• 제목/요약/키워드: Real-time cardiac MRI

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Fast Real-Time Cardiac MRI: a Review of Current Techniques and Future Directions

  • Wang, Xiaoqing;Uecker, Martin;Feng, Li
    • Investigative Magnetic Resonance Imaging
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    • 제25권4호
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    • pp.252-265
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    • 2021
  • Cardiac magnetic resonance imaging (MRI) serves as a clinical gold-standard non-invasive imaging technique for the assessment of global and regional cardiac function. Conventional cardiac MRI is limited by the long acquisition time, the need for ECG gating and/or long breathhold, and insufficient spatiotemporal resolution. Real-time cardiac cine MRI refers to high spatiotemporal cardiac imaging using data acquired continuously without synchronization or binning, and therefore of potential interest in overcoming the limitations of conventional cardiac MRI. Novel acquisition and reconstruction techniques must be employed to facilitate real-time cardiac MRI. The goal of this study is to discuss methods that have been developed for real-time cardiac MRI. In particular, we classified existing techniques into two categories based on the use of non-iterative and iterative reconstruction. In addition, we present several research trends in this direction, including deep learning-based image reconstruction and other advanced real-time cardiac MRI strategies that reconstruct images acquired from real-time free-breathing techniques.

적응 디지털 필터 기반의 MRI Cardiac Gating을 위한 심전도 신호의 MR Gradient 잡음 최소화 방법 (Minimizing MR Gradient Artefacts on ECG Signals for Cardiac Gating based on an Adaptive Digital Filter)

  • 박호동;장봉렬;이경중
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.817-818
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    • 2006
  • In Magnetic Resonance Imaging(MRI), the QRS complex of ECG is used as a trigger signal for MRI scan. But, gradient and RF(radio frequency) artifacts which are caused to static and dynamic field in MRI scanner cause interference in the ECG. Also, the signal shape of theses artifacts can be similar to the QRS-complex, causing possible misinterpretation during patient monitoring and false gating of the MRI. In case of using general FIR or IIR band-pass filters for minimizing the artifacts, artifact-reduction-ratio is not excellent. So, an adaptive real-time digital filter is proposed for reduction of noise by gradient and RF(radio frequency) artifacts. The proposed filter for MRI-Gating is based on the noise-canceller with NLMS(Normalized Least Mean Square) algorithm. The reference signals of the adaptive noise canceller are a combination of the noisy three channel ECG signals. In conclusions, the proposed method showed the acceptable quality of ECG signal with sufficient SNR for gating the MRI and possibility of real time implementation.

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다중 생체 신호를 이용한 심장 자기공명영상 스마트 트리거 시스템 (Multi-biological Signal-based Smart Trigger System for Cardiac MRI)

  • 양영중;박진호;홍혜진;안창범
    • 전기학회논문지
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    • 제63권7호
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    • pp.945-949
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    • 2014
  • In cardiac magnetic resonance imaging (CMRI), heart and respiratory motions are one of main obstacles in obtaining diagnostic quality of images. To synchronize CMRI to the physiological motions, ECG and respiratory gatings are commonly used. In this paper multi-biological signal (ECG, respiratory, and SPO2) based smart trigger system is proposed. By using multi-biological signal, the proposed system is robust to the induced noise such as eddy current when gradient pulsing is continuously applied during the examination. Digital conversion of the multi-biological signal makes the system flexible in implementing smart and intelligent algorithm to detect cardiac and respiratory motion and to reject arrhythmia of the heart. The digital data is used for real-time trigger, as well as signal display, and data storage which may be used for retrospective signal processing.

멀티 생체신호 동기 시스템을 이용한 심장자기공명영상 (Cardiac Magnetic Resonance Imaging Using Multi-physiological Intelligent Trigger System)

  • 박진호;윤종현;양영중;안창범
    • Investigative Magnetic Resonance Imaging
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    • 제18권3호
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    • pp.244-252
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    • 2014
  • 목적 : 멀티 생체신호를 이용한 지능형 실시간 심장과 호흡에 동기화 하는 시스템을 사용하여 심장자기공명영상을 수행하였다. 또한 멀티 생체신호를 측정하는 과정에서 유기될 수 있는 eddy current의 특성을 분석하였다. 대상 및 방법 : 멀티 생체신호 동기화 시스템에서는 심전도 신호와 호흡신호 외에 추가로 $SPO_2$ 정보를 수집하여 심장의 움직임에 동기화 하였다. 심장운동의 동기화는 심전도와 함께 $SPO_2$의 이차미분 신호를 이용할 수 있음을 보였다. 심장 동기화 과정에서 피검자의 움직임과 부정맥에 의해 발생할 수 있는 잘못된 동기신호를 평균 R-R 시간을 이용하여 제거하였다. 심장 영상화를 위한 시퀀스에서 경사자계의 스위칭에 의해 유기될 수 있는 eddy current의 특성을 분석하여 하드웨어 및 소프트웨어 필터로 차단하였다. 결과 : 제안된 동기화 시스템을 이용하여 심장과 호흡 운동에 동기화된 심장자기공명영상을 얻었다. 심전도 신호에서 피검자의 움직임과 부정맥에 의해 발생할 수 있는 동기신호를 차단하였고, 심장 영상화 과정에서 유기될 수 있는 eddy current를 제거하였다. 또한 심전도 신호를 보완하여 $SPO_2$의 이차미분신호를 이용하여 심장 영상이 가능함을 보였다. 결론 : 본 논문에서 제안한 멀티 생체신호 동기화 시스템은 심장자기공명영상을 위해 여러 생체신호 (심전도, $SPO_2$, 호흡)를 이용하여 실시간으로 심장과 호흡 동기화를 수행한다. 심전도에서 피검사자의 움직임과 부정맥에 의해 발생할 수 있는 동기 신호를 차단하였다. 경사자계의 스위칭에 의해 생체신호에 유기될 수 있는 eddy current를 분석하였고, 심장과 호흡 동기를 병행하여 피검사자가 자유롭게 호흡하면서 심장 영상을 얻을 수 있었다.

