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Radiomics and artificial Intelligence for PET imaging analysis. 放射组学和人工智能用于PET成像分析。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0005
Andrea d'Amico, Damian Borys, Izabela Gorczewska

In recent years, processing of the imaging signal derived from CT, MR or positron emission has proven to be able to predict outcome parameters in cancer patients. The processing techniques of the signal constitute the discipline of radiomics. The quantitative analysis of medical images outperform the information that can be obtained through traditional visual analysis. The recognition of neoplasm molecular and genetic characteristics in a non-invasive way, based on routine radiological examinations, potentially allow complete tumor profiling and subsequent treatment customization at practically zero costs. This process is further boosted with the availability of increased computing power and development of artificial intelligence approaches.

近年来,对来自CT、MR或正电子发射的成像信号进行处理已被证明能够预测癌症患者的预后参数。信号的处理技术构成了放射组学的学科。医学图像的定量分析优于传统的视觉分析所能获得的信息。在常规放射检查的基础上,以非侵入性的方式识别肿瘤分子和遗传特征,有可能以几乎零成本的方式完成肿瘤分析和随后的治疗定制。随着计算能力的提高和人工智能方法的发展,这一过程进一步得到了推动。
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引用次数: 3
Editorial. 社论
IF 0.6 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0013
Grzegorz Kamiński
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引用次数: 0
Primary nasal-ethmoid choriocarcinoma detected by 18F-FDG PET/CT: a rare tumor with complete remission. 18F-FDG PET/CT检测原发性鼻筛绒毛膜癌:一种完全缓解的罕见肿瘤。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.a2020.0012
Maria Gazzilli, Domenico Albano, Laura Ardighieri, Francesco Bertagna, Raffaele Giubbini

Choriocarcinoma is a highly malignant and rare tumor characterized by secretion of the beta-subunit-of-humanchoriogonadotropin (β-HCG). We report a case of primary nasal choriocarcinoma with good response to chemotherapy. A 36-years-old woman gravida 0 and with history of 4 spontaneous abortion, in December 2018 referred to Otorhinolaryngology Department for repeated episodes of epistaxis. Cervical Magnetic Resonance Imaging (MRI) revealed a tumor mass involving right nasal cavity, right ethmoid, sphenoidal and maxillary sinuses. For a differential diagnosis between metastatic gestational choriocarcinoma and primary choriocarcinoma in January 2019 she underwent 18Fluorine-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (18F-FDG-PET/CT) scan that demonstrated intense uptake only in the nasal-ethmoid tumor mass showed by MRI. This was suggestive of primary nasal-ethmoid choriocarcinoma she received 3 courses of BEP - regimen and after β-HCG was reduced to 500 mIU/mL and 18F-FDG-PET/CT scan showed a decreased uptake in tumor mass but the appearance of a new uptake in cervical lymph node which was analysed and reported as metastatic localization of choriocarcinoma. Therefore she was treated with 2 cycles of TIP-regimen. Subsequents 18F-FDG-PET/CT and MRI showed a complete tumor remission. This case proved the fundamental role of PET/CT to make diagnosis of primitive choriocarcinoma and to exclude the hypothesis of distant metastasis.

绒毛膜癌是一种高度恶性的罕见肿瘤,其特征是分泌人绒毛膜促性腺激素β亚基(β-HCG)。我们报告一例对化疗反应良好的原发性鼻绒毛膜癌。一名36岁孕妇,有4次自然流产史,于2018年12月因反复发作的鼻出血转至耳鼻喉科。颈部核磁共振显示一肿瘤肿块累及右鼻腔、右筛、蝶窦及上颌窦。为了鉴别转移性妊娠绒毛膜癌和原发性绒毛膜癌,她于2019年1月接受了18次氟-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDG-PET/CT)扫描,仅在MRI显示的鼻筛肿瘤肿块中发现了强烈的摄取。她接受了3个疗程的BEP治疗,在β-HCG降至500 mIU/mL后,18F-FDG-PET/CT扫描显示肿瘤肿块的摄取减少,但颈部淋巴结出现新的摄取,分析并报告为绒毛膜癌的转移性定位。因此给予2个周期的tip方案治疗。随后的18F-FDG-PET/CT和MRI显示肿瘤完全缓解。本病例证明了PET/CT对原发绒毛膜癌的诊断和排除远处转移假说的重要作用。
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引用次数: 1
Unusual 18F-FDG PET-CT finding of paraneoplasic polymyositis in a patient with lung epidermoïd carcinoma. 一名肺表皮癌患者罕见的 18F-FDG PET-CT 副肿瘤性多肌炎。
IF 0.6 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0022
Salah Nabih Oueriagli, Yassir Benameur, Omar Ait Sahel, Abdelhamid Biyi, Abderrahim Doudouh
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引用次数: 0
Calendar of Events 2020 Overview. 2020年活动日历概述
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0012
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引用次数: 0
Kidney efficiency index quantitative parameter of a dynamic renal scintigraphy. II. usefulness in the diagnosis of obstructive nephropathy. 动态肾显像肾效率指数定量参数。2对阻塞性肾病的诊断价值。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0018
Pawel Cichocki, Krzysztof Filipczak, Anna Plachcinska, Jacek Kusmierek

