• 제목/요약/키워드: multimodal imaging

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Multimodal neuroimaging in presurgical evaluation of childhood epilepsy

  • Jung, Da-Eun;Lee, Joon-Soo
    • Clinical and Experimental Pediatrics
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    • 제53권8호
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    • pp.779-785
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    • 2010
  • In pre-surgical evaluation of pediatric epilepsy, the combined use of multiple imaging modalities for precise localization of the epileptogenic focus is a worthwhile endeavor. Advanced neuroimaging by high field Magnetic resonance imaging (MRI), diffusion tensor images, and MR spectroscopy have the potential to identify subtle lesions. $^{18}F$-FDG positron emission tomography and single photon emission tomography provide visualization of metabolic alterations of the brain in the ictal and interictal states. These techniques may have localizing value for patients which exhibit normal MRI scans. Functional MRI is helpful for non-invasively identifying areas of eloquent cortex. These advances are improving our ability to noninvasively detect epileptogenic foci which have gone undetected in the past and whose accurate localization is crucial for a favorable outcome following surgical resection.

대흉근에서 발생한 과립 세포 종양: 유방촬영술에서 보이는 드문 유방외 병변 (Granular Cell Tumor Originating from the Pectoral Muscle: A Rare Extramammary Finding on Mammography)

  • 유현규;송성은;이정현;조규란
    • 대한영상의학회지
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    • 제83권5호
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    • pp.1195-1200
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    • 2022
  • 과립 세포 종양은 드문 연조직 종양으로써 주로 혀의 줄무늬 근육에서 발생한다. 과립 세포 종양이 대흉근에서 발생한 예는 매우 드물게 보고되었다. 이에 저자들은 유방 아래의 대흉근에 발생한 과립 세포 종양의 증례를 다양한 영상 소견과 함께 보고하고자 한다.

소동물 영상시스템의 국내 개발 현황 (Developments of Small Animal Imaging Systems in Korea)

  • 이수열
    • 대한의용생체공학회:의공학회지
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    • 제30권1호
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    • pp.1-9
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    • 2009
  • Many types of small animal imaging modalities, like micro-CT, micro-PET, and micro-SPECT, have been recently developed worldwide. Small animal imaging systems are now recognized as indispensable tools to validate efficacy and safety of new drugs or new therapeutic methods using the animal disease models. With increasing demands for small animal imaging in biomedical research, multimodal small animal imaging systems, like micro-PET/CT or micro PET/MRI, are now also being developed. Small animal imaging with spatial resolution and sensitivity comparable to human imaging is quite challenging since laboratory small animals are much smaller than human beings. Research activities in Korea on small animal imaging systems are reviewed in this paper. In the field of micro-CT and micro-PET, many world-class technologies have been developed successfully in Korea. It is expected that the developed animal imaging system technologies can be used in the development of clinical imaging systems in Korea in the near future.

멀티모달 방식을 통한 가스 종류 인식 딥러닝 모델 개발 (Development of Gas Type Identification Deep-learning Model through Multimodal Method)

  • 안서희;김경영;김동주
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제12권12호
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    • pp.525-534
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    • 2023
  • 가스 누출 감지 시스템은 가스의 폭발성과 독성으로 인한 인명 피해를 최소화할 핵심적인 장치이다. 누출 감지 시스템은 대부분 단일 센서를 활용한 방식으로, 가스 센서나 열화상 카메라를 통한 검출 방식으로 진행되고 있다. 이러한 단일 센서 활용의 가스 누출감지 시스템 성능을 고도화하기 위하여, 본 연구에서는 가스 센서와 열화상 이미지 데이터에 멀티모달형 딥러닝을 적용한 연구를 소개한다. 멀티모달 공인 데이터셋인 MultimodalGasData를 통해 기존 논문과의 성능을 비교하였고, 가스 센서와 열화상 카메라의 단일모달 모델을 기반하여 네 가지 멀티모달 모델을 설계 및 학습하였다. 이를 통해 가스 센서와 열화상 카메라는 각각 1D CNN, GasNet 모델이 96.3%와 96.4%의 가장 높은 성능을 보였다. 앞선 두 단일모달 모델을 기반한 Early Fusion 형식의 멀티모달 모델 성능은 99.3%로 가장 높았으며, 또한 기존 논문의 멀티모달 모델 대비 3.3% 높았다. 본 연구의 높은 신뢰성을 갖춘 가스 누출 감지 시스템을 통해 가스 누출로 인한 추가적인 피해가 최소화되길 기대한다.

