• Title/Summary/Keyword: Lesion detection

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Application of Artificial Intelligence in Capsule Endoscopy: Where Are We Now?

  • Hwang, Youngbae;Park, Junseok;Lim, Yun Jeong;Chun, Hoon Jai
    • Clinical Endoscopy
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    • v.51 no.6
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    • pp.547-551
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    • 2018
  • Unlike wired endoscopy, capsule endoscopy requires additional time for a clinical specialist to review the operation and examine the lesions. To reduce the tedious review time and increase the accuracy of medical examinations, various approaches have been reported based on artificial intelligence for computer-aided diagnosis. Recently, deep learning-based approaches have been applied to many possible areas, showing greatly improved performance, especially for image-based recognition and classification. By reviewing recent deep learning-based approaches for clinical applications, we present the current status and future direction of artificial intelligence for capsule endoscopy.

Magnetization Transfer Contrast Angiography for Organized Thrombosed Intracranial Aneurysm in TOF MR Angiography: a Case Report

  • Kang, Dong-Hun;Lee, Hui Joong
    • Investigative Magnetic Resonance Imaging
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    • v.22 no.4
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    • pp.266-271
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    • 2018
  • A 66-year-old woman was referred for treatment of incidental detection of two intracranial aneurysms. Time-of-flight MR angiography (TOF MRA) revealed two aneurysms at the M1 segment of the right middle cerebral artery, and clinoid segment of left internal carotid artery, respectively. On digital subtraction angiography, there was a saccular aneurysm on the left internal carotid artery, but the other aneurysm was not detected on the right middle cerebral artery. Based on comprehensive review of imaging findings, organized thrombosed aneurysm was judged as the most likely diagnosis. In the presented report, magnetization transfer (MT) pulse to TOF MRA was used, to differentiate aneurysm-mimicking lesion on TOF MRA. We report that MT technique could be effective in differentiating true aneurysm, from possible T1 high signal artifact on TOF MRA.

Diagnosis of Acute Leukemia from Oral Manifestation

  • Kang, Min-Hye;On, Dohyun;Kim, Jin Woo;Ryu, Jaeyoung
    • Journal of Korean Dental Science
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    • v.11 no.2
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    • pp.82-85
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    • 2018
  • Leukemia is a hematological malignant disease with various clinical symptoms. Due to the fatal nature of the disease, early detection is important. Oral manifestations include ulcers and gingival enlargement with bleeding. Moreover, myeloid sarcoma or opportunistic infections may also occur. This report introduces a 31-year-old male presenting with generalized gingival enlargement with bleeding and another 81-year-old female with neoplasm on the left retromolar area. Both were diagnosed as acute monocytic leukemia. These cases implicate that gingival enlargement or mucosal lesion in the oral cavity may represent underlying systemic diseases. Related to this, it has to be reminded that making timely diagnosis and referral according to the clinical findings is crucial.

ROI Extraction Method for Lesion Detection in Contrast-Enhanced Ultrasonography (조영증강 초음파 동영상에서 병변 탐색을 위한 ROI 추출기법)

  • Gwak, Seong-Hoon;Kang, Ji-Hyeon;Lee, Hye-Min;Kim, Ho-Joon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.11a
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    • pp.1312-1314
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    • 2013
  • 본 연구에서는 조영증강 의료 초음파 영상에서 효과적인 병변 탐색을 위한 방법론을 고찰한다. 병변 영상을 포함하는 ROI 추출을 위하여 조영효과의 전이 형태에 대한 단계 분할 기법과 동적 프로젝션 데이터의 분석 기법을 제안한다. 프레임간 유사도 척도의 분석을 통하여 비정상 프레임을 제거한 후 조영제의 도달시간(AT: Arrival Time)과 확산구간을 추출하여 탐색 대상 데이터의 양을 감소시킨다. 대상구간에서 초음파 영상의 수평방향 및 수직방향 프로젝션 데이터에 대한 동적 특성을 분석함으로써 후보영역을 추출하며 마이크로 버블의 추출, 조영효과의 증가속도 및 비율 등의 요소를 고려하여 ROI 를 선별하고 그 형태를 재조정한다. 부수적으로, 대상영역에서의 각 픽셀정보에 대하여 명도변화곡선(TIC) 특성분석을 통하여 영상을 재구성하고 병변영상의 형태와 윤곽선을 추출하게 된다.