Background: One of the main indications for DRS is a diagnosis of obstructive uro-/nephropathy. In standard practice, this study includes the assessment of sequential scintigraphic images, renographic curves and such quantitative parameters as TMAX, T1/2 and split function of each kidney (SF). Due to the relative nature of SF and limitations of diagnostic capabilities of TMAX and T1/2, DRS was expanded to include new quantitative parameters describing kidney function in absolute values. This study aims to evaluate the usefulness of kidney efficiency index (KEi) - new, in-house developed parameter proportional to the average clearance function of the kidney.

Material and methods: The study included 156 people aged 18-84 (average 51) years. The first group, from which normative values of new parameters were determined, consisted of 20 healthy volunteers. The second group consisted of 136 patients selected retrospectively, based on archived scintigraphic data. "Normalcy rate" (percentage of normal results among selected 62 patients with a low likelihood of obstructive uro-/nephropathy) was used to evaluate the reliability of KEi. A comparative differential analysis of obstructive uro-/nephropathy, based on standard and new DRS parameters, was performed on selected 74 patients (92 kidneys) with single functioning kidney or bilateral obstructive uropathy, where SF is unreliable.

Results: Normative values: KEi ≥ 8; Normalcy rate for KEi: 95%. In comparison with standard DRS evaluation, application of KEi changed the diagnosis in 1/3 of assessed kidneys (from uropathy to nephropathy in 27/92 kidneys and vice versa in 4 kidneys).

Conclusions: KEi enables reproducible, quantitative assessment of absolute kidney function without any modifications of the standard DRS protocol. Its values can be compared between independent studies (e.g. follow-up examinations). KEi corrected the diagnosis of obstructive uro-/nephropathy in cases of single functioning kidney or bilateral obstructive uropathy.

背景:DRS的主要适应症之一是诊断梗阻性肾病。在标准实践中,本研究包括对序列扫描图像、肾图曲线以及各肾TMAX、T1/2和劈裂功能(SF)等定量参数的评估。由于SF的相对性质和TMAX和T1/2诊断能力的局限性,DRS扩展到包括新的定量参数,以绝对值描述肾功能。本研究旨在评估肾效率指数(KEi)的有效性,这是一种新的、内部开发的参数,与肾脏的平均清除功能成正比。材料与方法:研究对象为年龄18-84岁(平均51岁)的156人。第一组由20名健康志愿者组成,从中确定新参数的规范性值。第二组是根据存档的星图资料回顾性选择的136例患者。“正常率”(在选定的62例低可能性梗阻性肾病患者中正常结果的百分比)用于评估KEi的可靠性。基于标准和新的DRS参数,对74例(92个肾脏)单肾功能或双侧梗阻性尿病患者(SF不可靠)进行了阻塞性尿病/肾病的比较差异分析。结果:规范值:KEi≥8;KEi的正常发生率:95%。与标准DRS评估相比,KEi的应用改变了1/3被评估肾脏的诊断(27/92个肾脏从泌尿病变转为肾病,4个肾脏反之)。结论:KEi能够在不修改任何标准DRS方案的情况下对绝对肾功能进行可重复、定量的评估。其值可以在独立研究(如随访检查)之间进行比较。KEi纠正了单侧功能肾脏或双侧梗阻性尿病的梗阻性肾病的诊断。
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引用次数: 1
Patterns of vascular graft infection in 18F-FDG PET/CT. 18F-FDG PET/CT血管移植感染的表现。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.a2020.0015
Beata E Chrapko, Marek Chrapko, Anna Nocuń, Tomasz Zubilewicz, Bogusław Stefaniak, Jakub Mitura, Andrzej Wolski, Piotr Terelecki

Background: 18F-FDG PET/CT has become an important tool in diagnosis of prosthetic vascular graft infections (PVGI). The aim of the study was to identify the patterns of vascular graft infection in 18F-FDG PET/CT.

Material and methods: The study was performed in 24 patients with vascular graft infection, in 17 patients implanted in an open surgery mode and in 7 patients by endovascular aortic repair (EVAR). Vascular prostheses were evaluated by two visual scales and semi-quantitative analysis with maximum standardized uptake values (SUV max).