Using Spatial Ontology in the Semantic Integration of Multimodal Object Manipulation in Virtual Reality

  • Irawati, Sylvia;Calderon, Daniela;Ko, Hee-Dong
    • 한국HCI학회논문지
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    • 제1권1호
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    • pp.9-20
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    • 2006
  • This paper describes a framework for multimodal object manipulation in virtual environments. The gist of the proposed framework is the semantic integration of multimodal input using spatial ontology and user context to integrate the interpretation results from the inputs into a single one. The spatial ontology, describing the spatial relationships between objects, is used together with the current user context to solve ambiguities coming from the user's commands. These commands are used to reposition the objects in the virtual environments. We discuss how the spatial ontology is defined and used to assist the user to perform object placements in the virtual environment as it will be in the real world.

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세라믹 LDH 나노하이브리드를 이용한 MRI 조영제의 최신 연구동향 (Recent Progress in MRI Contrast Agent with Ceramic LDH Nanohybrids)

  • 하성진;김문희;박대환
    • 세라미스트
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    • 제22권3호
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    • pp.269-280
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    • 2019
  • Ceramic layered double hydroxide (LDH) nanohybrids have attracted considerable interest in biomedical science due to their unique structural feature and characteristics in biological condition. Many studies on LDH nanoparticles have been reported in diagnosis applications including magnetic resonance imaging (MRI) contrast agents in order to not only provide better imaging performance through multimodal imaging strategy, but realize therapeutic function which treat cancers in one platform. This review highlights the recent progress in MRI T1 contrast agent, dual modal imaging system, and MRI-guided drug delivery systems ranging from synthetic method and characterization to evaluation in vitro and in vivo based on the ceramic LDH nanohybrids. Future research directions are also suggested for next-generation bio-imaging contrast agent.

Fast MRI in Acute Ischemic Stroke: Applications of MRI Acceleration Techniques for MR-Based Comprehensive Stroke Imaging

  • You, Sung-Hye;Kim, Byungjun;Kim, Bo Kyu;Park, Sang Eun
    • Investigative Magnetic Resonance Imaging
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    • 제25권2호
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    • pp.81-92
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    • 2021
  • The role of neuroimaging in patients with acute ischemic stroke has been gradually increasing. The ultimate goal of stroke imaging is to make a streamlined imaging workflow for safe and efficient treatment based on optimized patient selection. In the era of multimodal comprehensive imaging in strokes, imaging based on computed tomography (CT) has been preferred for use in acute ischemic stroke, because, despite the unique strengths of magnetic resonance imaging (MRI), MRI has a longer scan duration than does CT-based imaging. However, recent improvements, such as multicoil technology and novel MRI acceleration techniques, including parallel imaging, simultaneous multi-section imaging, and compressed sensing, highlight the potential of comprehensive MR-based imaging for strokes. In this review, we discuss the role of stroke imaging in acute ischemic stroke management, as well as the strengths and limitations of MR-based imaging. Given these concepts, we review the current MR acceleration techniques that could be applied to stroke imaging and provide an overview of the previous research on each essential sequence: diffusion-weighted imaging, gradient-echo, fluid-attenuated inversion recovery, contrast-enhanced MR angiography, and MR perfusion imaging.

