• Korean Journal of Radiology
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• 제23권4호
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• pp.466-478
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• 2022

Objective: ¹⁸F-fluorodeoxyglucose (FDG) PET/CT is often used for detecting malignancy in patients with newly diagnosed hemophagocytic lymphohistiocytosis (HLH), with acceptable sensitivity but relatively low specificity. The aim of this study was to improve the diagnostic ability of ¹⁸F-FDG PET/CT in identifying malignancy in patients with HLH by combining ¹⁸F-FDG PET/CT and clinical parameters. Materials and Methods: Ninety-seven patients (age ≥ 14 years) with secondary HLH were retrospectively reviewed and divided into the derivation (n = 71) and validation (n = 26) cohorts according to admission time. In the derivation cohort, 22 patients had malignancy-associated HLH (M-HLH) and 49 patients had non-malignancy-associated HLH (NM-HLH). Data on pretreatment ¹⁸F-FDG PET/CT and laboratory results were collected. The variables were analyzed using the Mann-Whitney U test or Pearson's chi-square test, and a nomogram for predicting M-HLH was constructed using multivariable binary logistic regression. The predictors were also ranked using decision-tree analysis. The nomogram and decision tree were validated in the validation cohort (10 patients with M-HLH and 16 patients with NM-HLH). Results: The ratio of the maximal standardized uptake value (SUVmax) of the lymph nodes to that of the mediastinum, the ratio of the SUVmax of bone lesions or bone marrow to that of the mediastinum, and age were selected for constructing the model. The nomogram showed good performance in predicting M-HLH in the validation cohort, with an area under the receiver operating characteristic curve of 0.875 (95% confidence interval, 0.686-0.971). At an appropriate cutoff value, the sensitivity and specificity for identifying M-HLH were 90% (9/10) and 68.8% (11/16), respectively. The decision tree integrating the same variables showed 70% (7/10) sensitivity and 93.8% (15/16) specificity for identifying M-HLH. In comparison, visual analysis of ¹⁸F-FDG PET/CT images demonstrated 100% (10/10) sensitivity and 12.5% (2/16) specificity. Conclusion: ¹⁸F-FDG PET/CT may be a practical technique for identifying M-HLH. The model constructed using ¹⁸F-FDG PET/CT features and age was able to detect malignancy with better accuracy than visual analysis of ¹⁸F-FDG PET/CT images.

• Asian Pacific Journal of Cancer Prevention
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• 제14권6호
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• pp.3647-3652
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• 2013

Purpose: To evaluate the diagnostic value of $^{18}F$-FDG PET/CT for detection of bone metastasis in comparison with the efficacies of $^{18}F$-FDG PET/CT, CT, $^{18}F$-FDG PET and conventional planar bone scintigraphy in a series of cancer patients. Methods: Five hundred and thirty patients who underwent both $^{18}F$-FDG PET/CT and bone scintigraphy within 1 month were retrospectively analyzed. The skeletal system was classified into 10 anatomic segments and interpreted blindly and separately. For each modality, the sensitivity, specificity, accuracy, PPV and NPV were calculated and the results were statistically analyzed. Results: Bone metastases were confirmed in 117 patients with 459 positive segments. On patient-based analysis, the sensitivity, specificity, accuracy, PPV and NPV of $^{18}F$-FDG PET/CT were significantly higher than bone scintigraphy, CT and $^{18}F$-FDG PET (P<0.05). On segment-based analysis, the sensitivity of CT, bone scintigraphy, $^{18}F$-FDG PET and $^{18}F$-FDG PET/CT were 70.4%, 89.5%, 89.1% and 97.8%, respectively (P<0.05, compared with $^{18}F$-FDG PET/CT). The overall specificity and accuracy of the four modalities were 89.1%, 91.8%, 90.3%, 98.2% and 90.3%, 90.9%, 89.8%, 98.0%, respectively (P<0.05, compared with $^{18}F$-FDG PET/CT). The PPV and NPV were 89.8%, 87.6%, 85.6%, 97.2% and 85.6%, 93.2%, 92.8%, 98.6%, respectively. Three hundred and twelve lesions or segments were presented as lytic or sclerotic changes on CT images at the corresponding sites of increased $^{18}F$-FDG uptake. In lytic or mixed lesions, the sensitivity of $^{18}F$-FDG PET/CT and $^{18}F$-FDG PET were better than bone scintigraphy, while in osteoblastic lesions bone scintigraphy had a similar performance with $^{18}F$-FDG PET/CT but better than $^{18}F$-FDG PET alone. Conclusion: Our data allow the conclusion that $^{18}F$-FDG PET/CT is superior to planar bone scintigraphy, CT or $^{18}F$-FDG PET in detecting bone metastasis. $^{18}F$-FDG PET/CT may enhance our diagnosis of tumor bone metastasis and provide more information for cancer treatment.

