• 대한영상의학회지
• /
• 제83권1호
• /
• pp.70-83
• /
• 2022

급성 관동맥 증후군(acute coronary syndrome)은 대부분 죽상경화 관상동맥 질환(atherosclerotic coronary artery disease)에 의해 발생하지만, 비죽상경화 관상동맥 질환에서도 발생할 수 있다. 고식적 관상동맥 혈관조영술은 동맥 내강의 협착이나 확장 등의 형상에 대한 정보만을 제공하고, 동맥경화반이나 동맥벽에 대한 평가가 어려워 관상동맥 이상의 원인 질환의 진단에 낮은 특이도를 보인다. 반면, 관상동맥 전산화단층촬영 혈관조영술은 혈관경화반의 특징, 혈관벽의 조영증강뿐 아니라 연접한 대동맥이나 폐동맥의 변화 등도 함께 관찰할 수 있어, 비죽상경화 관상상동맥질환의 진단 및 다양한 원인 감별에 도움이 된다. 따라서 이종설에서는 다양한 비죽상경화 관상동맥 질환들을 소개하고, 이의 병태생리 및 대표적인 관상동맥 전산화단층촬영 혈관조영술의 영상 소견에 대해 설명하고자 한다.

• Korean Journal of Radiology
• /
• 제22권11호
• /
• pp.1764-1776
• /
• 2021

Objective: This study aimed to validate a deep learning-based fully automatic calcium scoring (coronary artery calcium [CAC]_auto) system using previously published cardiac computed tomography (CT) cohort data with the manually segmented coronary calcium scoring (CAC_hand) system as the reference standard. Materials and Methods: We developed the CAC_auto system using 100 co-registered, non-enhanced and contrast-enhanced CT scans. For the validation of the CAC_auto system, three previously published CT cohorts (n = 2985) were chosen to represent different clinical scenarios (i.e., 2647 asymptomatic, 220 symptomatic, 118 valve disease) and four CT models. The performance of the CAC_auto system in detecting coronary calcium was determined. The reliability of the system in measuring the Agatston score as compared with CAC_hand was also evaluated per vessel and per patient using intraclass correlation coefficients (ICCs) and Bland-Altman analysis. The agreement between CAC_auto and CAC_hand based on the cardiovascular risk stratification categories (Agatston score: 0, 1-10, 11-100, 101-400, > 400) was evaluated. Results: In 2985 patients, 6218 coronary calcium lesions were identified using CAC_hand. The per-lesion sensitivity and false-positive rate of the CAC_auto system in detecting coronary calcium were 93.3% (5800 of 6218) and 0.11 false-positive lesions per patient, respectively. The CAC_auto system, in measuring the Agatston score, yielded ICCs of 0.99 for all the vessels (left main 0.91, left anterior descending 0.99, left circumflex 0.96, right coronary 0.99). The limits of agreement between CAC_auto and CAC_hand were 1.6 ± 52.2. The linearly weighted kappa value for the Agatston score categorization was 0.94. The main causes of false-positive results were image noise (29.1%, 97/333 lesions), aortic wall calcification (25.5%, 85/333 lesions), and pericardial calcification (24.3%, 81/333 lesions). Conclusion: The atlas-based CAC_auto empowered by deep learning provided accurate calcium score measurement as compared with manual method and risk category classification, which could potentially streamline CAC imaging workflows.

• 한국음향학회지
• /
• 제36권5호
• /
• pp.361-369
• /
• 2017

뇌혈관 질환의 발생 및 진행 기작을 이해하고 그 질환의 조기진단과 진행예측을 위해서는 경동맥 분지에서의 혈류역학 정보가 매우 중요하다. 본 논문에서는 정상인 경동맥 분지 탄성 모형 혈관과 생체 외 돼지혈액을 이용하여 모의박동 혈액 순환 시스템을 구축하여 혈류를 조절하면서 혈관과 혈액의 초음파 영상을 내부 압력과 시간 동기화하여 측정하였다. 박동 펌프의 박동률이 분당 20회, 40회, 60회(r/min)일 때의 초음파 영상의 에코 값, 혈류속도, 혈관 벽의 움직임, 혈압을 펌프의 5주기 동안 평균하여 한 주기의 데이터를 추출하였다. 결과로 박동률이 20 r/min, 40 r/min, 60 r/min일때 수축기 최고 혈류 속도는 각각 20 cm/s, 25 cm/s, 40 cm/s, 혈압 차는 각각 30 mmHg, 70 mmHg, 85 mmHg, 동맥벽은 각각 0.05 mm, 0.15 mm, 0.25 mm로 확장 하였다. 에코의 주기적 변화는 혈류속도와 압력과는 시간 지연이 있었으며 20 r/min에서는 변화량이 최소였다. 이러한 시간 동기화된 인자들의 주기적 변화는 전산혈류역학 실험의 정확한 입력정보와 검증을 위한 중요한 정보이며 경동맥 협착 질환의 발생 및 진행 기작을 밝히는데도 유용한 정보를 제공할 것이다.

