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Time-of-flight PET/CT suppresses CT based attenuation correction and scatter coincidence correction errors due to misalignment of the gastrointestinal tract. 飞行时间 PET/CT 可抑制由于胃肠道错位造成的基于 CT 的衰减校正和散射重合校正误差。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2024.74406.1520
Yuya Watanabe, Shota Hosokawa, Yasuyuki Takahashi

Objectives: This study aimed to examine the influence of changes in CT values on PET images, specifically focusing on errors in CT-based attenuation correction and scatter coincidence correction (CTAC/SC) caused by gastrointestinal gas. Furthermore, it aimed to demonstrate the effectiveness of time-of-flight (TOF) PET in reducing CTAC/SC errors.

Methods: PET images were reconstructed using multiple CT images with varying CT values. The study then compared the fluctuations in pixel values of the PET images corresponding to the different CT values utilized for CTAC/SC between non-TOF and TOF acquisitions.

Results: PET pixel values fluctuated with changes in CT values. In the phantom study, TOF showed a significantly smaller change in PET pixel value of 1.00±0.27 kBq/mL compared to 3.72±1.33 kBq/mL in the non-TOF at sites with a CT change of +1000 HU. In the patient study, a linear regression analysis was performed to determine the effect of changes in CT values due to gastrointestinal gas migration on standard uptake value (SUV).The results showed that the TOF group had a lower ratio of change in SUV to change in CT values compared to the non-TOF group. These findings revealed that PET pixel values exhibited fluctuations in response to changes in CT values, and TOF-PET effectively mitigated CTAC/SC errors arising from gastrointestinal gas.

Conclusions: TOF-PET has the potential to reduce the occurrence of suspicious accumulation.

研究目的本研究旨在检查 CT 值变化对 PET 图像的影响,特别关注胃肠道气体导致的基于 CT 的衰减校正和散射巧合校正(CTAC/SC)误差。此外,该研究还旨在证明飞行时间 PET 在减少 CTAC/SC 误差方面的有效性:方法:使用不同 CT 值的多个 CT 图像重建 PET 图像。然后,研究比较了非 TOF 和 TOF 采集的 PET 图像像素值的波动情况,这些像素值与 CTAC/SC 所使用的不同 CT 值相对应:PET 像素值随着 CT 值的变化而波动。在模型研究中,在 CT 变化为 +1000 HU 的部位,TOF 显示 PET 像素值的变化明显较小,为 1.00±0.27 kBq/mL,而非 TOF 则为 3.72±1.33 kBq/mL。结果显示,与非TOF组相比,TOF组的SUV变化与CT值变化的比率较低。这些研究结果表明,PET像素值会随着CT值的变化而波动,TOF-PET能有效减轻胃肠道气体引起的CTAC/SC误差:TOF-PET有可能减少可疑积聚的发生。
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引用次数: 0
A rare presentation of thyroid malignant peripheral nerve sheath tumor in neurofibromatosis type 1 delineated by FDG PET/CT: A case report and literature review. 通过 FDG PET/CT 确定的神经纤维瘤病 1 型甲状腺恶性周围神经鞘瘤的罕见表现:病例报告和文献综述。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2024.76555.1539
Serin Moghrabi, Nabeela Al-Hajaj, Fatimah Abu Aljaaz, Omar Jaber, Akram Al-Ibraheem

Malignant peripheral nerve sheath tumors (MPNST) are rare, aggressive soft tissue sarcomas that arise from peripheral nerves and often present a diagnostic and therapeutic challenge. They can occur sporadically or in association with neurofibromatosis type 1 (NF1), a genetic disorder caused by mutations in the NF1 gene. This report presents the unique case of a 33-year-old male with progressive dry cough, hoarseness, and neck swelling who underwent a total thyroidectomy, revealing a high-grade malignant peripheral nerve sheath tumor invading the thyroid. FDG PET/CT led to the additional diagnosis of NF1. This case stands out due to the rarity of finding an MPNST within the thyroid and the simultaneous identification of NF1. It underscores the importance of screening MPNST patients for NF1 and vice versa, spotlighting the expanding role of FDG PET/CT in comprehensive evaluations. To our knowledge, this report presents the first case of NF1-associated MPNST with thyroid involvement worldwide.

