• Korean Journal of Radiology
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• 제25권2호
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• pp.179-188
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• 2024

Objective: ¹⁷⁷Lutetium [Lu] Ludotadipep is a novel prostate-specific membrane antigen targeting therapeutic agent with an albumin motif added to increase uptake in the tumors. We assessed the biodistribution and dosimetry of [¹⁷⁷Lu]Ludotadipep in patients with metastatic castration-resistant prostate cancer (mCRPC). Materials and Methods: Data from 25 patients (median age, 73 years; range, 60-90) with mCRPC from a phase I study with activity escalation design of single administration of [¹⁷⁷Lu]Ludotadipep (1.85, 2.78, 3.70, 4.63, and 5.55 GBq) were assessed. Activity in the salivary glands, lungs, liver, kidneys, and spleen was estimated from whole-body scan and abdominal SPECT/CT images acquired at 2, 24, 48, 72, and 168 h after administration of [¹⁷⁷Lu]Ludotadipep. Red marrow activity was calculated from blood samples obtained at 3, 10, 30, 60, and 180 min, and at 24, 48, and 72 h after administration. Organand tumor-based absorbed dose calculations were performed using IDAC-Dose 2.1. Results: Absorbed dose coefficient (mean ± standard deviation) of normal organs was 1.17 ± 0.81 Gy/GBq for salivary glands, 0.05 ± 0.02 Gy/GBq for lungs, 0.14 ± 0.06 Gy/GBq for liver, 0.77 ± 0.28 Gy/GBq for kidneys, 0.12 ± 0.06 Gy/GBq for spleen, and 0.07 ± 0.02 Gy/GBq for red marrow. The absorbed dose coefficient of the tumors was 10.43 ± 7.77 Gy/GBq. Conclusion: [¹⁷⁷Lu]Ludotadipep is expected to be safe at the dose of 3.7 GBq times 6 cycles planned for a phase II clinical trial with kidneys and bone marrow being the critical organs, and shows a high tumor absorbed dose.

• 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.

• Korean Journal of Radiology
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• 제24권4호
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• pp.362-370
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• 2023

Objective: To report the clinical and radiological characteristics of patients with underlying B-cell lymphoma and coronavirus disease 2019 (COVID-19) showing migratory airspace opacities on serial chest computed tomography (CT) with persistent COVID-19 symptoms. Materials and Methods: From January 2020 to June 2022, of the 56 patients with underlying hematologic malignancy who had undergone chest CT more than once at our hospital after acquiring COVID-19, seven adult patients (5 female; age range, 37-71 years; median age, 45 years) who showed migratory airspace opacities on chest CT were selected for the analysis of clinical and CT features. Results: All patients had been diagnosed with B-cell lymphoma (three diffuse large B-cell lymphoma and four follicular lymphoma) and had received B-cell depleting chemotherapy, including rituximab, within three months prior to COVID-19 diagnosis. The patients underwent a median of 3 CT scans during the follow-up period (median 124 days). All patients showed multifocal patchy peripheral ground glass opacities (GGOs) with basal predominance in the baseline CTs. In all patients, follow-up CTs demonstrated clearing of previous airspace opacities with the development of new peripheral and peribronchial GGO and consolidation in different locations. Throughout the follow-up period, all patients demonstrated prolonged COVID-19 symptoms accompanied by positive polymerase chain reaction results from nasopharyngeal swabs, with cycle threshold values of less than 25. Conclusion: COVID-19 patients with B-cell lymphoma who had received B-cell depleting therapy and are experiencing prolonged SARS-CoV-2 infection and persistent symptoms may demonstrate migratory airspace opacities on serial CT, which could be interpreted as ongoing COVID-19 pneumonia.