Results: In the 3-point scale: 23 patients were in grade 1 and one patient was in grade 2. In the 5-point scale: 19 patients were in grade 5 with the highest activity in the focal area, 4 patients were in grade 4 and one patient in grade 3. The visual evaluation of 18F-FDG PET/CT study revealed that peri-graft high metabolic activity was associated with occurrence of morphological abnormalities (n = 21) like gas bubbles and peri-graft fluid retention or without abnormal CT findings (n = 3). The presence of the gas bubbles was linked to higher uptake of 18F-FDG (p < 0.01, SUVmax 11.81 ± 4.35 vs 7.36 ± 2.80, 15 vs 9 pts). In EVAR procedure, the highest metabolic activity was greater than in classical prosthesis (SUVmax 21.5 vs 13).

Conclusions: 18F-FDG PET/CT is a very useful tool for assessment of vascular graft infections. CT findings like gas bubbles, or peri-graft fluid retention were associated with significantly higher glucose metabolism; however, in some cases without anatomic alterations, increased metabolic activity was the only sign of infection.

背景:18F-FDG PET/CT已成为诊断假体血管移植感染(PVGI)的重要工具。该研究的目的是在18F-FDG PET/CT上识别血管移植感染的模式。材料与方法:选取24例血管感染患者,17例采用开放手术方式植入,7例采用血管内主动脉修复(EVAR)。血管假体采用两种视觉量表和半定量分析,以最大标准化摄取值(SUV max)进行评估。结果:3分制评分:1级23例,2级1例。在5分制量表中:19例患者为病灶区活动最高的5级,4例为4级,1例为3级。18F-FDG PET/CT视觉评价研究显示,移植物周围高代谢活性与形态学异常(n = 21)的发生有关,如气泡和移植物周围液体潴留或无异常CT表现(n = 3)。气泡的存在与18F-FDG的高摄取有关(p < 0.01, SUVmax 11.81±4.35 vs 7.36±2.80,15 vs 9)。在EVAR手术中,最高代谢活性高于传统假体(SUVmax 21.5 vs 13)。结论:18F-FDG PET/CT是评估血管移植感染的有效工具。CT表现如气泡或移植物周围液体潴留与糖代谢显著升高相关;然而,在一些没有解剖改变的病例中,代谢活动增加是感染的唯一迹象。
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引用次数: 7
Clinical Efficacy of Sodium [99mTc] Pertechnetate from Low Specific Activity 99Mo/99mTc Autosolex Generator in Hospital Radiopharmacy Centre. 低比活度99Mo/99mTc Autosolex发生器高技术酸钠[99mTc]的临床疗效
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.a2020.0001
Arpit Mitra, Sankha Chattopadhyay, Ashok Chandak, Sangita Lad, Luna Barua, Anirban De, Umesh Kumar, Rajesh Chinagandham, Trupti Upadhye, Kamaldeep Koundal, Sharmila Banerjee, Ramakrishna Rajan

Background: Few nuclear reactors in the world producing high specific activity (HSA) 99Mo using enriched 235U (HEU), are aging and are planned for shut down in the near future. Further, HEU will not be freely available, due to safeguards, and the technology for 99Mo from low-enriched 235U (LEU) is not yet widely accepted since 239Pu contamination in the product is an issue. Production of 99mTc from low specific activity (LSA) 99Mo obtained from 98Mo(n,)99Mo reaction in research reactor and 100Mo(,n)99Mo reaction in accelerator or directly from 100Mo(p,2n)99mTc nuclear reaction in cyclotron, has been explored [1]. The methyl ethyl ketone (MEK) based solvent extraction technique is n well known method for the separation of 99mTc from low specific activity 99Mo. The 99Mo/99mTc autosolex generator [2], a computer controlled automated module, utilizes the conventional MEK solvent extraction method for extraction of 99mTc. Herein, we have validated the usage of autosolex for preparation of pharmacopoeia grade 99mTcO4- from 7.40-27.5 GBq of LSA 99Mo-SodiumMolybdate (99MoO42-) solution and validated the quality of the 99mTcO4- by preparing wide range of 99mTc-radiopharmaceuticals (99mTc-RP).

Materials and methods: The 99mTcO4- was extracted from the autosolex as described in [2] starting from 7.40-27.5 GBq of LSA 99MoO42- and subjected to the required physico-chemical and biological quality control (QC) tests. The eluted 99mTcO4- labeled various fourth generation 99mTc radiopharmaceuticals cold kits (99mTc-cold kits) apart from regular 99mTc-cold kits in our centre. Various 99mTc-RP extracted 99mTcO4- using standard procedures [3] were prepared and subjected to required QC as Indian Pharmacopeia monograph [4] and used in scintigraphic imaging in patients. The radiation exposure dose to the operator were compared between autosolex and manual MEK based solvent extraction generator.