• 방사선산업학회지
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• 제17권3호
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• pp.233-238
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• 2023

This study was conducted to confirm the safety of the operator's radiation exposure in the micro PET-CT image acquisition experiment using the ¹⁸F-FDG. The usage of ¹⁸F-FDG and the exposure dose of handlers were measured at University B in Metropolitan City A, which uses ¹⁸F-FDG for micro PET-CT image acquisition. As a result of the measurement, the exposure dose is far below the effective dose limit of radiation workers, 50 mSv per year, and the equivalent dose limit of 500 mSv per year for hands, feet, and skin. has been measured Since these exposure doses can be further increased according to the number of times of use of ¹⁸F-FDG, it is judged that the exposure dose compared to the handling amount of ¹⁸F-FDG shown in this study can be used as reference data. In addition, as changed environments such as the use of materials other than unopened RI are occurring in education and research environments, such as the use of ¹⁸F-FDG at University B, radiation exposure with more interest in safety management by checking the factors of radiation exposure of the handler concerned We will always do our best to reduce it.

• Korean Journal of Radiology
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• 제21권7호
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• pp.829-837
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• 2020

Objective: The aim of this study was to investigate the prognostic value of the maximum standardized uptake value (SUV_max) measured while restaging with F-18 fluorodeoxyglucose (¹⁸F-FDG) positron emission tomography/computed tomography (PET/CT) to predict the 3-year post-recurrence survival (PRS) in patients with recurrent gastric cancer after curative surgical resection. Materials and Methods: In total, 47 patients with recurrent gastric cancer after curative resection who underwent restaging with ¹⁸F-FDG PET/CT were included. For the semiquantitative analysis, SUV_max was measured over the visually discernable ¹⁸F-FDG-avid recurrent lesions. Cox proportional-hazards regression models were used to predict the 3-year PRS. Differences in 3-year PRS were assessed with the Kaplan-Meier analysis. Results: Thirty-nine of the 47 patients (83%) expired within 3 years after recurrence in the median follow-up period of 30.3 months. In the multivariate analysis, SUV_max (p = 0.012), weight loss (p = 0.025), and neutrophil count (p = 0.006) were significant prognostic factors for 3-year PRS. The Kaplan-Meier curves demonstrated significantly poor 3-year PRS in patients with SUV_max > 5.1 than in those with SUV_max ≤ 5.1 (3-year PRS rate, 3.5% vs. 38.9%, p < 0.001). Conclusion: High SUV_max on restaging with ¹⁸F-FDG PET/CT is a poor prognostic factor for 3-year PRS. It may strengthen the role of ¹⁸F-FDG PET/CT in further stratifying the prognosis of recurrent gastric cancer.