恶性周围神经鞘瘤(MPNST)是一种罕见的侵袭性软组织肉瘤,源于周围神经,往往给诊断和治疗带来挑战。恶性神经鞘瘤(MPNST)可能偶发,也可能与 1 型神经纤维瘤病(NF1)伴发,NF1 是一种由 NF1 基因突变引起的遗传性疾病。本报告介绍了一例独特的病例,患者是一名 33 岁男性,患有进行性干咳、声音嘶哑和颈部肿胀,接受了甲状腺全切除术,发现甲状腺内有一个高级别恶性周围神经鞘瘤。经 FDG PET/CT 检查,最终确诊为 NF1。由于在甲状腺内发现 MPNST 并同时发现 NF1 的罕见性,该病例显得尤为突出。它强调了对MPNST患者进行NF1筛查的重要性,反之亦然,突出了FDG PET/CT在综合评估中不断扩大的作用。据我们所知,本报告是全球首例NF1相关的甲状腺受累的MPNST病例。
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引用次数: 0
Rapid predictive dosimetry for Second Strike prescription based on whole body radioiodine kinetics in differentiated thyroid cancer. 基于分化型甲状腺癌全身放射性碘动力学的二次打击处方快速预测剂量测量法。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.72667.1507
Yung Hsiang Kao

Objectives: In systemic radionuclide therapy such as radioiodine (I-131) for differentiated thyroid cancer, post-therapy dosimetry is essential to verify pre-therapy predictions, which in turn informs the next treatment. However, post-therapy multi-time point dosimetry is resource intensive and unfeasible in many institutions. We devised a schema of rapid predictive dosimetry by circumventing post-First Strike multi-time point dosimetry with carefully assigned gestalt values of predicted kinetics to personalise the Second Strike prescription.

Methods: Verification is performed after the First Strike. Patient-specific time-activity curve is plotted from serial measurements of whole body exposure rates to obtain its decay constant; its inverse is the whole body Time Integrated Activity Coefficient (TIAC). The percentage of whole body TIAC attributed to blood is carefully assigned by gestalt based on population kinetics tabulated in Part 1, adjusted by any metastasis on I-131 whole body scintigraphy. Marrow absorbed dose is calculated by EANM formularism. Lung safety threshold at 48h post-therapy is linearly scaled by height, where the patient's risk of lung radiotoxicity is revealed from the whole body time-activity curve value at 48h. Predictive prescription for the second I-131 fraction (Second Strike) is by careful gestalt assessment based on predicted kinetics, remaining marrow and lung tolerance, marrow dose rate constraint per fraction (0.265 Gy/h), local regulatory and facility requirements in relation to radiation protection. Tumour dosimetry is obviated under the assumption of severe tumour absorbed dose heterogeneity. The final prescription for the Second Strike is usually the lowest I-131 activity amongst all clinical, dosimetric and regulatory constraints.

Results: This schema is incorporated into a Predictive Calculator spreadsheet for rapid predictive dosimetry, and is freely available. Calculations may be completed within minutes to generate personalised predictive prescriptions, making it feasible for routine clinical implementation.

Conclusion: Our innovative schema of rapid verification and predictive dosimetry bridges the technological gap between empiric vs theranostic prescription to help institutions modernise. Its expeditious design makes this schema feasible to be integrated into the routine clinical workflow. Its predictive estimates provide invaluable dosimetric insight to inform the next I-131 fraction, allowing every prescription to be scientifically rationalised and personalised according to individual circumstances.

