• Title/Summary/Keyword: 신장 종양

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Kidney Tumor Segmentation through Semi-supervised Learning Based on Mean Teacher Using Kidney Local Guided Map in Abdominal CT Images (복부 CT 영상에서 신장 로컬 가이드 맵을 활용한 평균-교사 모델 기반의 준지도학습을 통한 신장 종양 분할)

  • Heeyoung Jeong;Hyeonjin Kim;Helen Hong
    • Journal of the Korea Computer Graphics Society
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    • v.29 no.5
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    • pp.21-30
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    • 2023
  • Accurate segmentation of the kidney tumor is necessary to identify shape, location and safety margin of tumor in abdominal CT images for surgical planning before renal partial nephrectomy. However, kidney tumor segmentation is challenging task due to the various sizes and locations of the tumor for each patient and signal intensity similarity to surrounding organs such as intestine and spleen. In this paper, we propose a semi-supervised learning-based mean teacher network that utilizes both labeled and unlabeled data using a kidney local guided map including kidney local information to segment small-sized kidney tumors occurring at various locations in the kidney, and analyze the performance according to the kidney tumor size. As a result of the study, the proposed method showed an F1-score of 75.24% by considering local information of the kidney using a kidney local guide map to locate the tumor existing around the kidney. In particular, under-segmentation of small-sized tumors which are difficult to segment was improved, and showed a 13.9%p higher F1-score even though it used a smaller amount of labeled data than nnU-Net.

Kidney Tumor Segmentation Using a Hybrid CNN-Transformer Network for Partial Nephrectomy Planning (부분 신장 절제술 계획을 위한 하이브리드 CNN-트랜스포머 네트워크를 활용한 신장 종양 분할)

  • Goun Kim;Jinseo An;Yubeen Lee;Helen Hong
    • Journal of the Korea Computer Graphics Society
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    • v.30 no.4
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    • pp.11-18
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    • 2024
  • In partial nephrectomy for kidney cancer treatment, accurate segmentation of the kidney tumor is crucial for surgical planning, as it provides essential information on the precise size and location of the tumor. However, it is challenging due to the tumor's similar intensity to surrounding organs and the variability in its location and size across patients. In this study, we propose a hybrid network that integrates a convolutional neural network and a transformer to capture both local and global features, aiming to improve the segmentation performance of kidney tumors. We validated our method through comparative experiments with UNETR++, outperforming it with a Dice Similarity Coefficient (DSC) of 78.54% and a precision of 85.0 7%. Moreover, in the analysis by tumor size, our method demonstrated improvements by reducing over-segmentation and outlier cases observed in UNETR++.

Absent or Faint Renal Uptake in Bone Scan: Etiology and Significance in Metastatic Bone Disease (골 신티그라피에서 신장 영상 비출현의 원인 질환 및 전이성 골질환에서의 의의)

