• 제목/요약/키워드: emission computed tomography

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LDH 나노입자 기반의 바이오 이미징 소재 (Layered Double Hydroxide Nanoparticles for Bio-Imaging Applications)

  • 김문희;하성진;이동기;박대환
    • Korean Chemical Engineering Research
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    • 제57권4호
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    • pp.445-454
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    • 2019
  • Layered double hydroxides (LDHs) 나노입자는 특유의 층상형 결정구조에서 기인된 물리화학적 물성 및 생체친화성을 바탕으로 나노-바이오 분야에서 주목을 받고 있다. 바이오 이미징은 질병의 진단과 치료(테라노스틱스, theranostics=therapy+diagnosis)에 다양하게 활용될 수 있는 핵심적인 분야로 차세대 맞춤의학으로의 새로운 패러다임 실현을 위해서 보다 정확하고 빠른 진단기술이 절실히 요구되고 있다. 이를 실현하기 위한 대안으로 나노기술이 접목된 고감도 분자영상 관련 연구들이 활발히 진행되고 있다. 본 총설에서는 LDH 나노입자를 기반으로 하는 바이오 이미징 시스템의 개발동향에 관하여 소개하고 바이오 이미징에 적합한 나노소재의 구조 및 합성 방법에 대하여 설명하였다. 또한 임상 의학에서 현재 많이 사용되고 있는 형광을 이용한 광학영상, 자기공명영상(MRI), 핵의학영상(PET), 컴퓨터 단층 촬영(CT) 등 다양한 분야에서 어떻게 LDH 나노입자를 이용하여 나노 프로브 개발을 할 수 있는지 연구사례를 기술하면서 나노기술과 첨단영상기술이 융합된 획기적인 고감도 나노 바이오 이미징 시스템 개발 및 그 잠재력에 대하여 전망해 보았다.

PET/CT 영상의 부분체적효과와 장기의 움직임으로 인해 감소된 SUV의 보정을 위한 회복계수의 비교 (Comparison of Recovery Coefficients for Correction of Reduced SUV by Partial Volume Effect and Organ Movements in PET/CT Images)

  • 김영재;박훈희;이주영;소영;이정우
    • 대한방사선기술학회지:방사선기술과학
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    • 제45권3호
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    • pp.241-248
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    • 2022
  • In this study, a recovery coefficient (RC) calculation was conducted that can correct the underestimation of the standardized uptake value (SUV) due to the partial volume effect (PVE) through phantom measurements and formulas. The experiment was conducted using a dynamic phantom capable of implement cranio-caudal movement at a respiratory rate of 15 times per minute along with the measured phantom experiment of the stopped state, and the RC of the moving state is calculated and compared. Ingenuity TF (Philips Healthcare, Netherland) was used as a positron emission tomography/computed tomography (PET/CT) device. PET-CT Phantom (Biodex Medical System, USA) was used as a phantom for measurement. A phantom image in a stationary state was acquired, and a moving phantom image was acquired using the AZ-733V Respiratory Phantom (Anzai Medical Co, Japan) capable of breathing movement in the cranio-caudal direction under the same acquisition parameters. For RC calculation, the sphere maximum radioactivity concentration and the background mean radioactivity concentration of the acquired images were measured, and the initially determined sphere and background radioactivity concentrations were calculated. The calculated RC was 0.08 to 0.72. The size of sphere smaller, it was confirmed that the RC reduced. And the RC in the moving state reduced than in the stationary state. As a result of this study, the change of the RC was confirmed according to the size of spheres and the phantom moving. Using the RC derived by implement movement of breathing with the respiratory phantom, it is possible to considering correction of underestimated SUV by the partial volume effect of PET images and the patient movements.