• Korean Journal of Radiology
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• 제23권5호
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• pp.539-547
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• 2022

Objective: To investigate the association between functional tumor burden of peritoneal carcinomatosis (PC) derived from diffusion-weighted imaging (DWI) and overall survival in patients with advanced ovarian carcinoma (OC). Materials and Methods: This prospective study was approved by the local research ethics committee, and informed consent was obtained. Fifty patients (mean age ± standard deviation, 57 ± 12 years) with stage III-IV OC scheduled for primary or interval debulking surgery (IDS) were recruited between June 2016 and December 2021. DWI (b values: 0, 400, and 800 s/mm²) was acquired with a 16-channel phased-array torso coil. The functional PC burden on DWI was derived based on K-means clustering to discard fat, air, and normal tissue. A score similar to the surgical peritoneal cancer index was assigned to each abdominopelvic region, with additional scores assigned to the involvement of critical sites, denoted as the functional peritoneal cancer index (fPCI). The apparent diffusion coefficient (ADC) of the largest lesion was calculated. Patients were dichotomized by immediate surgical outcome into high- and low-risk groups (with and without residual disease, respectively) with subsequent survival analysis using the Kaplan-Meier curve and log-rank test. Multivariable Cox proportional hazards regression was used to evaluate the association between DWI-derived results and overall survival. Results: Fifteen (30.0%) patients underwent primary debulking surgery, and 35 (70.0%) patients received neoadjuvant chemotherapy followed by IDS. Complete tumor debulking was achieved in 32 patients. Patients with residual disease after debulking surgery had reduced overall survival (p = 0.043). The fPCI/ADC was negatively associated with overall survival when accounted for clinicopathological information with a hazard ratio of 1.254 for high fPCI/ADC (95% confidence interval, 1.007-1.560; p = 0.043). Conclusion: A high DWI-derived functional tumor burden was associated with decreased overall survival in patients with advanced OC.

• 치위생과학회지
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• 제24권1호
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• pp.62-70
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• 2024

Background: This study aimed to evaluate ChatGPT's performance accuracy in responding to questions from the national dental hygienist examination. Moreover, through an analysis of ChatGPT's incorrect responses, this research intended to pinpoint the predominant types of errors. Methods: To evaluate ChatGPT-3.5's performance according to the type of national examination questions, the researchers classified 200 questions of the 49th National Dental Hygienist Examination into recall, interpretation, and solving type questions. The researchers strategically modified the questions to counteract potential misunderstandings from implied meanings or technical terminology in Korea. To assess ChatGPT-3.5's problem-solving capabilities in applying previously acquired knowledge, the questions were first converted to subjective type. If ChatGPT-3.5 generated an incorrect response, an original multiple-choice framework was provided again. Two hundred questions were input into ChatGPT-3.5 and the generated responses were analyzed. After using ChatGPT, the accuracy of each response was evaluated by researchers according to the types of questions, and the types of incorrect responses were categorized (logical, information, and statistical errors). Finally, hallucination was evaluated when ChatGPT provided misleading information by answering something that was not true as if it were true. Results: ChatGPT's responses to the national examination were 45.5% accurate. Accuracy by question type was 60.3% for recall and 13.0% for problem-solving type questions. The accuracy rate for the subjective solving questions was 13.0%, while the accuracy for the objective questions increased to 43.5%. The most common types of incorrect responses were logical errors 65.1% of all. Of the total 102 incorrectly answered questions, 100 were categorized as hallucinations. Conclusion: ChatGPT-3.5 was found to be limited in its ability to provide evidence-based correct responses to the Korean national dental hygiene examination. Therefore, dental hygienists in the education or clinical fields should be careful to use artificial intelligence-generated materials with a critical view.