目的:在治疗分化型甲状腺癌的放射性碘(I-131)等全身放射性核素治疗中,治疗后剂量测定对于验证治疗前的预测至关重要,而治疗前的预测反过来又为下一步治疗提供依据。然而,治疗后多时间点剂量测定需要大量资源,在许多机构都不可行。我们设计了一种快速预测剂量测定方案,利用精心分配的预测动力学酝酿值来规避第一次打击后的多时间点剂量测定,从而实现第二次打击处方的个性化:方法:在第一次打击后进行验证。根据连续测量的全身暴露率绘制患者特定的时间活动曲线,以获得其衰减常数;其倒数为全身时间综合活动系数(TIAC)。全身时间综合活性系数(TIAC)中血液所占的百分比是根据第 1 部分中的群体动力学表,并根据 I-131 全身闪烁扫描中的任何转移情况进行调整后,通过酝酿法仔细确定的。骨髓吸收剂量按 EANM 公式计算。治疗后 48 小时的肺部安全阈值按身高线性缩放,48 小时的全身时间-活动曲线值揭示了患者的肺部放射性毒性风险。根据预测的动力学、剩余的骨髓和肺耐受性、每分量的骨髓剂量率限制(0.265 Gy/h)、当地辐射防护相关法规和设施要求,对第二个 I-131 分量("二次打击")进行仔细的酝酿评估。假设肿瘤吸收剂量存在严重的异质性,则无需进行肿瘤剂量测定。第二次打击的最终处方通常是所有临床、剂量测定和监管限制条件中最低的 I-131 活性:结果:这一模式已被纳入预测计算器电子表格,用于快速预测剂量测定,并免费提供。计算可在几分钟内完成,生成个性化的预测处方,使其在常规临床应用中变得可行:我们的快速验证和预测剂量测量创新方案缩小了经验处方与治疗处方之间的技术差距,帮助医疗机构实现现代化。它的快速设计使该方案能够融入常规临床工作流程。它的预测估计提供了宝贵的剂量学洞察力,为下一次 I-131 分馏提供了依据,使每一个处方都能根据个人情况进行科学合理的个性化调整。
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引用次数: 0
Effectiveness of 18F-FDG PET/CT in finding lung metastasis from a retroperitoneal paraganglioma. 18F-FDG PET/CT 在发现腹膜后副神经节瘤肺转移方面的效果。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.74066.1516
Tomonori Chikasue, Seiji Kurata, Shuji Nagata, Shuichi Tanoue, Akiko Sumi, Mizuki Gobaru, Toru Hisaka, Toshihiro Hashiguchi, Takuya Furuta, Jun Akiba, Kiminori Fujimoto, Toshi Abe

A 50-year-old woman was diagnosed with iron deficiency anemia on general medical examination. Further, contrast-enhanced abdominal CT and magnetic resonance imaging revealed a large hypervascular mass with internal degeneration and necrosis in the retroperitoneal space. She was referred to our hospital for further evaluation and treatment. Because the paraganglioma was most likely as the imaging diagnosis, 123I-MIBG scintigraphy was performed. It revealed the marked abnormal accumulation in the retroperitoneal lesion indicating the paraganglioma and no other abnormal accumulation was noted. Several plasma catecholamines and their urinary metabolites were normal. On the subsequent 18F-FDG PET/CT, high FDG uptake was found in the retroperitoneal lesion (SUVmax=38). FDG uptake was also found in a small nodule at the base of the lower lobe of the right lung (SUVmax= 9.8). Contrast-enhanced imaging revealed a hypervascular nodule at the base of the right lung, suggesting pulmonary metastasis of a paraganglioma. The abdominal lesion and right lung nodule were excised, and retroperitoneal paraganglioma and pulmonary metastasis were diagnosed based on the pathology findings. In this case, 18F-FDG PET/CT was useful in the search for paraganglioma metastasis. We report a relationship between 123I-MIBG accumulation and 18F-FDG uptake in paraganglioma and review the relevant literature.

一名 50 岁的妇女经全身体检被诊断为缺铁性贫血。对比增强腹部 CT 和磁共振成像显示,腹膜后间隙有一个巨大的高血管肿块,内部变性坏死。她被转到我院接受进一步评估和治疗。由于副神经节瘤是最有可能的影像学诊断,因此对她进行了 123I-MIBG 闪烁扫描。结果显示,腹膜后病变处有明显的异常积聚,提示为副神经节瘤,未发现其他异常积聚。血浆中的几种儿茶酚胺及其尿液代谢物均正常。在随后的 18F-FDG PET/CT 检查中,发现腹膜后病灶有较高的 FDG 摄取(SUVmax=38)。右肺下叶底部的一个小结节也发现了 FDG 摄取(SUVmax= 9.8)。对比增强成像显示右肺底部有一个高血管结节,提示副神经节瘤肺转移。切除了腹部病灶和右肺结节,根据病理结果诊断为腹膜后副神经节瘤和肺转移。在该病例中,18F-FDG PET/CT 在寻找副神经节瘤转移灶方面发挥了作用。我们报告了 123I-MIBG 在副神经节瘤中的蓄积与 18F-FDG 摄取之间的关系,并回顾了相关文献。
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引用次数: 0
Thai national guideline for nuclear medicine investigation in movement disorders: Nuclear medicine society of Thailand, the neurological society of Thailand, and Thai medical physicist society collaboration. 泰国国家运动障碍核医学调查指南:泰国核医学会、泰国神经学会和泰国医学物理学家协会合作。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.75619.1531
Tawika Kaewchur, Benjapa Khiewvan, Wichana Chamroonrat, Praween Lolekha, Onanong Phokaewvarangkul, Tanyaluck Thientunyakit, Nantaporn Wongsurawat, Peerapon Kiatkittikul, Chanisa Chotipanich, Wen-Sheng Huang, Panya Pasawang, Tanawat Sontrapornpol, Nucharee Poon-Iad, Sasithorn Amnuaywattakorn, Supatporn Tepmongkol