Results: The extracted 99mTcO4- from autosolex is a clear and colorless solution with pH between 5.0-6.5. The elemental molybdenum (Mo) and aluminum (Al) content <10µg/mL, MEK levels <0.1%, 99Mo breakthrough <0.030% and radiochemical purity (RCP) >98%. All the extracted 99mTcO4- batches complies sterility test, endotoxin limit (EL) <5EU/mL. The RCP of all the labeled 99mTc-RP >95%. The autosolex delivers much less radiation dose to the operator than the convention manually handled MEK based solvent extraction generator.

Conclusions: Autosolex Generator was successfully used to obtain pharmaceutical grade 99mTcO4- from LSA 99MoO42- and generator is safe in radiological and pharmacological point of view. The suitability of the autosolex for use in hospital radiopharmacy was shown by using the 99mTcO4- to prepare various 99mTc-RP and using these 99mTc-RP for scintigraphic imaging in patients.

背景:世界上很少有使用浓缩235U (HEU)生产高比活度(HSA) 99Mo的核反应堆正在老化,并计划在不久的将来关闭。此外,由于保障措施的存在,高浓铀不能自由获得,而且由于产品中的239Pu污染问题,从低浓235U (LEU)中提取99Mo的技术尚未被广泛接受。已经探索了利用研究堆中的98Mo(n,)99Mo反应和加速器中的100Mo(,n)99Mo反应或直接从回旋加速器中的100Mo(p,2n)99mTc核反应获得的低比活度(LSA) 99Mo生产99mTc[1]。以甲基乙基酮(MEK)为基础的溶剂萃取技术是分离低比活性99Mo和99mTc的常用方法。99Mo/99mTc autosolex发生器[2]是一种计算机控制的自动化模块,采用传统的MEK溶剂萃取法提取99mTc。本文验证了autosolex在7.40-27.5 GBq的LSA 99mo -钼酸钠(99MoO42-)溶液中制备药典级99mTcO4-的使用,并通过制备多种99mtc -放射性药物(99mTc-RP)验证了99mTcO4-的质量。材料和方法:99mTcO4-从autosolex中提取,如[2]所述,从LSA 99MoO42-的7.40-27.5 GBq开始,并进行所需的物理化学和生物质量控制(QC)测试。本中心除常规99mTc冷试剂盒外,洗脱的99mTcO4-标记的各种第四代99mTc放射性药物冷试剂盒(99mTc冷试剂盒)。按照标准程序[3]制备各种99mTc-RP提取的99mTcO4-,并按照印度药典各论[4]的要求进行QC,用于患者的科学成像。比较了自动solex和手动MEK溶剂萃取机对操作者的辐射暴露剂量。结果:从autosolex中提取的99mTcO4-为清澈无色的溶液,pH值在5.0 ~ 6.5之间。元素钼(Mo)和铝(Al)含量98%。提取的99mTcO4-批均符合无菌检验,内毒素限(EL) 95%。与传统的手动处理MEK溶剂萃取发生器相比,autosolex为操作人员提供的辐射剂量要小得多。结论:Autosolex发生器成功地从LSA 99MoO42-中获得了药用级99mTcO4-,从放射学和药理学角度看,该发生器是安全的。通过使用99mTcO4-制备各种99mTc-RP并使用这些99mTc-RP对患者进行科学成像,证明了autosolex在医院放射药学中的适用性。
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引用次数: 2
Multimodality imaging of ectopic focus in Graves' Disease. Graves病异位病灶的多模态成像。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0008
Egesta Lopci, Angelo Castello, Emanuela Mazziotti

Herein, we report imaging findings related to an ectopic focus of thyroid tissue in a young female with Graves' disease. The occurrence of ectopic thyroid tissue affects approximately 7% of adult population and represents commonly an occasional finding. Only rarely ectopic tissue can present with metastasis or develop a primary thyroid carcinoma. Multimodality imaging may be of help in this case to detect thyroid ectopia, although recent studies question its capability to differentiate benign from malignant tissue.

在此,我们报告一位年轻女性Graves病患者甲状腺组织异位病灶的影像学表现。甲状腺组织异位的发生影响了大约7%的成年人,通常是偶然发现的。只有极少数异位组织可以出现转移或发展为原发性甲状腺癌。在这种情况下,多模态成像可能有助于检测甲状腺异位,尽管最近的研究质疑其区分良性和恶性组织的能力。
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引用次数: 0
Editorial. 社论
IF 0.6 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2020-01-01 DOI: 10.5603/NMR.2020.0024
Grzegorz Kamiński
{"title":"Editorial.","authors":"Grzegorz Kamiński","doi":"10.5603/NMR.2020.0024","DOIUrl":"10.5603/NMR.2020.0024","url":null,"abstract":"","PeriodicalId":44718,"journal":{"name":"NUCLEAR MEDICINE REVIEW","volume":"23 2","pages":""},"PeriodicalIF":0.6,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38542566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
NUCLEAR MEDICINE REVIEW
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