FOLFIRINOX 병합요법을 통한 이차 항암화학요법으로 완전 관해를 획득한 진행성 췌장암 증례 (A Case of Metastatic Pancreatic Cancer Treated with FOLFIRINOX as Second-Line Chemotherapy after Gemcitabine Failure)

  • 이재민;정광현;박진명;이상협;류지곤;김용태
    • Journal of Digestive Cancer Research
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    • 제2권1호
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    • pp.28-31
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    • 2014
  • 췌장암은 예후가 매우 불량한 암으로 gemcitabine을 근간으로 하는 항암화학요법이 진행성 췌장암에 대한 표준치료이지만, 이러한 일차 항암화학요법에 반응이 없을 경우의 이차 항암화학요법에 대해서는 아직까지 정립된 것이 없는 상태이다. FOLFIRINOX 병합용법은 최근 여러 연구에서 일차 항암화학요법으로서의 치료 효과가 보고되고 있고, gemcitabine 항암화학요법에 반응이 없는 진행성 췌장암에 대한 이차 항암화학요법으로도 시도되어 양호한 치료 효과가 보고되고 있다. 저자들은 gemcitabine을 근간으로 하는 병합요법에 대해 반응이 없는 진행성 췌장암 환자에 대한 이차 항암화학요법으로 FOLFIRINOX 병합요법을 시행하여 완전 관해를 획득한 증례를 문헌고찰과 함께 보고하는 바이다.

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폐암으로 오인된 면역글로불린 G4 연관 폐 질환: 2예에 대한 증례 보고 (Immunoglobulin G4-Related Lung Disease Mimicking Lung Cancer: Two Case Reports)

  • 박대윤;김수영;배석현;이지영
    • 대한영상의학회지
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    • 제83권5호
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    • pp.1168-1174
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    • 2022
  • 면역글로불린 G4 (Immunoglobulin G4; 이하 IgG4) 연관 질환은 혈청 IgG4의 상승과 조직으로의 IgG4 양성 형질세포의 침윤을 특징으로 하는 드문 섬유 염증성 질환이다. 흉부 전산화단층촬영에서 IgG4 연관 폐 질환은 다양한 영상의학적 소견을 보여 다른 질환과의 감별이 어렵고 특히 고형 결절 혹은 종괴의 형태로 나타나는 경우 폐암과의 감별이 필요하다. IgG4 연관 폐 질환에서 나타날 수 있는 다른 영상의학적 소견 또한 폐암과 연관되어 나타나는 전이나 림프관성 암종증처럼 보일 수 있다. 저자들은 수술을 통하여 병리학적으로 확진된 IgG4 연관 폐 질환 2예를 경험하였다. 두 증례는 CT에서 고형결절 혹은 종괴의 형태로 나타났으며 폐암과 연관되어 보일 수 있는 다른 영상의학적 소견을 동반하고 있어 폐암과의 감별이 매우 어려웠다. 혈청 IgG4 수치나 다른 장기의 침범 여부가 감별에 도움을 줄 수 있으나 정확한 확진을 위해서 조직검사가 필요하다.

Development and Testing of a Machine Learning Model Using 18F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma

  • Changsoo Woo;Kwan Hyeong Jo;Beomseok Sohn;Kisung Park;Hojin Cho;Won Jun Kang;Jinna Kim;Seung-Koo Lee
    • Korean Journal of Radiology
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    • 제24권1호
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    • pp.51-61
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    • 2023
  • Objective: To develop and test a machine learning model for classifying human papillomavirus (HPV) status of patients with oropharyngeal squamous cell carcinoma (OPSCC) using 18F-fluorodeoxyglucose (18F-FDG) PET-derived parameters in derived parameters and an appropriate combination of machine learning methods in patients with OPSCC. Materials and Methods: This retrospective study enrolled 126 patients (118 male; mean age, 60 years) with newly diagnosed, pathologically confirmed OPSCC, that underwent 18F-FDG PET-computed tomography (CT) between January 2012 and February 2020. Patients were randomly assigned to training and internal validation sets in a 7:3 ratio. An external test set of 19 patients (16 male; mean age, 65.3 years) was recruited sequentially from two other tertiary hospitals. Model 1 used only PET parameters, Model 2 used only clinical features, and Model 3 used both PET and clinical parameters. Multiple feature transforms, feature selection, oversampling, and training models are all investigated. The external test set was used to test the three models that performed best in the internal validation set. The values for area under the receiver operating characteristic curve (AUC) were compared between models. Results: In the external test set, ExtraTrees-based Model 3, which uses two PET-derived parameters and three clinical features, with a combination of MinMaxScaler, mutual information selection, and adaptive synthetic sampling approach, showed the best performance (AUC = 0.78; 95% confidence interval, 0.46-1). Model 3 outperformed Model 1 using PET parameters alone (AUC = 0.48, p = 0.047) and Model 2 using clinical parameters alone (AUC = 0.52, p = 0.142) in predicting HPV status. Conclusion: Using oversampling and mutual information selection, an ExtraTree-based HPV status classifier was developed by combining metabolic parameters derived from 18F-FDG PET/CT and clinical parameters in OPSCC, which exhibited higher performance than the models using either PET or clinical parameters alone.