• 대한영상의학회지
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• 제82권4호
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• pp.903-913
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• 2021

목적 악성 종양의 완전 관해 후 발생한 흉강 내 림프절병증 환자에서 사르코이드증 유사 반응을 시사할 수 있는 영상의학적 특징을 알아보고자 한다. 대상과 방법 이 연구는 악성 종양의 완전 관해 상태에서 발생한 조직병리학적으로 확인된 사르코이드증 유사 반응을 보인 5명의 환자의 임상적 특징과 CT 및 ¹⁸F-fluorodeoxyglucose(이하 FDG) PET/CT 소견을 분석하였다. 결과 기저 악성 종양으로는 유방암, 비인두암, 자궁내막암 및 림프종이 포함되며. 악성 종양의 완전 관해와 사르코이드증 유사 반응 진단 사이의 시간 간격은 6~78개월이었다. CT 소견으로는 양측 폐문 및 종격동 림프절병증(n = 5), 기관지혈관주위, 엽간열주위 또는 흉막하 폐결절(1~15 mm) 및 소엽내 간질비후가 포함되었다(n = 4). ¹⁸F-FDG PET/CT는 흉강 외 FDG 흡수 없이 양측 폐문 및 종격동 림프절의 대사항진을 나타냈다(n = 3). 모든 환자에서 코르티코스테로이드 치료 후 사르코이드증 유사 반응이 호전되었다. 결론 악성 종양의 완전 관해를 달성한 환자에서, 원발성 종양의 재발과 흉강 외 원격 전이 없는 상태에서 새로 발견된 양측 폐문 및 종격동 림프절병증은 림프관주위 폐결절의 유무에 관계없이 사르코이드증 유사 반응의 가능성을 시사할 수 있으며 불필요한 전신 화학요법을 예방하기 위해 림프절의 조직병리학적 확인이 필요하다.

• The Korean journal of internal medicine
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• 제39권2호
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• pp.327-337
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• 2024

Background/Aims: The prognostic significance of ¹⁸F-fluorodeoxyglucose (FDG)-positron emission tomography-computed tomography (PET/CT) in peripheral T-cell lymphomas (PTCLs) are controversial. We explored the prognostic impact of sequential ¹⁸F-FDG PET/CT during frontline chemotherapy of patients with PTCLs. Methods: In total, 143 patients with newly diagnosed PTCLs were included. Sequential ¹⁸F-FDG PET/CTs were performed at the time of diagnosis, during chemotherapy, and at the end of chemotherapy. The baseline total metabolic tumor volume (TMTV) was calculated using the the standard uptake value with a threshold method of 2.5. Results: A baseline TMTV of 457.0 cm³ was used to categorize patients into high and low TMTV groups. Patients with a high TMTV had shorter progression-free survival (PFS) and overall survival (OS) than those with a low TMTV (PFS, 9.8 vs. 26.5 mo, p = 0.043; OS, 18.9 vs. 71.2 mo, p = 0.004). The interim ¹⁸F-FDG PET/CT response score was recorded as 1, 2-3, and 4-5 according to the Deauville criteria. The PFS and OS showed significant differences according to the interim ¹⁸F-FDG PET/CT response score (PFS, 120.7 vs. 34.1 vs. 5.1 mo, p < 0.001; OS, not reached vs. 61.1 mo vs. 12.1 mo, p < 0.001). Conclusions: The interim PET/CT response based on visual assessment predicts disease progression and survival outcome in PTCLs. A high baseline TMTV is associated with a poor response to anthracycline-based chemotherapy in PTCLs. However, TMTV was not an independent predictor for PFS in the multivariate analysis.

• 핵의학기술
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• 제18권2호
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• pp.68-72
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• 2014

