• Investigative Magnetic Resonance Imaging
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• 제26권1호
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• pp.1-9
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• 2022

Artificial intelligence (AI) powered by deep learning (DL) has shown remarkable progress in image recognition tasks. Over the past decade, AI has proven its feasibility for applications in medical imaging. Various aspects of clinical practice in neuroimaging can be improved with the help of AI. For example, AI can aid in detecting brain metastases, predicting treatment response of brain tumors, generating a parametric map of dynamic contrast-enhanced MRI, and enhancing radiomics research by extracting salient features from input images. In addition, image quality can be improved via AI-based image reconstruction or motion artifact reduction. In this review, we summarize recent clinical applications of DL in various aspects of neuroimaging.

• 자동차안전학회지
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• 제4권2호
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• pp.37-43
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• 2012

The purpose of this research is to obtain and analyze dynamic responses from human volunteers for the development of the human-like mechanical or mathematical model for Korean males in automotive rear collisions. This paper focused on the introduction to a low-speed rear impact sled test involving Korean male subjects, and the accumulation of the motion of head and neck. A total of 50 dynamic rear impact sled tests were performed with 50 human volunteers, who are 30-50 year-old males. Each subject can be involved in only one case to prevent any injury in which he was exposed to the impulse that was equivalent to a low-speed rear-end collision of cars at 5-8 km/h for change of velocity, so called, ${\Delta}V$. All subjects were examined by an orthopedist to qualify for the test through the medical check-up of their necks and low backs prior to the test. The impact device is the pendulum type, tuned to simulate the crash pulse of a real vehicle. All motions and impulses were captured and measured by motion capture systems and pressure sensors on the seat. Dynamic responses of head and T1 were analyzed in two cases(5 km/h, 8 km/h) to compare with the results in the previous studies. After the experiments, human subjects were examined to check up any change in the post medical analysis. As a result, there was no change in MRI and no injury reported. Six subjects experienced a minor stiffness on their back for no more than 2 days and got back to normal without any medical treatment.

• 대한의용생체공학회:의공학회지
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• 제25권4호
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• pp.243-251
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• 2004

자기공명 관류영상기법을 이용하여 고양이 뇌 지방색전증 유발한 후 대뇌혈류량을 정량적으로 분석하고 동적특성 변화를 구현하고자 하였다. 고양이 44마리를 대상으로 일측 내경동맥에 트리올레인 (n=15), 올레익 (n=9) 및 리노레익 (n=11)을 주입하여 뇌 지방색전을 유발시켰고, 대조군으로는 이바론 입자 (n=9)를 주입하여 색전이 유발되게 하였다. 그 후 30분과 2시간에 각각 T2강조, 확산강조영상을 획득하고 가장 색전이 많이 일어난 부위에서 관류강조영상을 얻었다. 획득한 데이터는 자체 개발한 영상처리 프로그램과 IDL 소프트웨어를 이용하여 신호강도 곡선을 ΔR$_2$＊ 곡선으로 변환한 후 적분하여 뇌혈류량을 측정하였다. 모든 군에서 병변부위의 뇌혈류량은 정상부위에 비해 감소하였다. 실험 각 군별 뇌혈류량 비는 시간경과에 따라 유의한 차이가 있었으며 (P＜0.005), 2시간에서는 30분에 비해 뇌혈류량이 다소 회복되었다. 뇌 지방색전증의 초기에는 혈류량이 감소하였다. 뇌경색 발생시 조기에 DWI와 PWI을 획득하여 뇌 혈류량의 다양한 동적변화 특성 및 혈류역학적 변화에 대한 정보를 임상적으로 제공 할 수 있으리라 여겨진다.

