• 한국멀티미디어학회논문지
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• 제25권8호
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• pp.1224-1232
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• 2022

Whole body bone scan is the most frequently performed nuclear medicine imaging to evaluate bone metastasis in cancer patients. We evaluated the performance of a VGG16-based transfer learning classifier for bone scan images in which metastatic bone lesion was present. A total of 1,000 bone scans in 1,000 cancer patients (500 patients with bone metastasis, 500 patients without bone metastasis) were evaluated. Bone scans were labeled with abnormal/normal for bone metastasis using medical reports and image review. Subsequently, gradient-weighted class activation maps (Grad-CAMs) were generated for explainable AI. The proposed model showed AUROC 0.96 and F1-Score 0.90, indicating that it outperforms to VGG16, ResNet50, Xception, DenseNet121 and InceptionV3. Grad-CAM visualized that the proposed model focuses on hot uptakes, which are indicating active bone lesions, for classification of whole body bone scan images with bone metastases.

• Journal of Korean Neurosurgical Society
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• 제56권5호
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• pp.431-435
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• 2014

A fifty-year-old female non-smoker with no other specific medical history visited our institute. She complained of axial back pain with no other neurological deficit. Chest X-ray, chest computed tomography (CT) scan, CT-guided needle aspiration biopsy, whole-body positron emission tomography, spine CT and spine magnetic resonance image findings suggested NSCLC with epidermal growth factor receptor (EGFR) mutation, multiple brain metastases, and two isolated metastases to the T3 and L3 vertebral bodies. She underwent chemotherapy with gefitinib ($Iressa^{TM}$) for NSCLC and gamma knife surgery for multiple brain metastases. We performed a two-staged, total en bloc spondylectomy of the T3 and L3 vertebral bodies based on several good prognostic characteristics, such as the lack of metastases to the appendicular bone, good preoperative performance status, and being an excellent responder (Asian, never-smoker and adenocarcinoma histology) to EGFR inhibitors. Improved axial back pain after the surgery enabled her to walk with the aid of a thoracolumbosacral orthosis brace on the third postoperative day. Her Karnofsky performance status score (KPS) was 90 at the time of discharge and has been maintained to date 3 years after surgery. In selected NSCLC patients with good prognostic characteristics, we suggest that locally curative treatment such as total en bloc spondylectomy or radiosurgery should be emphasized to achieve longer term survival for the selected cases.

• Maxillofacial Plastic and Reconstructive Surgery
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• 제32권2호
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• pp.118-125
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• 2010

Background and Purpose: Bone metastases rarely occur in patients with oral squamous cell carcinoma (OSCC), so the molecular mechanisms of bone metastasis of OSCC remains unclear. Studies with animal models allow progresses in understanding the molecular events for bone metastasis and provide new targets for therapy. So we tried to establish a murine model for bone metastasis of oral squamous cell carcinoma. Materials and Methods: Human OSCC cells (KB cell line) were xenografted to nude mice via direct inoculation into the tibial marrow. Mice with tibial tumors were sacrificed once a week, until seven weeks after the injection of human tumor cells. Growth of tibial tumors were observed by histology. Expression of TGF-$\beta$ and CXCR-4 in bone OSCC (experimental) and subcutaneous tumor (control) was also evaluated by immunohistochemical staining. Results: Bone OSCC was successfully induced by intra-tibial injection of KB cells. Tumor mass was developed in the marrow tissues of tibia and finally invade the endosteum of tibia. Immunohistochemical staining showed higher expression of TGF-$\beta$ in bone tumors than in subcutaneous tumors. Conclusion: A murine model of bone metastasis of OSCC was suggested that imitated the clinical findings of distant vascular metastasis. This bone tumor model should facilitate understanding of the molecular pathogenesis of OSCC bone metastasis, and aid in the developement of treatment strategies against OSCC bone metastasis.

• Asian Pacific Journal of Cancer Prevention
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• 제14권5호
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• pp.3289-3292
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• 2013

Introduction: The purpose of this study was to identify clinical profiles of patients with low risk of having bone metastases, for which bone scanning could be safely eliminated. Materials and Methods: This retrospective cross sectional study looked at prostate cancer patients seen in the Urology Departments in 2 tertiary centres over the 11 year period starting from January 2000 to May 2011. Patient demographic data, levels of PSA at diagnosis, Gleason score for the biopsy core, T-staging as well as the lymph node status were recorded and analysed. Results: 258 men were included. The mean age of those 90 men (34.9%) with bone metastasis was $69.2{\pm}7.3$ years. Logistic regression found that PSA level (P=0.000) at diagnosis and patient's nodal-stage (P=0.02) were the only two independent variables able to predict the probability of bone metastasis among the newly diagnosed prostate cancer patients. Among thowse with a low PSA level less than 20ng/ml, and less than 10ng/ml, bone metastasis were detected in 10.3% (12 out of 117) and 9.7% (7 out of 72), respectively. However, by combining PSA level of 10ng/ml or lower, and nodal negative as the two criteria to predict negative bone scan, a relatively high negative predictive value of 93.8% was obtained. The probability of bone metastasis in prostate cancer can be calculated with this formula: -1.069+0.007(PSA value, ng/ml)+1.021(Nodal status, 0 or 1)=x Probability of bone metastasis=$2.718^x/1+2.718^x$. Conclusion: Newly diagnosed prostate cancer patients with a PSA level of 10ng/ml or lower and negative nodes have a very low risk of bone metastasis (negative predictive value 93.8%) and therefore bone scans may not be necessary.