  • Kim, Sang-Eun;Kim, Deog-Yoon;Lee, Dong-Soo;Chung, June-Key;Lee, Myung-Chul;Koh, Chang-Soon;Koong, Sung-Soo
    • The Korean Journal of Nuclear Medicine
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    • v.24 no.2
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    • pp.299-306
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    • 1990
  • 골 신티그라피에서 신장이 희미하게 보이거나 전혀 안보이게 되는(이하 신장 영상 비출현이라 함) 원인 질환을 파악하고, 또 골 신티그라피에서 골전이가 발견된 여러 악성종양에서 신장 영상 비출현의 빈도 및 신장 영상 비출현의 소견을 보이는 여러 악성종양의 골전이 범위를 관찰하기 위하여, 서울대학교 병원에서 최근 6년간 시행한 골 신티그람 중 신장 영상 비출현의 소견을 보이는 889개를 재검토하였다. 신장영상 비출현의 원인 질환으로는 신부전이 대부분을 차지하였으나(816/889 : 91.8%), 신장 질환이 없는 경우에서는 광범위한 골전이가 가장 많았으며 (53/889 : 6.0%), 그 원발부위는 전립선암 (19/53 : 35.8%), 위암(14/53 : 26.4%), 유방암(5/53 : 9.4%), 폐암(4/53 : 7.5%) 신세포암(2/53 : 3.8%), 방광암(1/53 : 1.9%), 원발부위 미상(8/53 : 15.1%)으로 전립선암과 위암이 가장 많았다. 특히 강직성 척추염 4예, 류마토이드 관절염 3예, 성인형의 골화석증 1예에서 신장 영상 비출현의 소견을 보여 이채로왔으며, 이 밖에 원발성 부갑상선 기능항진증 및 그레이브스병이 각 1예씩 있었으며 원인을 알 수 없는 경우가 10예 있었다. 전립선암 140예중 골 신티그라피에서 골전이가 발견된 예는 108예(77.1%), 이중 신장 영상 비출현의 소견을 보이는 예는 19예(19/108, 17 6%)이었으며, 위암에서는 각각 328예, 162예(49.4%), 14예 (8.6%), 유방암에서는 각각 1754예, 730예 (41.6%), 5예(0.7%), 폐암에서는 각각 1105예, 596예(53.9%), 4예(0.7%), 방광암에서는 각각 247예, 110예(44.5%), 1예(0.9%)로 전립선암에서 신장 영상 비출현의 빈도가 가장 높았으며, 특히 위암에서 골전이 및 신장 영상 비출현의 빈도가 높아 주목되었다. 골전이 및 신장 영상 비출현의 소견을 보이는 악성종양 환자의 골 신티그람 53개중 44개 (83.0%)에서 척추 및 늑골에 미만성, 또는 다발성 침습이 관찰되었다. 또 골전이 부위를 두개골, 척추, 견대부, 늑골, 골반, 사지의 근위부 장골의 6개 부위로 나누어 분석할 경우 49개(92.5%)에서 3부위 이상에 전이가 발견되었고, 35개(66.0%)에서 4부위 이상에 전이가 발견되었으며, 5부위 이상, 6개 부위에 모두 전이가 발견된 것은 각각 20개 (37 7%), 11개(20.8%)이었다. 이상의 성적으로 보아 악성종양 환자의 골 신피그라피에서 신장 영상의 비출현은 종양의 광범위한 골전이를 간접적으로 시사하는 소견으로 생각된다. 여러 악성종양중 전립선암에서 신장 영상 비출현의 빈도가 가장 높았으며, 특히 위암에서 골전이 및 신장 영상 비출현의 빈도가 높음은 주목할 만한 것이라 하겠다.

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Renal Adenocarcinoma in a California Sea Lion (Zalophus Californianus) (캘리포니아바다사자(Zalophus Californianus)에서 간과 비장전이를 보인 악성신장종양 예)

  • Kim, Sun-A;You, Mi-Hyeon;Eo, Kyung-Yeon;Kim, Dae-Yong;Shin, Nam-Shik
    • Journal of Veterinary Clinics
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    • v.27 no.3
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    • pp.307-309
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    • 2010
  • A 25-year-old female California sea lion (Zalophus californianus) died after a history of depression, loss of appetite, weakness and weight loss. At necropsy, multifocal to coalescing, tan to white, firm nodules, ranging from 0.5 to 3 cm in diameter were observed throughout both kidneys. Renal adenocarcinoma metastasis to the liver, spleen and small intestine was diagnosed based on gross and histopathological findings. To the best our knowledge, this is the first reported case in Korea, and understanding this case will support management and diagnosis of future cases of renal adenocarcinoma in California sea lions.