다모드 디지털 사진 영상 시스템을 이용한 피부 손상의 진단적 분석에 대한 연구 : DermaVision-Pro (Multimodal Digital Photographic Imaging System for Total Diagnostic Analysis of Skin Lesions: DermaVision-Pro)

  • 배영우;김은지;정병조
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 학술대회 논문집 정보 및 제어부문
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    • pp.153-154
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    • 2008
  • Digital photographic analysis is currently considered as a routine procedure in clinic because periodic follow-up examinations can provide meaningful information for diagnosis. However, it is impractical to separately evaluate all suspicious lesions with conventional digital photographic systems, which have inconsistent characteristics of the environmental conditions. To address the issue, it is necessary for total diagnostic evaluation in clinic to integrate conventional systems. Previously, a multimodal digital photographic imaging system, which provides a conventional color image, parallel and cross polarization color images and a fluorescent color image, was developed for objective evaluation of facial skin lesions. Based on our previous study, we introduce a commercial product, "DermaVision-PRO," for routine use in clinical application in dermatology. We characterize the system and describe the image analysis methods for objective evaluation of skin lesions. In order to demonstrate the validity of the system in dermatology, sample images were obtained from subjects with various skin disorders, and image analysis methods were applied for objective evaluation of those lesions.

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촉각적 심상화를 위한 다중감각 단서가 지각된 소유감에 미치는 영향 (The Effects of Multi-Modal Cue for Haptic Imagery on Perceived Ownership)

  • 김민선;한광희
    • 감성과학
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    • 제20권3호
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    • pp.49-60
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    • 2017
  • 기존 연구들은 단순히 실물을 만지는 것만으로도 그 대상에 대해 심리적 소유감이 형성되고 그 가치를 높게 평가하게 되는 소유효과가 발생한다는 것을 발견하였다. 또한 단순히 만지는 상상을 하는 경우에도 실물을 만지는 것과 같은 효과가 나타난다는 것이 발견되었다. 기존의 촉각적 심상화 연구에서는 실물을 만지는 상상을 하라는 직접적인 지시에 따른 촉각적 심상화의 효과를 밝혔으나 본 연구에서는 실물을 만지는 상상을 하라는 직접적인 지시보다 촉각적 상상을 자연스럽게 유도할 수 있는 효과적인 방법을 탐색해보았다. 상상유도 조건을 상품에 대한 시각적, 촉각적 단서가 일치하는 다중감각 단서 일치 조건, 불일치하는 다중감각 단서 불일치 조건, 상상하라는 직접적 지시 조건, 통제조건으로 조작하여 촉각적 상상의 생생함, 물리적 통제감, 지각된 소유감, 구매의도에 미치는 효과를 비교하였다. 140명의 대학생을 대상으로 실험을 실시하여 분석한 결과, 시각적 단서와 촉각적 단서가 일치하도록 제공한 다중감각 단서는 촉각적 상상을 직접적으로 지시하였을 때보다도 효과적인 것으로 나타났으며 시각적, 촉각적 단서가 불일치한 경우는 효과적이지 않은 것으로 나타났다. 본 연구는 촉각적 심상화 연구에서 한걸음 나아간 시도이며 온라인 쇼핑과 같이 실물을 보거나 만질 수 없는 환경에서의 상품 제시 방법에 대한 함의점을 제공하는데 의의가 있다.

Anomalous Origin of the Coronary Artery from the Pulmonary Artery in Children and Adults: A Pictorial Review of Cardiac Imaging Findings

  • Hyun Woo Goo
    • Korean Journal of Radiology
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    • 제22권9호
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    • pp.1441-1450
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    • 2021
  • Anomalous origin of the coronary artery from the pulmonary artery is a rare and potentially fatal congenital heart defect. Up to 90% of infants with an anomaly involving the left coronary artery die within the first year of life if left untreated. Patients who survive beyond infancy are at risk of sudden cardiac death. Cardiac CT and MRI are increasingly being used for the accurate diagnosis of this anomaly for prompt surgical restoration of the dual coronary artery system. Moreover, life-long imaging surveillance after surgery is necessary for these patients. In this pictorial review, multimodal cardiac imaging findings of this rare and potentially fatal coronary artery anomaly are comprehensively discussed, and representative images are provided to facilitate the understanding of this anomaly.