Infectious Myositis of the Jaw Presenting as Trismus of Unknown Origin

  • Kim, Hee-Young;Chung, Jin-Woo
    • Journal of Oral Medicine and Pain
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    • v.45 no.4
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    • pp.115-119
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    • 2020
  • Infectious myositis, an infection of the skeletal muscles, is a rare condition and potentially life-threatening if not detected and treated in the early stages. This clinical entity may arise from various pathogens, such as bacteria, fungi, parasites, and viruses. A propagation of contiguous infection, penetrating trauma, vascular insufficiency, or hematogenous spreading of microorganisms can cause infectious myositis. Though several cases have been reported in large muscle groups in the lower extremities, there are only a few reports on infectious myositis of the masticatory muscles. We report three cases of infectious myositis presenting jaw pain and trismus. Unlike a common head and neck infection caused by the spreading of odontogenic origin, the early diagnosis of infectious myositis was difficult because no specific lesion suspected to be the infection source was observed in the physical examination and the plain radiographs. Advanced imaging modalities such as computed tomography and magnetic resonance imaging, and laboratory evaluation is useful for the early detection of infectious myositis.

Ultrasound-Guided Intervention for Breast Lesions (유방 병변에 대한 초음파 유도하 중재 시술)

  • Eun Young Ko
    • Journal of the Korean Society of Radiology
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    • v.84 no.2
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    • pp.332-344
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    • 2023
  • The role of ultrasound-guided interventions in the diagnosis and treatment of breast lesions is gaining importance and prevalence, particularly as the instances of non-palpable breast lesion detection, breast-conserving surgery, and neoadjuvant chemotherapy are increasing. This review attempts to summarize the types and techniques of breast ultrasound-guided interventional procedures, such as biopsy, tissue marker insertion, and preoperative localization, and their indications. Furthermore, we highlight the pro and cons of the most commonly used procedures with the intention of promoting their use in clinical practice.

Modified Toluidine Blue: an Alternative Stain for Helicobacter pylori Detection in Routine Diagnostic Use and Post-eradication Confirmation for Gastric Cancer Prevention

  • Sakonlaya, Dussadee;Apisarnthanarak, Anucha;Yamada, Nobutaka;Tomtitchong, Prakitpunthu
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.16
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    • pp.6983-6987
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    • 2014
  • Background: Modified toluidine blue staining (MTBs) is a simple, inexpensive and time saving method to detect H. pylori in gastric biopsy specimens. As a metachromatic stain, it simultaneously highlights intestinal metaplasia, a gastric cancer precancerous lesion. The aim of this study was to assess the reliability of MTBs compared with hematoxylin-eosin (H&E) for H. pylori detection using immunoperoxidase staining as the gold standard. This technique would be beneficial for a routine diagnosis and confirmation of H. pylori eradication in developing countries where endoscopic-based approaches are dominant. Materials and Methods: Esophagogastroduodenoscopy with triple site gastric biopsies was undertaken in 207 dyspeptic patients at Thammasat University Hospital, Thailand between 1997 and 1999. H&E, MTBs and immunoperoxidase staining were applied to each specimen. The presence or absence of H. pylori with each stain was interpreted separately and the sensitivity, specificity, positive and negative predictive values of H&E and MTBs were calculated. Results: A total of 282 specimens from 207 patients were evaluated. Using immunoperoxidase staining, organisms were positive in 117 specimens (41%). MTBs proved almost equally sensitive as immunoperoxidase (99%) and significantly more sensitive than H&E (85%). It has comparable specificity (96% vs 96%), PPV (95% vs 94%), and NPV (99% vs 90%) to H&E, using immunoperoxidase staining as gold standard. MTBs compared with immunoperoxidase staining, is cheaper (2 USD vs 12 USD) and faster (20 min vs 16 hrs) compared to immunoperoxidase staining. Conclusions: MTBs is effective, economical and easy to use in daily practice for the detection of H. pylori in gastric biopsy specimens. In addition to saving time in evaluating H. pylori associated gastritis, with a high sensitivity and ability to demonstrate intestinal metaplasia, the technique may have a role in confirmation of H. pylori eradication for gastric cancer prevention in a developing country setting.