Endobronchial Metastasis from Renal Cell Carcinoma -A case report- (신장세포암의 기관지내 전이 - 1예 보고 -)

  • Kim, Si-Wook;Shin, Yoon-Mi
    • Journal of Chest Surgery
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    • v.41 no.3
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    • pp.386-389
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    • 2008
  • Lung parenchyma is a common organ for metastases of extrathoracic tumors, but endobronchial metastasis is very rare. In this report, we present a case of endobronchial metastases from renal cell carcinoma (RCC), and this was managed by performing operative resection. A 63-year-old man presented with frequent dry cough; he had previously undergone left nephrectomy and postoperative chemotherapy for grade 2 RCC eight years ago. Computed tomography and bronchoscopy showed an endobronchial tumor from the left lower lobe bronchus to the second carina, and this mass was diagnosed as a necrotic tissue with chronic inflammation at biopsy. During the operation, the mass was revealed to be a metastatic renal cell carcinoma on the frozen section diagnosis and there was no mucosal invasion on the resection margin of the left lower lobe bronchus. We performed lobectomy of the left lower lobe with systemic dissection of the mediastinal lymph nodes. The final histopathologic diagnosis of the endobrochial mass was metastatic RCC and any mediastinal lymph node metastasis was not found. The patient was discharged on postoperative day 10 without any postoperative complications.

Tumor Resection and Reconstruction in Periacetabular Single Metastases of Renal Cell Carcinoma - A Case Report - (신장 암의 비구주위 단독 전이 환자에서 종양절제 및 재건술 - 증례 보고 -)

  • Shin, Duk-Seop;Han, Dong-Sung
    • The Journal of the Korean bone and joint tumor society
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    • v.13 no.2
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    • pp.113-118
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    • 2007
  • Surgical treatment of pelvic bone tumors represent one of the most complicated problem in musculoskeletal oncology. Because of three dimensional anatomy of the pelvis, tumors reach huge sizes and the diagnosed late relatively to a similar tumors in extremity. Especially, there are limited reconstruction methods to keep the function of hip joint after resection of periacetabular tumors, and the results of reconstruction is not so promissing. We present one case of periacetabular metastatic tumor from renal cell carcinoma, which was resected with wide margin and reconstructed with composite of pasteurized autogenous bone graft and constrained total hip arthroplasty.

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Primary Renal Hemangiosarcoma Complicated with Hematuria and Hemoperitoneum in a Dog (개에서 발생한 혈뇨와 복강 내 출혈을 동반한 신장원성 혈관육종)

  • Yeo, Jung-Jin;Sur, Jung-Hyang;Eom, Ki-Dong;Park, Hee-Myung
    • Journal of Veterinary Clinics
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    • v.29 no.2
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    • pp.165-168
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    • 2012
  • A 14-year-old intact male Siberian Husky was presented with hematuria, lethargy, and anorexia of 1-month duration. The physical examination revealed mild abdominal distension and pain. The hematology and serum chemistry revealed anemia and severe azotemia. The radiographic examination revealed renomegaly and the ultrasonographic examination, indistinct cortico-medullary junction, increased renal cortex echogenicity, and irregular margination. The urinalysis showed proteinuria and hematuria. The differential diagnosis included renal failure, cystitis, pyelonephritis, and neoplasia. The patient's condition continued to deteriorate, and the dog eventually died. The gross findings from the necropsy revealed hemoperitoneum and a bilateral renal mass. HSA was diagnosed by histopathological examination. This case report describes primary bilateral renal hemangiosarcoma (HSA), which is uncommon in dogs.

Renomedullary Interstitial Cell Tumor Mimicking Renal Cell Carcinoma: A Case Report (신세포암으로 오인한 신수질 간질세포 종양: 증례 보고)

  • Hyunji Oh;Sung Bin Park;Tae-Jin Lee;Byung Hoon Chi;Hyun Jeong Park;Eun Sun Lee
    • Journal of the Korean Society of Radiology
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    • v.83 no.6
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    • pp.1412-1417
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    • 2022
  • Renomedullary interstitial cell tumors are often incidentally identified either upon autopsy or kidney resection for other reasons. However, rare renomedullary interstitial cell tumor cases resulting in a clinical symptomatic mass have been reported. We present a case of renomedullary interstitial cell tumor that was manifested as an incidentally detected renal mass and mimicked renal cell carcinoma on the imaging features.