• 대한정형외과 초음파학회지
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• 제1권1호
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• pp.27-30
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• 2008

발음성 삼두근 증후군은 주관절을 굴곡하거나 신전할 때 삼두근 말단부 일부와 척골 신경이 내상과 전방으로 탈구되는 드문 질환이다. 이학적 검사 만으로는 다른 질환으로 오진되는 경우가 많아 정확한 진단이 필수적이며 확진을 위하여는 척골 신경 및 삼두근의 비정상적인 움직임을 관찰할 수 있는 영상 검사가 필요하다. 초음파 검사는 자기 공명 영상 촬영 등 다른 검사에 비해 간편하고 효과적으로 연부 조직의 동적 검사를 시행할 수 있는 장점이 있다. 저자들은 발음성 삼두근 증후군 환자를 동적 초음파 검사를 사용하여 진단하고 척골 신경 전방 전위술 및 삼두근 내두의 이전술을 시행하여 치유하였기에 문헌 고찰과 함께 초음파 검사의 유용성을 보고하고자 한다.

• 한국콘텐츠학회논문지
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• 제19권11호
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• pp.445-450
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• 2019

본 연구는 자기공명영상 동적검사 시 자동주입기의 사용에 따라 조영제 역류로 인한 생리식염수의 오염 현상을 실험적으로 증명함으로써, 오염된 실린지 재사용 문제의 심각성을 인식시키고자 하였다. 연구방법은 조영제 주입 전 생리식염수와 주입 후 생리식염수를 각각 채취한 다음, T1 강조영상을 획득하여 신호강도를 측정하여 비교하였다. 생리식염수의 주입 후 신호강도가 주입 전에 비해 523.43% 통계적으로 높게 나타났다(p<0.05). 이는 조영제 주입에 따른 압력에 의해 조영제가 관을 통해 역류하여 압력이 낮은 반대쪽 생리식염수를 오염시킨 것으로 분석되었다. 결론적으로 조영제 주입 시 사용하는 실린지는 조영제 역류로 인해 교차오염이 발생하므로 정량적 분석을 위한 검사 시 동일한 환자의 검사라도 검사순서를 변경하거나 실린지를 교체하여 오류를 방지해야 한다.

• Investigative Magnetic Resonance Imaging
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• 제22권1호
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• pp.26-36
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• 2018

Purpose: Children born with single ventricle physiology demonstrate poor growth rate and suffer from malnutrition, which lead to increased morbidity and mortality in this population. We assume that an anabolic steroid, oxandrolone, will promote growth in these infants by improving myocardial energy utilization. The purpose of this paper is to study the efficacy of oxandrolone on myocardial energy consumption in these infants. Materials and Methods: We modeled single ventricle physiology in a lamb by prenatally shunting the aorta to the pulmonary artery and then postnatally, we monitored cardiac energy utilization by quantitatively measuring the first order reaction rate constant, $k_f$ of the creatine-kinase reaction in the heart using magnetization transfer $^{31}P$ magnetic resonance spectroscopy, home built $^1H/^{31}P$ transmit/receive double tuned coil, and transmit/receive switch. We also performed cine MRI to study the structure and dynamic function of the myocardium and the left ventricular chamber. The spectroscopy data were processed using home-developed python software, while cine data were analyzed using Argus software. Results: We quantitatively measured both the first order reaction rate constant and ejection fraction in the control, shunted, and the oxandrolone-treated lambs. Both $k_f$ and ejection fraction were found to be more significantly reduced in the shunted lambs compared to the control lambs, and they are increased in oxandrolone-treated lambs. Conclusion: Some improvement was observed in both the first order reaction rate constant and ejection fraction for the lamb treated with oxandrolone in our preliminary study.

• 대한정형외과 초음파학회지
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• 제3권1호
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• pp.38-46
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• 2010

고관절에 위치한 골, 관절 및 주위 연부 조직의 병변은 고관절의 통증을 유발할 수 있다. 이를 진단하기 위해 기초적인 이학적 검사와 단순 방사선 검사를 시행하고, 경우에 따라 CT, MRI 등을 이용하였다. 그러나 건과 점액낭 등의 연부조직 병변 대해서는 초음파 검사가 비침습적이고 역동적인 검사가 가능하고, 고관절에 대한 수술 후 추시 검사 수단으로도 사용할 수 있다. 그러나 성인의 고관절은 심부에 위치하여 그 검사가 힘들고 비만인 환자에게는 적용하기 힘든 경우도 있다. 이에 고관절 주위의 구조물들의 정상적 초음파 소견과 고관절 질환의 병적 소견을 알아보고 또한 기타 활용 방안에 대해 설명하였다.