• Nuclear Medicine and Molecular Imaging
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• 제42권3호
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• pp.256-258
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• 2008

Osteopoikilosis is a rare, benign hereditary disease, which presents multiple osteosclerotic, and small round nodules in the bone. It is usually detected incidentally by radiological examination. A radionuclide bone scintigraphy is essential in distinguishing osteopoikilosis from osteoblastic metastases, because scintigraphic findings are usually normal in patients with osteopoikilosis. However, there have been no reports about F-18 fluorodeoxyglucose (FDG) PET findings in osteopoikilosis. Herein, we wish to report a case of osteopoikilosis with breast cancer, which could not be seen in either bone scintigraphy or F-18 FDG PET/CT.

• 대한골관절종양학회지
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• 제13권2호
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• pp.113-118
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• 2007

골반 골에 생기는 종양은 복잡한 해부학적 구조와 체부 깊숙이 위치하는 특성으로 인하여, 상당히 커진 후에야 발견되는 경우가 많아서 진단이 늦어지고, 수술이 어려워지는 경우가 많이 있다. 특히 비구 주위에 발생한 종양은 종양의 제거 후에 고관절의 기능을 유지 할 수 있는 재건술의 방법이 극히 제한되어 있고, 수술도 어려우며, 재건술의 예후 또한 예측하기 어렵다. 저자는 신장암이 골반 골 비구 주위로 단독 전이 된 환자의 광범위 종양절제 후 저온 가열 처리한 자가골 과 인공고관절로 재건 한 증례를 보고한다.

• Nuclear Engineering and Technology
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• 제55권2호
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• pp.669-673
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• 2023

Introduction: The crucial step in preclinical process of radiopharmaceutical production is internal dosimetry evaluation by different ways to realize radiobiological dose-response relationships and to extract the results for clinical use. Till now several bone-seeking radiopharmaceuticals have been developed for bone metastasis. Interesting features of bisphosphonates attracted attentions to them in the field of radiopharmaceutical therapy and studies on new generation of them have been doing too. Materials and methods: In this study, we used ZNA as representative of the third generation. The radiopharmaceutical ¹⁸⁸Re-ZNA was produced and its radiochemical purity was investigated. Then, the biological distribution of the produced radiopharmaceutical at 1, 2, 4 and 24 h after injection on different organs of mice were investigated. Finally, the absorbed dose of organs in the human body was assessed using the RADAR method. Results: The results show 96% radiochemical purity of the ¹⁸⁸Re-ZNA radiopharmaceutical. The amount of %ID/g in bone is 1.131% after 1 h and in 24 h it has a significant amount compared to other organs, that is 0.516%. Also dosimetric results show that the highest absorption dose is related to bone and the amount of this dose is 0.050 mGy/MBq. Conclusion: Considering the possibility of producing the ¹⁸⁸Re-ZNA radiopharmaceutical, as well as the proper distribution of this radiopharmaceutical in target and non-target organs and increasing the absorbed dose in bone, it can be concluded that this radiopharmaceutical can be useful in the "radiopharmaceutical therapy" in metastases.

• Radiation Oncology Journal
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• 제19권3호
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• pp.211-215
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• 2001