Usefulness of Bone SPECT/CT for Predicting Avascular Necrosis of the Femoral Head in Children with Slipped Capital Femoral Epiphysis or Femoral Neck Fracture

  • Yoo Sung Song;Won Woo Lee;Moon Seok Park;Nak Tscheol Kim;Ki Hyuk Sung
    • Korean Journal of Radiology
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    • 제23권2호
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    • pp.264-270
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    • 2022
  • Objective: This study aimed to investigate the usefulness of bone single-positron emission tomography/computed tomography (SPECT/CT) of the hip in predicting the later occurrence of avascular necrosis (AVN) after slipped capital femoral epiphysis (SCFE) or femoral neck fracture in pediatric patients. The quantitative parameters of SPECT/CT useful in predicting AVN were identified. Materials and Methods: Twenty-one (male:female, 10:11) consecutive patients aged < 18 years (mean age ± standard deviation [SD], 11.0 ± 2.7 years) who underwent surgery for SCFE or femoral neck fracture and postoperative bone SPECT/CT were included. The maximum standardized uptake value (SUV), mean SUV, and minimum SUV of the femoral head were measured. The ratios of the maximum SUV, mean SUV, and minimum SUV of the affected femoral head to the contralateral side were determined. Patients were followed up for > 1 year after the surgery. The SPECT/CT parameters were compared between patients who developed AVN and those who did not. The accuracy of SPECT/CT parameters for predicting AVN was assessed. Results: Six patients developed AVN. There was a significant difference in the ratio of the mean SUV among patients who developed AVN (mean ± SD, 0.8 ± 0.3) and those who did not (1.1 ± 0.2, p = 0.018). However, there were no significant differences in the ratios of the maximum and minimum SUV between the groups (all p = 0.205). For the maximum, mean, and minimum SUVs, no significant differences were observed between the groups (p = 0.519, 0.733, and 0.470, respectively). The cutoff mean SUV ratio of 0.87 yielded a 66.7% sensitivity and 93.2% specificity for predicting AVN. Conclusion: Quantitative bone SPECT/CT is useful for evaluating femoral head viability in pediatric patients with SCFE or femoral neck fractures. Clinicians should consider the high possibility of later AVN development in patients with a decreased mean SUV ratio.

The Prognostic Value of 18F-Fluorodeoxyglucose PET/CT in the Initial Assessment of Primary Tracheal Malignant Tumor: A Retrospective Study