Movement disorders are chronic neurological syndromes with both treatable and non-treatable causes. The top causes of movement disorders are Parkinson's disease and related disorders. Functional imaging investigations with Single Photon Emission Computed Tomography (SPECT) and Positron Emission Tomography (PET) images play vital roles in diagnosis and differential diagnosis to guide disease management. Since there have been new advanced imaging technologies and radiopharmaceuticals development, there is a need for up-to-date consensus guidelines. Thus, the Nuclear Medicine Society of Thailand, the Neurological Society of Thailand, and the Thai Medical Physicist Society collaborated to establish the guideline for Nuclear Medicine investigations in movement disorder for practical use in patient care. We have extensively reviewed the current practice guidelines from other related societies and good quality papers as well as our own experience in Nuclear Medicine practice in movement disorders. We also adjust for the most suitability for application in Thailand and other developing countries.

运动障碍是一种慢性神经综合征,有可治疗和不可治疗的病因。运动障碍的主要病因是帕金森病和相关疾病。单光子发射计算机断层扫描(SPECT)和正电子发射计算机断层扫描(PET)图像的功能成像检查在诊断和鉴别诊断中发挥着重要作用,可指导疾病的治疗。随着新的先进成像技术和放射性药物的发展,需要制定最新的共识指南。因此,泰国核医学学会、泰国神经学学会和泰国医学物理学家学会合作制定了运动障碍核医学检查指南,以便在患者护理中实际使用。我们广泛查阅了其他相关学会的现行实践指南和高质量的论文,以及我们自己在运动障碍核医学实践方面的经验。我们还对最适合在泰国和其他发展中国家应用的指南进行了调整。
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引用次数: 0
Unmasking Coincident Hodgkin Lymphoma and Giant Cell Tumor: Insights from [18F] FDG PET/CT. 揭示霍奇金淋巴瘤和巨细胞瘤的并发症:18F] FDG PET/CT 的启示。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.74639.1519
Akram Al-Ibraheem, Serin Moghrabi, Ahmed Saad Abdlkadir, Mohamad Haidar, Omar Jaber

Tenosynovial giant cell tumors represent a group of typically non-malignant tumors found within the joints and soft tissues. The occurrence of tenosynovial giant cell tumor alongside hematologic malignancies is an infrequent finding. Herein, we report a patient who presented with coinciding Hodgkin Lymphoma (HL) and tenosynovial giant cell tumor before chemotherapy initiation. The case was discovered during initial assessment using [18F]fluorodeoxyglucose ([18F]FDG) positron emission tomography/computed tomography (PET/CT) imaging for HL staging. An unrelated hypermetabolic mass within the left knee joint led to the discovery of this unusual case, which led to a CT-guided biopsy and tenosynovial giant cell tumor discovery. This was clearly demonstrated in interim and end-of-therapy PET/CT studies when all lymphomatous lesions had resolved but the tenosynovial giant cell tumor remained. This case serves as a reminder of the intricate nature of oncological pathology and emphasizes the need for thorough and vigilant diagnostic evaluation for optimal management plan.