Imaging Findings of a Malignant Rhabdoid Tumor in the Stomach: A Case Report (위에 발생한 악성 횡문근양 종양의 영상 소견: 증례 보고)

  • Hye Ran Yoon;Dong Hee Park;Joonseog Kong
    • Journal of the Korean Society of Radiology
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    • v.82 no.2
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    • pp.493-497
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    • 2021
  • A malignant rhabdoid tumor is an aggressive tumor that occurs mainly in the kidney of infants and children. When it occurs in extrarenal sites, it is referred to as an extrarenal malignant rhabdoid tumor. Although a few cases of malignant rhabdoid tumor occuring in the central nervous system, liver, brain, skin, and soft tissue have been reported, it is rarely observed in the stomach. We report the imaging findings of a malignant rhabdoid tumor of the stomach that mimicked a gastric lymphoma in a patient who presented with melena.

Human Lung Cancer Cell Xenografts Implanted under the Capsule of Kidney, Spleen and Liver (폐암 세포주를 사용한 신, 비장 및 간 피막하 분식법의 비교)

  • 김수현;김종인;이해영;조봉균;박성달;김송명
    • Journal of Chest Surgery
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    • v.36 no.10
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    • pp.711-720
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    • 2003
  • Bakground : Complete resection by the surgery has been selected as the treatment of choice in lung cancer patients, but in cases of recurrence after excision or inoperable cases, the importance of anticancer chemotherapy has been emphasized. If one can select a set of the sensitive chemotherapeutic agents before anticancer chemotherapy, it will give more favourable results. Subrenal capsular assay has been recognized as a useful in-vivo chemosensitivity test of thoracic and abdominal tumors and it can be done in a short time for a rapid interpretation of tumor responsiveness to anticancer chemotherapeutic drugs. It has been reported that various kinds of cancer cells can be implantable to the kidney, but so far there is no comparative study of xenogeneic cell implantation on liver, spleen and kidney. The author implanted the human lung cancer cells under the capsule of S.D rat's liver, spleen and kidney respectively and compared the pattern of growth and histology. Material and Method: After incubation of human lung cancer cell line (SW-900 G IV) in RPMI 1640 (Leibovitz L-15 medium) culture media, 3${\times}$3${\times}$3 mm size fibrin clots which contain 108 cancer cells were made. Thereafter the fibrin clots were implanted at subcapsule area of liver, spleen and kidney of S.D. female rat. For immune suppression, cyclosporin-A (80 mg/Kg) was injected subcutaneously daily from post-implantation first day to sixth day. The body weight was measured at pre and post implantation periods. The growth pattern and the size of tumor mass were observed and the pathologic examination and serum tumor marker tests were performed. Result: Body weight increased in both of control and experimental groups. Serum Cyfra 21-1 was not detected. Serum levels of CEA and NSE revealed no significant change. The SCC-Ag increased significantly in implanted group. The growth rate of human lung cancer cells which was implanted on spleen was higher than on liver or kidney. The surface area, thickness, and volume of tumor mass were predominant at spleen. The success rates of implantation were 80% on kidney, 76.7% on spleen and 43.3% on liver. Pathologic examination of implanted tumors showed characteristic findings according to different organs. Tumors that were implanted on kidney grew in a round shape, small and regular pattern. In the spleen, tumors grew well and microscopic neovascularization and tumor thrombi were also found, but the growth pattern was irregular representing frequent daughter mass. Human lung cancer cells that were implanted in the liver, invaded to the liver parenchyme, and had low success rate of implantation. Microscopically, coagulation necrosis and myxoid fibrous lesion were observed. Conclusion: The success rate of implantation was highest in the kidney. And the mass revealed regular growth that could be measured easily. The SCC-Ag was presented earlier than CEA or Cyfra21-1. The Cyfra21-1 was not detected at early time after implantation. The best model for tumor implantation experiment for chemosensitivity test was subrenal capsular analysis than liver and spleen and the useful serum tumor marker in early period of implantation was the SCC-Ag.