핵의학 검사는 반감기로 인한 동위원소의 잔류로 당일에 두 가지 검사를 시행하는데 어려움이 있다. 본 연구는 $^{18}F$-FDG와 $^{99m}TcO_4{^-}$의 상호 영향을 연구함으로써 당일 검사를 진행할 경우 고려될 사항에 대해 알아보고자 한다. NEMA-1994 Phantom을 이용하여 세 번의 실험을 진행했다. 첫 실험은 $^{99m}TcO_4{^-}$을 HOT과 BKG 비 4:1로 만들어 GE사의 INFINIA 장비로 SPECT를 시행하였고, BKG 영역에 $^{18}F$-FDG 37 MBq을 주입 후 동일 조건으로 60분에 1회씩 13회 Scan 했다. 두 번째는 $^{18}F$-FDG를 HOT과 BKG 비 4:1 로 만들어 GE사의 PET/CT Discovery 600 에서 Scan 하였고, BKG 영역에 $^{99m}TcO_4{^-}$을 148 MBq 주입 후 동일 조건으로 60분에 1회씩 6회 Scan 했다. 마지막 실험은 $^{18}F$-FDG를 HOT과 BKG 비 4 : 1로 만들고 1 Bed Scan 후 $^{99m}TcO_4{^-}$을 148 MBq 및 296 MBq씩 증가 시키며 같은 조건으로 1 Bed Scan했다. HOT과 BKG 영역의 비, CNR 혹은 SNR 그리고 총 획득 계수를 측정 후 비교 했다. $^{18}F$-FDG는 SPECT 시행 시 비율 및 CNR에 유의한 차이를 보였다(p>0.05). $^{99m}TcO_4{^-}$는 PET/CT 시행 시 비율 및 SNR이 유의한 차이를 보이지 않았다(p<0.05). $^{99m}TcO_4{^-}$이 PET/CT 검사의 Total Counts를 감소시킨다는 결과를 획득했다. PET/CT 검사를 한 경우 12시간 까지도 $^{99m}TcO_4{^-}$을 이용한 검사에 영향을 미칠 수 있으며, $^{99m}TcO_4{^-}$를 먼저 시행한 경우에는 PET/CT 검사에 SUV 및 SNR에 영향은 없지만 검출 효율을 감소시켰다. 당일 검사 시에는 $^{99m}TcO_4{^-}$을 이용한 검사를 먼저 진행하고 PET/CT의 검사 시간을 늘려 검출 효율을 보완하는 방법을 권장하고자 한다.

• 대한임베디드공학회논문지
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• 제18권6호
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• pp.267-275
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• 2023

This paper presents the development of specialized software for annotating volume-of-interest on ¹⁸F-FDG PET/CT images with the goal of facilitating the studies and diagnosis of head and neck cancer (HNC). To achieve an efficient annotation process, we employed the SE-Norm-Residual Layer-based U-Net model. This model exhibited outstanding proficiency to segment cancerous regions within ¹⁸F-FDG PET/CT scans of HNC cases. Manual annotation function was also integrated, allowing researchers and clinicians to validate and refine annotations based on dataset characteristics. Workspace has a display with fusion of both PET and CT images, providing enhance user convenience through simultaneous visualization. The performance of deeplearning model was validated using a Hecktor 2021 dataset, and subsequently developed semi-automatic annotation functionalities. We began by performing image preprocessing including resampling, normalization, and co-registration, followed by an evaluation of the deep learning model performance. This model was integrated into the software, serving as an initial automatic segmentation step. Users can manually refine pre-segmented regions to correct false positives and false negatives. Annotation images are subsequently saved along with their corresponding ¹⁸F-FDG PET/CT fusion images, enabling their application across various domains. In this study, we developed a semi-automatic annotation software designed for efficiently generating annotated lesion images, with applications in HNC research and diagnosis. The findings indicated that this software surpasses conventional tools, particularly in the context of HNC-specific annotation with ¹⁸F-FDG PET/CT data. Consequently, developed software offers a robust solution for producing annotated datasets, driving advances in the studies and diagnosis of HNC.