목적 : 유방암환자에 있어 수술 후 방사선치료 시행 여부가 향후 골전이 분포에 미치는 영향을 확인하기 위하여 후향적연구를 시행하였다. 대상 및 방법 : 1988년 7월부터 1998년 7월 사이에 서울대학교병원 치료방사선과에서 유방암의 골전이로 방사선치료를 시행 받은 환자 중 IV 병기를 제외한 109명을 대상으로 연구를 시행하였다. 대상 환자 중 69명(A군)은 과거 유방절제술 후 방사선치료를 받지 않았었고, 40명(B군)은 수술 후 방사선치료를 받았었다. 수술 후 방사선치료는 Cobalt 60 원격치료기(30명) 또는 6 MV 선형가속기(10명)를 사용하여 1회 1.8 Gy, 총 50.4 Gy를 조사하였었다. 쇄골상림프절, 액와림프절 및 내유림프절은 광자선을 이용한 전방조사야로, 흉벽은 전자선 또는 광자선을 이용한 접선조사야로 수술 후 방사선치료를 시행하였었다. 모든 환자에서 방사선치료의 범위에는 흉추 1번에서 10번 부위가 포함되었었다. 골절이 부위는 두개골, 경추, 흉추 1번 내지 4번, 흉추 5번 내지 8번, 흉추 9번과 10번, 흉추 11번과 12번, 요추, 골반, 대퇴골, 늑골 및 기타의 11개 부위로 구분하여 연구를 시행하였다. 결과 : A군의 골전이 분포는 요추부위 25명$(55.1\%)$, 골반부위 31명$(44.9\%)$, 늑골부위$(40.6\%)$, 흉추 11번과 12번 부위 26명$(37.7\%)$, 흉추 5번 내지 8번 부위 25명$(36.2\%)$, 흉추 9번과 10번 부위가 24명$(34.8\%)$으로 요추부위가 가장 빈도가 높았다. B군에서도 요추부위와 골반부위가 각각 22명$(55.0\%)$으로 가장 높은 빈도를 보였고, 늑골$(37.5\%)$, 흉추 11번과 12번 부위가 13명$(32.5\%)$으로 유사한 빈도를 보인 반면, 과거 방사선치료부위에 포함된 흉추 1번 내지 4번, 흉추 5번 내지 8번, 흉추 9번과 10번은 1명$(2.5\%)$, 2명$(5.0\%)$, 4명$(10\%)$으로 현저히 낮은 빈도를 보였다. 골전이의 빈도는 흉추 1번에서 4번(p=0.002), 흉추 5번에서 8번(p<0.0001), 흉추 9번과 10번(p=0.004)에서 두 군간에 현저한 차이를 보였다. 결론 : 유방암환자로 수술 후 방사선치료를 시행 받은 환자에서 방사선치료 범위에 포함되는 흉추 1번과 10번 사이의 부위에 골전이가 통계적으로 유의하게 적음을 확인할 수 있었다.

• Asian Pacific Journal of Cancer Prevention
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• 제13권4호
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• pp.1131-1135
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• 2012

Objective: To evaluate interoperative radiotherapy after breast conservative surgery in early breast cancer patients in terms of postoperative complications, cosmetic outcome and recurrence events. Methods: From June 2007 to Dec 2011, 143 early breast cancer patients received breast conservative surgery. Seventy-two (study group) received interoperative radiotherapy, compared with 71 patients (control group) given routine radiotherapy. Postoperative complications were evaluated 1 month after surgery; cosmetic outcome was evaluated 1 year postoperatively; recurrence and death events were followed up. Results: The average wound healing time was 13~22 d in the study group and 9~14 d in the control group. In the study group, 2 patients developed lyponecrosis, 16 patients showed wound edema while no such side effects were found in the control group. No infection or hematomas were found in either group. In the study group (59 cases), overall cosmetic outcome in 53 patients was graded as excellent or good, and in 6 as fair or poor. Meanwhile in the control group (56 cases), 42 patients were graded as excellent or good, and 14 as fair or poor (P=0.032). After a follow-up from 3 to 54 months (median: 32 months), two patients (2.78%) in study group developed local relapses, one of them (1.39%) died, 2 patients (2.78%) developed bone metastases. In control group, one patient (1.41%) developed local relapse, 2 patients (2.82%) developed bone metastases, and no one died. Conclusion: Intraoperative radiotherapy is safe and reliable with good cosmetic outcome.

• 대한두경부종양학회지
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• 제13권1호
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• pp.74-80
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• 1997

We have experienced 5 cases of unusual well differentiated thyroid carcinoma with insular component during the past 5 years. 4 cases were presented with cervical masses but I case (patient 2.) was initiallty with lung and brain metastasis. The tumors from 4 cases showed invasive growths but that of 1 cases(patient 1.) showed intrathyroidal. Total thyroidectomy and cervical lymphnode dissection(CCND or RND) was performed in 4 cases but only RND was performed in spite of mediastinal metastasis of the tumor in patient 5 under the patient's choice. During the follow-up period, we also performed radical nephrectomy and metastatectomy for the kidney and iliac bone metastasis respectively, in patint 2. Microcsopically, the tumors showed the insular growth patterns, focally(less than 50%) in 3 cases and predominantly(more than 75%) in 2 cases. And the insular componentas were combined with papillary carcinoma in 2 cases and follicular carcinoma in 3 cases. Cervical lymphnode metastases were confirmed in 4 cases. Patient 2 died of disease with metastases to lung, brain, bone and kidney, 52 months after initial therapy. Patient 1, 3 and 4 are alive and have no recurrence and distant metastasis. Patient 5 is also alive with the mediastinal metastasis. In our experience, the well differentiated thyroid carcinomas with insular component showed characteristic histologic features, aggressive behavior in initial presentation and unfavorable prognosis regardless of the percentage of the insular component.