Application of Multiplex Nested Methylated Specific PCR in Early Diagnosis of Epithelial Ovarian Cancer

  • Wang, Bi;Yu, Lei;Yang, Guo-Zhen;Luo, Xin;Huang, Lin
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.7
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    • pp.3003-3007
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    • 2015
  • Objective: To explore the application of multiplex nested methylated specific polymerase chain reaction (PCR) in the early diagnosis of epithelial ovarian carcinoma (EOC). Materials and Methods: Serum and fresh tissue samples were collected from 114 EOC patients. RUNX3, TFPI2 and OPCML served as target genes. Methylation levels of tissues were assessed by multiplex nested methylated specific PCR, the results being compared with those for carcinoma antigen 125 (CA125). Results: The serum free deoxyribose nucleic acid (DNA) methylation spectrum of EOC patients was completely contained in the DNA spectrum of cancer tissues, providing an accurate reflection of tumor DNA methylation conditions. Serum levels of CA125 and free DNA methylation in the EOC group were evidently higher than those in benign lesion and control groups (p<0.05). Patients with early EOC had markedly lower serum CA125 than those with advanced EOC (p<0.05), but there was no significant difference in free DNA methylation (p>0.05). The sensitivity, specificity and positive predicative value (PPV) of multiplex nested methylated specific PCR were significantly higher for detection of all patients and those with early EOC than those for CA125 (p<0.05). In the detection of patients with advanced EOC, the PPV of CA125 detection was obviously lower than that of multiplex nested methylated specific PCR (p>0.05), but there was no significant difference in sensitivity (p>0.05). Conclusions: Serum free DNA methylation can be used as a biological marker for EOC and multiplex nested methylated specific PCR should be considered for early diagnosis since it can accurately determine tumor methylation conditions.

Diagnostic Performance of Breast MRI in the Evaluation of Contralateral Breast in Patients with Diagnosed Breast Cancer

  • Saeed, Shaista Afzal;Masroor, Imrana;Beg, Madiha;Idrees, Romana
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.17
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    • pp.7607-7612
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    • 2015
  • Aims: The purpose of our study was to evaluate the diagnostic performance of breast magnetic resonance imaging (MRI) in the evaluation of contralateral breast in patients with diagnosed breast cancer. A secondary objective was to determine accuracy of breast MRI in diagnosing multi-focal and multicentric lesions in the ipsilateral breast. Materials and Methods: Using a non-probability convenience sampling technique, patients with histopathologically diagnosed breast cancer with MRI of breast performed to exclude additional lesions were included. MRI findings were correlated with histopathology. In addition, follow-up imaging with mammography and ultrasound was also assessed for establishing stability of negative findings and for the detected of benign lesions. Results: Out of 157 MRI breast conducted during the period of 2008 to 2013, 49 were performed for patients with diagnosed breast cancer. The sample comprised of all females with mean age $50.7{\pm}11.0years$. The patient follow-up imaging was available for a period of 2-5 years. The sensitivity, specificity, and positive and negative predictive values of MRI in the detection of multifocal/multicenteric lesions was 85.7%, 88.8%, 60% and 96.6% respectively and for the detection of lesions in the contralateral breast were 100%, 97%, 83.3% and 100% respectively. Conclusions: Our study highlights the diagnostic performance and the added value of MRI in the detection of multifocal/multicenteric and contralateral malignant lesions. In patients with diagnosed breast cancer having dense breast parenchyma and with infiltrating lobular carcinoma as the index lesion MRI is particularly useful with excellent negative predictive value in the exclusion of additional malignant foci in the ipsilateral and contralateral breasts.

The p16INK4a Antibody Immobilization Method for Immonosensor Application

  • Yang, Li;Huang, Xian-He;Sun, Liang
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.12
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    • pp.5115-5118
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    • 2015
  • Background: The $p16^{INK4a}$ is a protein that expressed in Liquid-based cervical cytology specimens and has been proved link to cervical cancer. The $p16^{INK4a}$ could be detection by piezoelectric immunosensor and the immobilization of the $p16^{INK4a}$ antibody influence the sensitivity of the piezoelectric immunosensor. Materials and Methods: $5{\mu}L$ mouse polyclonal antibody against $p16^{INK4a}$ was bound onto the surface of immonosensor through two methods. (directly immobilized method; protein A method). Absorb of the $p16^{INK4a}$ antibody on the surface of immonosensor caused a shift in the resonant frequency of the immunosensor and The frequency changes recorded showed a better reproducibility. The activity of the immobilization antibody with the directly method and protein A method was tested with $p16^{INK4a}$ antigen. Results: The resonant frequency for different antibody immobilization methods were different, and the sensitivity for $p16^{INK4a}$ detection also different. Conclusions: The protein A method was found to be much more better than the directly method for the immobilization of the p16INK4A antibody on the gold electrode of the quartz crystal for cervical lesion detection. The Protein A method created more reproducible and stable immobilization antibody layers with p16INK4A antigen.