• Korean Journal of Radiology
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• 제20권8호
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• pp.1293-1299
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• 2019

Objective: The purpose of this study was to evaluate the diagnostic performance of ¹⁸F-fluorodeoxyglucose positron emission tomography/computed tomography (¹⁸F-FDG PET/CT) for chronic empyema-associated malignancy (CEAM). Materials and Methods: We retrospectively reviewed the ¹⁸F-FDG PET/CT images of 33 patients with chronic empyema, and analyzed the following findings: 1) shape of the empyema cavity, 2) presence of fistula, 3) maximum standardized uptake value (SUV) of the empyema cavity, 4) uptake pattern of the empyema cavity, 5) presence of a protruding soft tissue mass within the empyema cavity, and 6) involvement of adjacent structures. Final diagnosis was determined based on histopathology or clinical follow-up for at least 6 months. The abovementioned findings were compared between the ¹⁸F-FDG PET/CT images of CEAM and chronic empyema. A receiver operating characteristic (ROC) analysis was also performed. Results: Six lesions were histopathologically proven as malignant; there were three cases of diffuse large B-cell lymphoma, two of squamous cell carcinoma, and one of poorly differentiated carcinoma. Maximum SUV within the empyema cavity (p < 0.001) presence of a protruding soft tissue mass (p = 0.002), and involvement of the adjacent structures (p < 0.001) were significantly different between the CEAM and chronic empyema images. The maximum SUV exhibited the highest diagnostic performance, with the highest specificity (96.3%, 26/27), positive predictive value (85.7%, 6/7), and accuracy (97.0%, 32/33) among all criteria. On ROC analysis, the area under the curve of maximum SUV was 0.994. Conclusion: ¹⁸F-FDG PET/CT can be useful for diagnosing CEAM in patients with chronic empyema. The maximum SUV within the empyema cavity is the most accurate ¹⁸F-FDG PET/CT diagnostic criterion for CEAM.

• 대한영상의학회지
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• 제81권6호
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• pp.1424-1435
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• 2020

목적 간세포암종과 혼합성 간세포암종-담관암종의 다위상 전산단층촬영술 소견과 ¹⁸F-fluorodeoxyglucose 양전자방출단층촬영(이하 FDG PET/CT)에서 섭취율 차이를 연구하여 이들의 감별 진단에 유용성이 있는지를 알아보고자 하였다. 대상과 방법 2007년 1월에서 2016년 4월까지 조직학적으로 간세포성 암종으로 진단된 84명과 혼합성 간세포암종-담관암종으로 진단된 9명의 환자를 대상으로 하였다. 조영증강 양상은 유형 I (동맥기 조영증강과 지연기 조영유실), 유형 II (지연기 조영유실이 없는 동맥기 조영증강), 유형 III (저혈관성 병변, 침투성 양상 혹은 변연부 조영증강)로 구분하였고, PET/CT 소견은 FDG 섭취 여부에 따라서 양성과 음성으로 분류하였다. 결과 혼합성 간세포암종-담관암종(89%)은 간세포암종(61%)보다 PET/CT 섭취 양성률이 높았으나 통계적으로 유의한 차이는 보이지 않았다(p = 0.095). 유형 I 조영증강양상을 보이는 58개의 간세포암종 중 37예(64%)가 PET/CT에서 양성이었다. 유형 II 조영증강양상을 보이는 19예 중 간세포암종 3예(21%)에서 PET/CT에서 양성을 보였고 혼합 간세포암종-담관암종 4예(80%)에서 PET/CT 양성을 보였다. 유형 II 조영증강양상을 보이는 경우 혼합 간세포암-담관암종이 간세포암종보다 PET/CT 양성률이 유의하게 높았다(p = 0.020). 유형 III 조영증강 양상을 보이는 16예 중 간세포암 11예(91.6%), 혼합 간세포암-담관암종 4예(100%)에서 PET/CT 양성을 보였다. 유형 III 조영증강양상을 보이는 경우 간세포암과 혼합 간세포암-담관암종의 PET/CT 양성률의 유의한 차이는 보이지 않았다. 결론 유형 II 조영증강 양상을 보이는 경우 간세포암종과 혼합성 간세포암종-담관암종의 감별진단에 전산단층촬영술과 병행하는 ¹⁸F-FDG PET/CT가 도움이 될 것으로 보인다.