腱鞘巨细胞瘤是在关节和软组织内发现的一组典型的非恶性肿瘤。腱鞘巨细胞瘤与血液系统恶性肿瘤同时出现的情况并不多见。在此,我们报告了一名在开始化疗前同时患有霍奇金淋巴瘤(HL)和腱鞘巨细胞瘤的患者。该病例是在使用[18F]氟脱氧葡萄糖([18F]FDG)正电子发射断层扫描/计算机断层扫描(PET/CT)成像进行HL分期的初步评估时发现的。左膝关节内一个与之无关的高代谢肿块导致了这一罕见病例的发现,进而在 CT 引导下进行活检,发现了腱鞘巨细胞瘤。在中期和治疗末期的 PET/CT 研究中,所有淋巴瘤病变均已消退,但腱鞘巨细胞瘤依然存在,这清楚地表明了这一点。该病例提醒我们肿瘤病理学的复杂性,并强调了为制定最佳治疗方案进行彻底和警惕性诊断评估的必要性。
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引用次数: 0
Comparison between 18F-FDG PET/CT and diffusion-weighted imaging in detection of invasive ductal breast carcinoma. 18F-FDG PET/CT 与扩散加权成像在检测浸润性乳腺导管癌方面的比较。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.70534.1493
Aynur Ozen, Tarik Sayin, Ozan Kandemir, Ozgul Ekmekcioglu, Serdar Altınay, Eylem Bastug, Ali Muhammedoglu, Atilla Celik, Ramazan Albayrak

Objectives: Breast carcinoma is the most common type of cancer in females. This study aims to compare fluorine-18-fluorodeoxyglucose (18F-FDG) uptake pattern and apparent diffusion coefficient (ADC) value for the detection of the primary tumour and axillary metastases of invasive ductal breast carcinoma.

Methods: This study included 40 breast carcinoma lesions taken from 39 patients. After staging by positron emission tomography-computed tomography (PET/CT) and diffusion-weighted magnetic resonance imaging (MRI), breast surgery with axillary lymph node dissection or sentinel lymph node biopsy was performed.

Results: Primary lesion detection rate for PET/CT and diffusion-weighted MRI was high with 39 of 40 lesions (97.5%). The sensitivity and specificity for the detection of metastatic lymph nodes in axilla were 40.9%, 88.9%, with 18F-FDG PET/CT scans and 40.9%, 83.3%, for dw-MRI, respectively. No significant correlation was detected between ADC and SUVmax or SUVmax ratios. Estrogen receptor (p=0.007) and progesterone receptor (p=0.036) positive patients had lower ADC values. Tumour SUVmax was lower in T1 than T2 tumour size (p=0.027) and progesterone receptor-positive patients (p=0.029). Tumour/background SUVmax was lower in progesterone receptor-positive patients (p=0.004). Tumour/liver SUVmax was higher in grade III patients (p=0.035) and progesterone receptor negative status (p=0.043).

Conclusions: This study confirmed the high detection rate of breast carcinoma in both modalities. They have same sensitivity for the detection of axillary lymph node metastases, whereas the PET/CT scan had higher specificity. Furthermore, ADC, SUVmax and SUVmax ratios showed some statistical significance among the patient groups according to different pathological parameters.

目的:乳腺癌是女性最常见的癌症类型。本研究旨在比较氟-18-脱氧葡萄糖(18F-FDG)摄取模式和表观弥散系数(ADC)值,以检测浸润性导管乳腺癌的原发肿瘤和腋窝转移灶:这项研究包括 39 名患者的 40 个乳腺癌病灶。通过正电子发射断层扫描-计算机断层扫描(PET/CT)和弥散加权磁共振成像(MRI)进行分期后,进行了乳腺手术和腋窝淋巴结清扫或前哨淋巴结活检:PET/CT 和弥散加权磁共振成像的原发病灶检出率很高,40 个病灶中有 39 个(97.5%)被检出。18F-FDG PET/CT 扫描和 dw-MRI 检测腋窝转移性淋巴结的敏感性和特异性分别为 40.9%和 88.9%,dw-MRI 为 40.9%和 83.3%。ADC与SUVmax或SUVmax比值之间没有发现明显的相关性。雌激素受体(p=0.007)和孕激素受体(p=0.036)阳性患者的 ADC 值较低。T1肿瘤的SUVmax值低于T2肿瘤(p=0.027),孕酮受体阳性患者的SUVmax值低于T2肿瘤(p=0.029)。孕酮受体阳性患者的肿瘤/背景 SUVmax 更低(p=0.004)。肿瘤/肝脏SUVmax在III级患者(p=0.035)和孕酮受体阴性患者(p=0.043)中较高:本研究证实,两种模式对乳腺癌的检出率都很高。结论:该研究证实,两种乳腺癌检测方式的检出率都很高,对腋窝淋巴结转移的检测灵敏度相同,而 PET/CT 扫描的特异性更高。此外,根据不同的病理参数,ADC、SUVmax 和 SUVmax 比值在各组患者中显示出一定的统计学意义。
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引用次数: 0
Rapid predictive dosimetry for radioembolization. 放射栓塞的快速预测剂量测定。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2023.74023.1514
Yung Hsiang Kao