• 대한영상의학회지
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• 제84권6호
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• pp.1290-1308
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• 2023

목적 직장암 병기결정에서 직장 CT의 진단능을 고해상도 직장 MRI 및 병리결과와 비교분석 하였다. 대상과 방법 초음파 젤을 이용하여 직장을 팽창시킨 후 얻은 직장 CT와 고해상도 직장 MRI를 촬영한 66명의 직장암 환자가 포함되었다. 두 명의 위장관 영상의학과 의사가 직장 CT와 MRI에서 항문피부선/항문직장경계까지의 거리, 직장간막근막까지의 거리, 벽외침범 깊이, 직장간막외 림프절 침범, 벽외정맥침범, 및 T/N 병기를 평가하였다. 동시화학방사선요법을 시행 받지 않고 근치적 수술을 시행한 20명의 환자의 CT 소견을 병리결과와 비교하였다. 급내상관분석 및 카파 분석을 이용하여 통계 분석하였다. 결과 항문피부선/항문직장경계까지의 거리 측정에서 두 명의 영상의학과 의사 모두 CT와 MRI 간에 높은 상관관계를 보였다. 벽외침범 깊이, 직장간막근막까지의 거리, 림프절의 유무, 직장간막외 림프절 침범, 벽외정맥침범, T 병기 결정에서 CT와 MRI 간의 높은 일치도를 보였다. 수술을 시행받은 20명의 환자에서 T 병기, 측방절제연 침범, 벽외정맥침범, 림프절 전이 결정에서 CT는 병리결과와 만족할만한 일치율을 보였다. 결론 직장암 전용 CT는 직장암 환자의 병기 결정에 중요한 정보를 제공하며, 진단능은 고해상도 직장 MRI와 유사하다.

• 대한영상의학회지
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• 제84권3호
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• pp.606-614
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• 2023

목적 자궁체부암 출혈에 대한 경카테터 동맥 색전술의 효과와 안전성을 평가하였다. 대상과 방법 20년 동안 자궁체부암 출혈로 경카테터 동맥 색전술(transcatheter arterial embolization; 이하 TAE)을 시행 받은 여섯 명의 환자들의 자료를 후향적으로 수집하였다. 혈관조영술 및 단면 영상 소견, TAE의 세부사항과 임상 경과를 탐구하였으며, TAE의 기술적, 임상적 성공률(technical and clinical success rate)을 각각 계산하였다. 결과 환자군은 자궁내막양 선암종, 육종, 그리고 임신융모종양으로 이루어졌으며, 대부분이 말기 암 환자들이었다. 출혈은 네 명의 환자에서 질출혈로 나타났다. 여섯 명의 환자들에서 일곱 번의 TAE가 시행되었고, 모든 TAE 시술에서 기술적 성공이 달성되었다. 자궁절제술을 받은 두 명의 환자들에서는 골반강 내 재발한 종양의 출혈이 혈변으로 나타났고, 이 환자들에서도 TAE는 기술적 성공을 보였다. 임상적 성공률은 50%로 절반의 환자에서 일주일 이상 출혈 조절이 되었다. 재출혈은 한 명의 환자에서 사망과 직접적으로 연관되었다. 한 명의 환자에서 시술 다음 날 경미한 부작용이 있었다. 결론 TAE는 자궁체부암 출혈에 대한 효과적이고 안전한 방법이며 특히 진행암, 말기암 환자들의 질병 경과 중의 위험한 시기에서 고려될 수 있다.

• Korean Journal of Radiology
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• 제22권5호
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• pp.751-758
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• 2021

Objective: Preoperative differentiation between inverted papilloma (IP) and its malignant transformation to squamous cell carcinoma (IP-SCC) is critical for patient management. We aimed to determine the diagnostic accuracy of conventional imaging features and histogram parameters obtained from whole tumor apparent diffusion coefficient (ADC) values to predict IP-SCC in patients with IP, using decision tree analysis. Materials and Methods: In this retrospective study, we analyzed data generated from the records of 180 consecutive patients with histopathologically diagnosed IP or IP-SCC who underwent head and neck magnetic resonance imaging, including diffusion-weighted imaging and 62 patients were included in the study. To obtain whole tumor ADC values, the region of interest was placed to cover the entire volume of the tumor. Classification and regression tree analyses were performed to determine the most significant predictors of IP-SCC among multiple covariates. The final tree was selected by cross-validation pruning based on minimal error. Results: Of 62 patients with IP, 21 (34%) had IP-SCC. The decision tree analysis revealed that the loss of convoluted cerebriform pattern and the 20th percentile cutoff of ADC were the most significant predictors of IP-SCC. With these decision trees, the sensitivity, specificity, accuracy, and C-statistics were 86% (18 out of 21; 95% confidence interval [CI], 65-95%), 100% (41 out of 41; 95% CI, 91-100%), 95% (59 out of 61; 95% CI, 87-98%), and 0.966 (95% CI, 0.912-1.000), respectively. Conclusion: Decision tree analysis using conventional imaging features and histogram analysis of whole volume ADC could predict IP-SCC in patients with IP with high diagnostic accuracy.