  • Dan Shao;Qiang Gao;You Cheng;Dong-Yang Du;Si-Yun Wang;Shu-Xia Wang
    • Korean Journal of Radiology
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    • 제22권3호
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    • pp.425-434
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    • 2021
  • Objective: To investigate the potential value of 18F-fluorodeoxyglucose (FDG) PET/CT in predicting the survival of patients with primary tracheal malignant tumors. Materials and Methods: An analysis of FDG PET/CT findings in 37 primary tracheal malignant tumor patients with a median follow-up period of 43.2 months (range, 10.8-143.2 months) was performed. Cox proportional hazards regression analyses were used to assess the associations between quantitative 18F-FDG PET/CT parameters, other clinic-pathological factors, and overall survival (OS). A risk prognosis model was established according to the independent prognostic factors identified on multivariate analysis. A survival curve determined by the Kaplan-Meier method was used to assess whether the prognosis prediction model could effectively stratify patients with different risks factors. Results: The median survival time of the 37 patients with tracheal tumors was 38.0 months, with a 95% confidence interval of 10.8 to 65.2 months. The 3-year, 5-year and 10-year survival rate were 54.1%, 43.2%, and 16.2%, respectively. The metabolic tumor volume (MTV), total lesion glycolysis (TLG), maximum standardized uptake value, age, pathological type, extension categories, and lymph node stage were included in multivariate analyses. Multivariate analysis showed MTV (p = 0.011), TLG (p = 0.020), pathological type (p = 0.037), and extension categories (p = 0.038) were independent prognostic factors for OS. Additionally, assessment of the survival curve using the Kaplan-Meier method showed that our prognosis prediction model can effectively stratify patients with different risks factors (p < 0.001). Conclusion: This study shows that 18F-FDG PET/CT can predict the survival of patients with primary tracheal malignant tumors. Patients with an MTV > 5.19, a TLG > 16.94 on PET/CT scans, squamous cell carcinoma, and non-E1 were more likely to have a reduced OS.

THE CURRENT STATUS OF BIOMEDICAL ENGINEERING IN THE USA

  • Webster, John G.
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1992년도 춘계학술대회
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    • pp.27-47
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    • 1992
  • Engineers have developed new instruments that aid in diagnosis and therapy Ultrasonic imaging has provided a nondamaging method of imaging internal organs. A complex transducer emits ultrasonic waves at many angles and reconstructs a map of internal anatomy and also velocities of blood in vessels. Fast computed tomography permits reconstruction of the 3-dimensional anatomy and perfusion of the heart at 20-Hz rates. Positron emission tomography uses certain isotopes that produce positrons that react with electrons to simultaneously emit two gamma rays in opposite directions. It locates the region of origin by using a ring of discrete scintillation detectors, each in electronic coincidence with an opposing detector. In magnetic resonance imaging, the patient is placed in a very strong magnetic field. The precessing of the hydrogen atoms is perturbed by an interrogating field to yield two-dimensional images of soft tissue having exceptional clarity. As an alternative to radiology image processing, film archiving, and retrieval, picture archiving and communication systems (PACS) are being implemented. Images from computed radiography, magnetic resonance imaging (MRI), nuclear medicine, and ultrasound are digitized, transmitted, and stored in computers for retrieval at distributed work stations. In electrical impedance tomography, electrodes are placed around the thorax. 50-kHz current is injected between two electrodes and voltages are measured on all other electrodes. A computer processes the data to yield an image of the resistivity of a 2-dimensional slice of the thorax. During fetal monitoring, a corkscrew electrode is screwed into the fetal scalp to measure the fetal electrocardiogram. Correlations with uterine contractions yield information on the status of the fetus during delivery To measure cardiac output by thermodilution, cold saline is injected into the right atrium. A thermistor in the right pulmonary artery yields temperature measurements, from which we can calculate cardiac output. In impedance cardiography, we measure the changes in electrical impedance as the heart ejects blood into the arteries. Motion artifacts are large, so signal averaging is useful during monitoring. An intraarterial blood gas monitoring system permits monitoring in real time. Light is sent down optical fibers inserted into the radial artery, where it is absorbed by dyes, which reemit the light at a different wavelength. The emitted light travels up optical fibers where an external instrument determines O2, CO2, and pH. Therapeutic devices include the electrosurgical unit. A high-frequency electric arc is drawn between the knife and the tissue. The arc cuts and the heat coagulates, thus preventing blood loss. Hyperthermia has demonstrated antitumor effects in patients in whom all conventional modes of therapy have failed. Methods of raising tumor temperature include focused ultrasound, radio-frequency power through needles, or microwaves. When the heart stops pumping, we use the defibrillator to restore normal pumping. A brief, high-current pulse through the heart synchronizes all cardiac fibers to restore normal rhythm. When the cardiac rhythm is too slow, we implant the cardiac pacemaker. An electrode within the heart stimulates the cardiac muscle to contract at the normal rate. When the cardiac valves are narrowed or leak, we implant an artificial valve. Silicone rubber and Teflon are used for biocompatibility. Artificial hearts powered by pneumatic hoses have been implanted in humans. However, the quality of life gradually degrades, and death ensues. When kidney stones develop, lithotripsy is used. A spark creates a pressure wave, which is focused on the stone and fragments it. The pieces pass out normally. When kidneys fail, the blood is cleansed during hemodialysis. Urea passes through a porous membrane to a dialysate bath to lower its concentration in the blood. The blind are able to read by scanning the Optacon with their fingertips. A camera scans letters and converts them to an array of vibrating pins. The deaf are able to hear using a cochlear implant. A microphone detects sound and divides it into frequency bands. 22 electrodes within the cochlea stimulate the acoustic the acoustic nerve to provide sound patterns. For those who have lost muscle function in the limbs, researchers are implanting electrodes to stimulate the muscle. Sensors in the legs and arms feed back signals to a computer that coordinates the stimulators to provide limb motion. For those with high spinal cord injury, a puff and sip switch can control a computer and permit the disabled person operate the computer and communicate with the outside world.