Economics of today's busy clinical practice demand both time and cost-efficient methods of predictive dosimetry for liver radioembolisation. A rapid predictive schema adapted from the Medical Internal Radiation Dose (MIRD) method i.e., Partition Model, has been devised that can be completed within minutes. This rapid schema may guide institutions that do not have access to software capable of comprehensive auto-segmentation of lung, tumour and non-tumorous liver, or where rigorous artery-specific tomographic predictive dosimetry is unfeasible for the routine clinical workflow. This rapid schema is applicable to any beta-emitting radiomicrosphere, although absorbed dose-response thresholds will differ according to device. Sampling errors in lung, tumour and non-tumorous liver will compound and propagate throughout this schema. This rapid schema achieves efficiency in lieu of accuracy. The user must be mindful of potentially large sampling errors and assumes all responsibility. Any suspicion of significant error requires the user to revert back to standard-of-care methods.

当今繁忙的临床实践需要既省时又经济的肝脏放射栓塞剂量预测方法。根据医用内部辐射剂量(MIRD)方法改编的快速预测方案,即分区模型,已被设计出来,可在几分钟内完成。对于无法使用软件对肺部、肿瘤和非肿瘤肝脏进行全面自动分割的机构,或者在常规临床工作流程中无法进行严格的特定动脉断层预测剂量测定的机构,该快速方案可为其提供指导。虽然吸收剂量-反应阈值会因设备而异,但这种快速模式适用于任何β放射微球。肺部、肿瘤和非肿瘤性肝脏的取样误差将在整个方案中复合和传播。这种快速模式实现的是效率而非准确性。用户必须注意潜在的巨大取样误差,并承担所有责任。如果怀疑存在重大误差,用户必须重新使用标准护理方法。
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引用次数: 0
Feasibility of direct brain 18F-fluorodeoxyglucose-positron emission tomography attenuation and high-resolution correction methods using deep learning. 利用深度学习直接脑18F-氟脱氧葡萄糖正电子发射断层成像衰减和高分辨率校正方法的可行性。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2024.74875.1522
Tomohiro Ueda, Kosuke Yamashita, Retsu Kawazoe, Yuta Sayawaki, Yoshiki Morisawa, Ryosuke Kamezaki, Ryuji Ikeda, Shinya Shiraishi, Yoshikazu Uchiyama, Shigeki Ito

Objectives: To develop the following three attenuation correction (AC) methods for brain 18F-fluorodeoxyglucose-positron emission tomography (PET), using deep learning, and to ascertain their precision levels: (i) indirect method; (ii) direct method; and (iii) direct and high-resolution correction (direct+HRC) method.

Methods: We included 53 patients who underwent cranial magnetic resonance imaging (MRI) and computed tomography (CT) and 27 patients who underwent cranial MRI, CT, and PET. After fusion of the magnetic resonance, CT, and PET images, resampling was performed to standardize the field of view and matrix size and prepare the data set. In the indirect method, synthetic CT (SCT) images were generated, whereas in the direct and direct+HRC methods, a U-net structure was used to generate AC images. In the indirect method, attenuation correction was performed using SCT images generated from MRI findings using U-net instead of CT images. In the direct and direct+HRC methods, AC images were generated directly from non-AC images using U-net, followed by image evaluation. The precision levels of AC images generated using the indirect and direct methods were compared based on the normalized mean squared error (NMSE) and structural similarity (SSIM).

Results: Visual inspection revealed no difference between the AC images prepared using CT-based attenuation correction and those prepared using the three methods. The NMSE increased in the order indirect, direct, and direct+HRC methods, with values of 0.281×10-3, 4.62×10-3, and 12.7×10-3, respectively. Moreover, the SSIM of the direct+HRC method was 0.975.

Conclusion: The direct+HRC method enables accurate attenuation without CT exposure and high-resolution correction without dedicated correction programs.