• Korean Journal of Radiology
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• 제22권11호
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• pp.1918-1928
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• 2021

Objective: With the recent development of various MRI-conditional cardiac implantable electronic devices (CIEDs), the accurate identification and characterization of CIEDs have become critical when performing MRI in patients with CIEDs. We aimed to develop and evaluate a deep learning-based algorithm (DLA) that performs the detection and characterization of parameters, including MRI safety, of CIEDs on chest radiograph (CR) in a single step and compare its performance with other related algorithms that were recently developed. Materials and Methods: We developed a DLA (X-ray CIED identification [XCID]) using 9912 CRs of 958 patients with 968 CIEDs comprising 26 model groups from 4 manufacturers obtained between 2014 and 2019 from one hospital. The performance of XCID was tested with an external dataset consisting of 2122 CRs obtained from a different hospital and compared with the performance of two other related algorithms recently reported, including PacemakerID (PID) and Pacemaker identification with neural networks (PPMnn). Results: The overall accuracies of XCID for the manufacturer classification, model group identification, and MRI safety characterization using the internal test dataset were 99.7% (992/995), 97.2% (967/995), and 98.9% (984/995), respectively. These were 95.8% (2033/2122), 85.4% (1813/2122), and 92.2% (1956/2122), respectively, with the external test dataset. In the comparative study, the accuracy for the manufacturer classification was 95.0% (152/160) for XCID and 91.3% for PPMnn (146/160), which was significantly higher than that for PID (80.0%,128/160; p < 0.001 for both). XCID demonstrated a higher accuracy (88.1%; 141/160) than PPMnn (80.0%; 128/160) in identifying model groups (p < 0.001). Conclusion: The remarkable and consistent performance of XCID suggests its applicability for detection, manufacturer and model identification, as well as MRI safety characterization of CIED on CRs. Further studies are warranted to guarantee the safe use of XCID in clinical practice.

• 청정기술
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• 제30권2호
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• pp.71-93
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• 2024

최근, 무탄소 에너지원(특히, 선박 및 혼소 발전), 고효율 청정 수소 저장 및 매개체로써 암모니아가 다시 각광받고 있다. 암모니아는 화학공학에서 매우 중요한 공정 중 하나인 Haber-Bosch 공정을 통해 합성할 수 있지만, 이 공정은 에너지 소비량이 높고 탄소 배출량 역시 높아, 기존 공정을 통해 암모니아를 합성할 시 탄소 저감 효과가 미미하다. 이러한 기존 공정의 치명적인 단점을 해결하기 위해 최근, 높은 에너지 효율로 탄소 배출이 적게 암모니아를 합성할 수 있는 열화학적 합성 방법이 많이 개발되고 있다. 소재측면에서는 기존 공정보다 완화된 공정 조건에서도 충분히 높은 암모니아 합성 성능을 보일 수 있는 고성능 촉매 소재를 개발하는 연구가 진행되고 있으며, 공정측면에서는 매체 순환식(chemical-looping) 합성 방법, 플라즈마 합성방법, 기계화학적 합성 방식 등 다양하게 적용되고 있다. 이번 총설에서는 최근 청정수소 저장을 효과적으로 저장하기 위해 어떤 암모니아 합성 기술들이 개발되고 있는지 자세히 소개하고자 한다.