• 한국산학기술학회논문지
• /
• 제14권9호
• /
• pp.4313-4319
• /
• 2013

본 연구는 흑혈류영상 획득에서 고속스핀에코기법의 신호소실 현상을 이용하여 검사시간을 최소화시켜 환자의 불편을 줄이고 진단적 가치를 유지하고자 하였다. 연구방법은 흑혈류영상을 획득한 환자 32명을 대상으로, 기존의 이중역전회복기법과 새로운 기법인 고속스핀에코기법을 각각 적용한 후, 기법에 따른 혈류의 신호소거 차이를 알아보기 위해 T1, T2 강조영상에서 내경동맥 내강의 SNR과 CNR을 비교 평가하였다. 연구결과, SNR은 고속스핀에코기법이 이중역전회복기법 보다 T1, T2 강조영상에서 11.49%(4.73), 13.66%(6.03) 낮았으며, CNR은 고속스핀에코기법이 T1 강조영상에서 8.69%(15.04) 높았고, T2 강조영상에서 7.55% (13.17) 낮았으나, 통계적 수준에서 두 기법간의 SNR과 CNR의 차이는 유의하지 않았다. 그러므로 흑혈류영상 획득 시 고속스핀에코기법을 이용한다면 진단적 가치는 유지하면서 검사시간을 최소화하여 환자의 불편을 줄일 수 있다고 판단된다.

• Journal of Korean Neurosurgical Society
• /
• 제61권2호
• /
• pp.212-218
• /
• 2018

Objective : Surgical clipping of the cerebral aenurysm is considered as a standard therapy with endovascular coil embolization. The surgical clipping is known to be superior to the endovascular coil embolization in terms of recurrent rate. However, a recurrent aneurysm which is initially treated by surgical clipping is difficult to handle. The purpose of this study was to research the management of the recurrent cerebral aneurysm after a surgical clipping and how to overcome them. Methods : From January 1996 to December 2015, medical records and radiologic findings of 14 patients with recurrent aneurysm after surgical clipping were reviewed retrospectively. Detailed case-by-case analysis was performed based on preoperative, postoperative and follow-up radiologic examinations and operative findings. All clinical variables including age, sex, aneurysm size and location, type and number of applied clips, prognosis, and time to recurrence are evaluated. All patients are classified by causes of the recurrence. Possible risk factors that could contribute to those causes and overcoming ways are comprehensively discussed. Results : All recurrent aneurysms after surgical clipping were 14 of 2364 (0.5%). Three cases were males and 11 cases were females. Mean age was 52.3. At first treatment, nine cases were ruptured aneurysms, four cases were unruptured aneurysms, and one case was unknown. Locations of recurrent aneurysm were determined; anterior communicating artery (A-com) (n=7), posterior communicating artery (P-com) (n=3), middle cerebral artery (n=2), anterior cerebral artery (n=1) and basilar artery (n=1). As treatment of the recurrence, 11 cases were treated by surgical clipping and three cases were treated by endovascular coil embolization. Three cases of all 14 cases occurred in a month after the initial treatment. Eleven cases occurred after a longer interval, and three of them occurred after 15 years. By analyzing radiographs and operative findings, several main causes of the recurrent cerebral aneurysm were found. One case was incomplete clipping, five cases were clip slippage, and eight cases were fragility of vessel wall near the clip edge. Conclusion : This study revealed main causes of the recurrent aneurysm and contributing risk factors to be controlled. To manage those risk factors and ultimately prevent the recurrent aneurysm, neurosurgeons have to be careful in the technical aspect during surgery for a complete clipping without a slippage. Even in a perfect surgery, an aneurysm may recur at the clip site due to a hemodynamic change over years. Therefore, all patients must be followed up by imaging for a long period of time.