目的:利用深度学习开发以下三种脑18F-氟脱氧葡萄糖正电子发射断层成像(PET)衰减校正(AC)方法,并确定其精确度水平:(i) 间接法;(ii) 直接法;(iii) 直接和高分辨率校正(直接+HRC)法:我们纳入了 53 名接受头颅磁共振成像(MRI)和计算机断层扫描(CT)的患者和 27 名接受头颅磁共振成像、CT 和 PET 的患者。磁共振、CT 和 PET 图像融合后,进行重新采样,以标准化视野和矩阵大小,并准备数据集。在间接法中,生成的是合成 CT(SCT)图像,而在直接法和直接+HRC 法中,使用 U 型网结构生成 AC 图像。在间接法中,衰减校正是通过使用 U-net 的磁共振成像结果生成的 SCT 图像而不是 CT 图像进行的。在直接法和直接+HRC 法中,AC 图像是使用 U-net 从非 AC 图像直接生成的,然后进行图像评估。根据归一化均方误差(NMSE)和结构相似度(SSIM),比较了间接法和直接法生成的交流图像的精确度:肉眼观察发现,使用基于 CT 的衰减校正法生成的 AC 图像与使用上述三种方法生成的图像没有区别。NMSE依次为间接法、直接法和直接+HRC法,分别为0.281×10-3、4.62×10-3和12.7×10-3。此外,直接+HRC 方法的 SSIM 为 0.975:结论:直接+HRC 方法无需 CT 暴露即可实现精确衰减,无需专用校正程序即可实现高分辨率校正。
{"title":"Feasibility of direct brain <sup>18</sup>F-fluorodeoxyglucose-positron emission tomography attenuation and high-resolution correction methods using deep learning.","authors":"Tomohiro Ueda, Kosuke Yamashita, Retsu Kawazoe, Yuta Sayawaki, Yoshiki Morisawa, Ryosuke Kamezaki, Ryuji Ikeda, Shinya Shiraishi, Yoshikazu Uchiyama, Shigeki Ito","doi":"10.22038/AOJNMB.2024.74875.1522","DOIUrl":"https://doi.org/10.22038/AOJNMB.2024.74875.1522","url":null,"abstract":"<p><strong>Objectives: </strong>To develop the following three attenuation correction (AC) methods for brain <sup>18</sup>F-fluorodeoxyglucose-positron emission tomography (PET), using deep learning, and to ascertain their precision levels: (i) indirect method; (ii) direct method; and (iii) direct and high-resolution correction (direct+HRC) method.</p><p><strong>Methods: </strong>We included 53 patients who underwent cranial magnetic resonance imaging (MRI) and computed tomography (CT) and 27 patients who underwent cranial MRI, CT, and PET. After fusion of the magnetic resonance, CT, and PET images, resampling was performed to standardize the field of view and matrix size and prepare the data set. In the indirect method, synthetic CT (SCT) images were generated, whereas in the direct and direct+HRC methods, a U-net structure was used to generate AC images. In the indirect method, attenuation correction was performed using SCT images generated from MRI findings using U-net instead of CT images. In the direct and direct+HRC methods, AC images were generated directly from non-AC images using U-net, followed by image evaluation. The precision levels of AC images generated using the indirect and direct methods were compared based on the normalized mean squared error (NMSE) and structural similarity (SSIM).</p><p><strong>Results: </strong>Visual inspection revealed no difference between the AC images prepared using CT-based attenuation correction and those prepared using the three methods. The NMSE increased in the order indirect, direct, and direct+HRC methods, with values of 0.281×10<sup>-3</sup>, 4.62×10<sup>-3</sup>, and 12.7×10<sup>-3</sup>, respectively. Moreover, the SSIM of the direct+HRC method was 0.975.</p><p><strong>Conclusion: </strong>The direct+HRC method enables accurate attenuation without CT exposure and high-resolution correction without dedicated correction programs.</p>","PeriodicalId":8503,"journal":{"name":"Asia Oceania Journal of Nuclear Medicine and Biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11263769/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141756874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling the Metabolic Maze: FDG PET/CT Findings in Peritoneal Carcinomatosis - A Case Series. 揭开代谢迷宫:腹膜癌的 FDG PET/CT 发现--一个病例系列。
Q3 Medicine Pub Date : 2024-01-01 DOI: 10.22038/AOJNMB.2024.78270.1552
Vijay Singh, Dinesh Srivastava, Neha Kotarya, Manish Ora, Prasanta Kumar Pradhan