• 대한기계학회논문집A
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• 제35권5호
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• pp.517-523
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• 2011

전방십자인대 부상은 스포츠 활동 중에 빈번하게 발생하며 주로 수술적 치료가 행해진다. 전방십자인대는 전내측과 후외측 다발로 구분되는데 주로 전내측 다발만 재건되는 한다발 재건술이시술되고 있다. 후외측 다발은 경골의 내회전을 복원하는데 효과적이라는 실험 결과가 보고된 바있지만 부상을 야기하는 역동적인 착지동작에서의 역할에 대한 연구가 필요하다. MRI 영상을 이용하여개발된 3차원 슬관절 모델에 인체실험 자료를 입력한 시뮬레이션으로 착지동작 시에 후외측 다발 및두다발 재건술이 얼마나 경골의 내회전을 제어하는지 알아보았다. 본 연구는 후외측 다발 방향의재건이 전내측 다발보다 착지동작 시에 경골 내회전을 효과적으로 감소시키며 두다발 재건술 또한슬관절 회전 안정성을 향상시킴을 밝혔다.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제38권3호
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• pp.139-144
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• 2012

This study was performed in order to evaluate the occurrence of temporomandibular joint disorder after surgical correction of skeletal class II malocclusion. Materials and Methods: This study included 21 patients who underwent orthognathic surgery for the correction of dentofacial deformities by a single surgeon at Mokdong Hospital, Ewha Womans University from 2000 to 2010. They underwent bilateral sagittal split ramus osteotomy for the treatment of undesirable mandibular advancement. The temporomandibular disorder (TMD) symptoms prior to surgery were recorded and the radiographic evaluation (panorama, bone scan, and magnetic resonance imaging [MRI]) of the post-surgery temporomandibular joint (TMJ) were assessed in order to evaluate condylar resorption, remodeling and disc displacement. The minimum follow-up period, including orthodontic treatment, was 12 months. Orthognathic procedures included 1-jaw surgery (n=8 patients) and 2-jaw surgery (n=13 patients). The monocortical plate was used for bilateral sagittal split ramus osteotomy fixation. Results: Among class II malocclusion patients with TMD symptom, clicking improved in 29.1%, and maximum mouth opening increased from $34.5{\pm}2.1$ mm to $37.2{\pm}3.5$ mm. The differences were not statistically significant, however. Radiographic changes in bone scan improved slightly based on the report by radiologist but not in TMJ dynamic MRI. Conclusion: No particular improvements were found in patients with joint sound only. Patients with limitation of mouth opening showed an increase in the degree of opening, but the difference was not statistically significant (P>0.05).

• Investigative Magnetic Resonance Imaging
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• 제23권4호
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• pp.351-360
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• 2019

Purpose: To investigate noninvasive biomarkers for predicting treatment response in patients with locally advanced HCC who underwent concurrent chemoradiotherapy (CCRTx). Materials and Methods: Thirty patients (55.5 ± 10.2 years old, M:F = 24:6) who underwent CCRTx due to advanced HCC were enrolled. Contrast-enhanced US (CEUS) and dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) were obtained before and immediately after CCRTx. The third CEUS was obtained at one month after CCRTx was completed. Response was assessed at three months after CCRTx based on RECIST 1.1. Quantitative imaging biomarkers measured with CEUS and MRI were compared between groups. A cutoff value was calculated with ROC analysis. Overall survival (OS) was compared by the Breslow method. Results: Twenty-five patients were categorized into the non-progression group and five patients were categorized into the progression group. Peak enhancement of the first CEUS before CCRTx (PE1) was significantly lower in the non-progression group (median, 18.6%; IQR, 20.9%) than that in the progression group (median, 59.1%; IQR, 13.5%; P = 0.002). There was no significant difference in other quantitative biomarkers between the two groups. On ROC analysis, with a cutoff value of 42.6% in PE1, the non-progression group was diagnosed with a sensitivity of 90.9% and a specificity of 100%. OS was also significantly longer in patients with PE1 < 42.6% (P = 0.014). Conclusion: Early treatment response and OS could be predicted by PE on CEUS before CCRTx in patients with HCC.