalities were statistically significant (45.4% vs. 30.9%). Considering moderate-to-severe vascular abnormalities as the standard, Group 2 had higher overall vascular, UCA, CCA, ICA, and ECA abnormality rates compared to Group 0. The age at revisit over 45 years, T stage, and N stage may influence CAS.
    CONCLUSIONS: Radiation increasing CAS incidence after 3 years. So, regular examinations are recommended to dynamically monitor CAS after 3 years of radiotherapy.
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  • 文章类型: Journal Article
    探讨局限期小细胞肺癌(LS-SCLC)的最佳给药方案,为临床选择提供参考。严格的纳入标准,研究是从Pubmed筛选的,Embase,和WebofScience。随后,收集了两年总生存率和剂量方案的数据,并构建了散点图,以提供全面的视角。评估了各种剂量方案的生存益处,并利用线性二次方程来拟合生物有效剂量(BED10)与两年总生存率之间的关系。在五项随机对照试验中,BED10>60Gy(粗略值)的ConvTRT方案的两年总生存率仅等于或低于所有ConvTRT方案或所有纳入研究方案的中位数,表明增加ConvTRT的数量和总剂量并不一定导致更好的预后。在HypoTRT方案的探索中,BED10与2年总生存率呈线性正相关(p<0.0001),虽然对HyperTRT方案的探索相对有限,大多数人集中在45Gy/30F方案上。然而,目前的45Gy/30F方案不足以控制LS-SCLC,导致局部复发率高。高剂量ConvTRT方案具有长的治疗持续时间并且可能诱导肿瘤再生长,这可能导致功效降低。在合理的毒性反应下,建议使用更高放疗剂量的HyperTRT或HypoTRT治疗LS-SCLC。
    To explore the most suitable dosage regimen for limited-stage small cell lung cancer (LS-SCLC) and provide references for clinical selection, strict inclusion criteria were applied, and studies were screened from Pubmed, Embase, and Web of Science. Subsequently, data on two-year overall survival rates and dosage regimens were collected, and scatter plots were constructed to provide a comprehensive perspective. The survival benefits of various dosage regimens were evaluated, and a linear quadratic equation was utilized to fit the relationship between the biologically effective dose (BED10) and the two-year overall survival rate. Among the five randomized controlled trials, the two-year overall survival rate of ConvTRT regimens with BED10 > 60 Gy (rough value) was only at or below the median of all ConvTRT regimens or all included study regimens, indicating that increasing the number and total dose of ConvTRT does not necessarily lead to better prognosis. In the exploration of HypoTRT regimens, there was a linear positive correlation between BED10 and the two-year overall survival rate (p < 0.0001), while the exploration of HyperTRT regimens was relatively limited, with the majority focused on the 45 Gy/30 F regimen. However, the current 45 Gy/30 F regimen is not sufficient to control LS-SCLC, resulting in a high local recurrence rate. High-dose ConvTRT regimens have long treatment durations and may induce tumor regrowth which may cause reduced efficacy. Under reasonable toxicity reactions, HyperTRT or HypoTRT with higher radiotherapy doses is recommended for treating LS-SCLC.
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  • 文章类型: Journal Article
    目前,放射治疗(RT)是癌症的主要治疗方式。为了确保患者的治疗效果,通常需要准确的剂量分布,这是一个耗时耗力的过程。此外,由于参与者和不同机构之间知识和经验的差异,预测剂量通常不一致。在过去的几十年里,人工智能(AI)已应用于RT的各个方面,几个产品已经在临床实践中实施并证实了优越性。在本文中,我们将回顾AI在剂量预测中的研究,关注深度学习(DL)的进展。
    Radiation therapy (RT) nowadays is a main treatment modality of cancer. To ensure the therapeutic efficacy of patients, accurate dose distribution is often required, which is a time-consuming and labor-intensive process. In addition, due to the differences in knowledge and experience among participants and diverse institutions, the predicted dose are often inconsistent. In last several decades, artificial intelligence (AI) has been applied in various aspects of RT, several products have been implemented in clinical practice and confirmed superiority. In this paper, we will review the research of AI in dose prediction, focusing on the progress in deep learning (DL).
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