Peritoneal carcinomatosis (PC), the spread of cancer cells in the peritoneum, is a significant concern in advanced gastrointestinal and gynecological cancers. This case series includes findings on the appearance and pattern of PC on 18F-fluorodeoxyglucose positron emission tomography/CT (18F-FDG PET/CT). The primary sources of peritoneal dissemination are direct invasion from abdominal or pelvic tumors and metastatic spread from distant tumors. The accurate preoperative diagnosis and quantification of PC play a vital role in determining the appropriate treatment approach, with a particular emphasis on surgical planning. Several imaging modalities have been employed in preoperative evaluation, such as computed tomography (CT), magnetic resonance imaging (MRI), and 18F-FDG PET/CT. Among these modalities, 18F-FDG PET/CT has demonstrated improved anatomical localization and accurate information about the nature of pathological findings. The case series showcases four cases that illustrate the imaging characteristics of PC on FDG PET/CT. FDG PET/CT plays a vital role in diagnosing and assessing PC, aiding in its detection, staging, and treatment planning. It surpasses conventional imaging techniques in identifying and characterizing lesions and detecting the primary tumor site in cases where its location is unknown. Furthermore, FDG PET/CT additionally assists in evaluating treatment response and monitoring disease progression, providing insights into treatment effectiveness and guiding patient management decisions.

腹膜癌肿(PC)是癌细胞在腹膜中的扩散,是晚期胃肠道癌症和妇科癌症的一个重要问题。本病例系列包括 18F- 氟脱氧葡萄糖正电子发射断层扫描/CT(18F-FDG PET/CT)上 PC 的外观和模式。腹膜播散的主要来源是腹部或盆腔肿瘤的直接侵犯和远处肿瘤的转移扩散。准确的术前诊断和 PC 定量对确定适当的治疗方法起着至关重要的作用,尤其是在手术规划方面。术前评估采用了多种成像模式,如计算机断层扫描(CT)、磁共振成像(MRI)和 18F-FDG PET/CT。在这些方法中,18F-FDG PET/CT 显示了更好的解剖定位和病理结果性质的准确信息。本系列病例展示了四个病例,说明了 PC 在 FDG PET/CT 上的成像特点。FDG PET/CT 在诊断和评估 PC 方面发挥着重要作用,有助于 PC 的检测、分期和治疗计划。它在识别和描述病变以及在原发肿瘤位置不明的情况下检测原发肿瘤部位方面超越了传统的成像技术。此外,FDG PET/CT 还有助于评估治疗反应和监测疾病进展,为了解治疗效果和指导患者管理决策提供依据。
{"title":"Unveiling the Metabolic Maze: FDG PET/CT Findings in Peritoneal Carcinomatosis - A Case Series.","authors":"Vijay Singh, Dinesh Srivastava, Neha Kotarya, Manish Ora, Prasanta Kumar Pradhan","doi":"10.22038/AOJNMB.2024.78270.1552","DOIUrl":"https://doi.org/10.22038/AOJNMB.2024.78270.1552","url":null,"abstract":"<p><p>Peritoneal carcinomatosis (PC), the spread of cancer cells in the peritoneum, is a significant concern in advanced gastrointestinal and gynecological cancers. This case series includes findings on the appearance and pattern of PC on <sup>18</sup>F-fluorodeoxyglucose positron emission tomography/CT (<sup>18</sup>F-FDG PET/CT). The primary sources of peritoneal dissemination are direct invasion from abdominal or pelvic tumors and metastatic spread from distant tumors. The accurate preoperative diagnosis and quantification of PC play a vital role in determining the appropriate treatment approach, with a particular emphasis on surgical planning. Several imaging modalities have been employed in preoperative evaluation, such as computed tomography (CT), magnetic resonance imaging (MRI), and <sup>18</sup>F-FDG PET/CT. Among these modalities, <sup>18</sup>F-FDG PET/CT has demonstrated improved anatomical localization and accurate information about the nature of pathological findings. The case series showcases four cases that illustrate the imaging characteristics of PC on FDG PET/CT. FDG PET/CT plays a vital role in diagnosing and assessing PC, aiding in its detection, staging, and treatment planning. It surpasses conventional imaging techniques in identifying and characterizing lesions and detecting the primary tumor site in cases where its location is unknown. Furthermore, FDG PET/CT additionally assists in evaluating treatment response and monitoring disease progression, providing insights into treatment effectiveness and guiding patient management decisions.</p>","PeriodicalId":8503,"journal":{"name":"Asia Oceania Journal of Nuclear Medicine and Biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11263772/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141756880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Asia Oceania Journal of Nuclear Medicine and Biology
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