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간세포암종과 혼합성 간세포암종-담관암종에서 다위상 전산단층촬영술 소견과 18F-FDG PET/CT에서 섭취율 차이에 대한 분석 (Usefulness of 18F-FDG PET/CT and Multiphase CT in the Differential Diagnosis of Hepatocellular Carcinoma and Combined Hepatocellular Carcinoma-Cholangiocarcinoma)

  • 박재춘;박정구;정규식;강희;전성민
    • 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.

두경부 편평상피암 환자에서 수술 전 경부림프절 전이 평가에 대한 F-18 FDG PET/CT의 정확도: CT/MRI와의 비교 (Accuracy of F-18 FDG PET/CT in Preoperative Assessment of Cervical Lymph Nodes in Head and Neck Squamous Cell Cancer: Comparison with CT/MRI)

  • 최승진;변성수;박선원;김영모;현인영
    • Nuclear Medicine and Molecular Imaging
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    • 제40권6호
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    • pp.309-315
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    • 2006
  • 목적: 두경부 편평상피암 환자에서 경부림프절전이에 대한 F-18 FDG PET/CT의 진단성적을 평가하고 CT/MRI와 비교하였다. 대상 및 방법: 수술전 조직검사로 편평상피암으로 진단받은 17명(남: 15명, 여: 2명, 평균나이: $59{\pm}11$세)의 환자를 대상으로 F-18 FDG PET/CT를 시행하였다. 경부림프절의 F-18 FDG섭취 정도는 세 등급(1=배후방사능, 2=간방사능보다 낮거나 같은 경우, 3=간방사능보다 높은 경우)으로 나누었고, 3등급일 때 전이로 진단하였다. 경부림프절전이에 대한 F-18 FDG PET/CT의 예민도와 특이도를 CT/MRI와 비교하였다. 결과: 17명의 환자에서 123개의 경부림프절이 절제되었고 이 중 29개가 전이로 확진되었다. F-18 FDG PET/CT의 예민도는 69%(20/29), 특이도는 99%(93/94), CT/MRI의 예민도는 62%(18/29), 특이도는 96%(90/94)로 경부림프절전이에 대한 두 검사의 진단성적은 유의한 차이가 없었다. 그러나 F-18 FDG PET/CT는 각각의 환자에서 간에 생긴 이차성 원발암과 늑골전이를 발견할 수 있었다. 결론: 두경부 편평상피암에서 경부림프절 전이에 대한 F-18 FDG PET/CT의 특이도는 매우 높았지만 예민도는 비교적 낮았고 CT/MRI와 유의하게 다르지 않았다. F-18 FDG PET/CT의 비교적 낮은 예민도의 원인은 최근 많이 절제되고 있는 잠재 전이의 가능성이 있는 작은 경부림프절을 발견하지 못하는 F-18 FDG PET/CT 의 한계 때문이었다. 그러나 F-18 FDG PET/CT는 이차성 원발암과 원격전이를 부가적으로 평가할 수 있어 환자의 치료 방침 결정에 유용하였다.