고속 DSP를 이용한 실시간 자기공명영상시스템 제어 (Real-time Interactive Control of Magnetic Resonance Imaging System Using High-speed Digital Signal Processors)

  • 안창범;김휴정;이흥규
    • 전자공학회논문지SC
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    • 제40권5호
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    • pp.341-349
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    • 2003
  • 고속 디지털신호처리기를 사용한 자기공명영상 실시간 대화형 제어기(스펙트로미터)를 개발하였다. 개발린 제어기는 rf 파형과 경사자계 파형을 만들고, 신호 측정을 위한 다중 측정기를 제어한다. TMS320C6701과 간은 높은 계산 능력을 가진 디지털신호처리기를 사용함으로써 복잡한 경사자계파형의 실시간 계산 및 출력이 가능해졌다. 또한 회전 행렬을 실시간으로 계산함으로써 심장과 같이 움직임이 큰 장기의 실시간 영상에서 얻고자하는 평면을 대화식으로 조절이 가능해졌다. 개발된 스펙트로미터를 1.5 테슬라 전신자기공명 영상시스템에 성공적으로 적용하였다. 개발된 스펙트로미터를 고속스핀에코나 echo planar imaging(EPI) 등과 같은 초고속자기공명영상에 적용하여 성능을 검증하였다. 이것은 이들 초고속 자기공명영상기법들이 측정 시간을 단축해주는 대신에 스펙트로미터의 송신부와 수신부 또는 경사자계부간의 동기나 위상에 에러가 있을 경우 문제점을 크게 부각시켜 시스템의 성능 평가에 적합하기 때문이다.

Biases in the Assessment of Left Ventricular Function by Compressed Sensing Cardiovascular Cine MRI

  • Yoon, Jong-Hyun;Kim, Pan-ki;Yang, Young-Joong;Park, Jinho;Choi, Byoung Wook;Ahn, Chang-Beom
    • Investigative Magnetic Resonance Imaging
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    • 제23권2호
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    • pp.114-124
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    • 2019
  • Purpose: We investigate biases in the assessments of left ventricular function (LVF), by compressed sensing (CS)-cine magnetic resonance imaging (MRI). Materials and Methods: Cardiovascular cine images with short axis view, were obtained for 8 volunteers without CS. LVFs were assessed with subsampled data, with compression factors (CF) of 2, 3, 4, and 8. A semi-automatic segmentation program was used, for the assessment. The assessments by 3 CS methods (ITSC, FOCUSS, and view sharing (VS)), were compared to those without CS. Bland-Altman analysis and paired t-test were used, for comparison. In addition, real-time CS-cine imaging was also performed, with CF of 2, 3, 4, and 8 for the same volunteers. Assessments of LVF were similarly made, for CS data. A fixed compensation technique is suggested, to reduce the bias. Results: The assessment of LVF by CS-cine, includes bias and random noise. Bias appeared much larger than random noise. Median of end-diastolic volume (EDV) with CS-cine (ITSC or FOCUSS) appeared -1.4% to -7.1% smaller, compared to that of standard cine, depending on CF from (2 to 8). End-systolic volume (ESV) appeared +1.6% to +14.3% larger, stroke volume (SV), -2.4% to -16.4% smaller, and ejection fraction (EF), -1.1% to -9.2% smaller, with P < 0.05. Bias was reduced from -5.6% to -1.8% for EF, by compensation applied to real-time CS-cine (CF = 8). Conclusion: Loss of temporal resolution by adopting missing data from nearby cardiac frames, causes an underestimation for EDV, and an overestimation for ESV, resulting in underestimations for SV and EF. The bias is not random. Thus it should be removed or reduced for better diagnosis. A fixed compensation is suggested, to reduce bias in the assessment of LVF.

1-GFLOPS DSP를 이용한 자기공명영상 스펙트로미터 설계 (Design of MRI Spectrometer Using 1 Giga-FLOPS DSP)

  • 김휴정;고광혁;이상철;정민영;장경섭;이동훈;이흥규;안창범
    • Investigative Magnetic Resonance Imaging
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    • 제7권1호
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    • pp.12-21
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    • 2003
  • 목적 : 기존의 일반적인 스펙트로미터보다 향상된 성능을 가진 새로운 스펙트로미터를 설계 및 제작하였다. 대상 및 방법 : 초당 10억번의 부동 연산 능력을 갖춘 TMS320C6701 DSP를 이용하여 연속적으로 변하는 복잡한 경사자계파형을 실시간으로 계산하여 출력할 수 있고, 선택 단면을 interactive하게 조절할 수 있는 스펙트로미터를 설계, 제작하였다. 설계된 스펙트로미터는 DSP 기반의 디지털 제어부와 파형을 만들고 변조 및 복조를 수행하는 아날로그부로 구성되어 있다 RF 신호의 변조 및 복조는 디지털 기술을 사용하여 정밀도와 안정성을 높였다. 고속 병렬영상을 위하여 하나의 측정 보드당 4채널까지 측정할 수 있도록 하였고, 고속 DSP를 이용하여 빠른 재구성이 가능하도록 하였다. 결과 : 제작된 스펙트로미터를 1.5 테슬라 전신자기공명영상 시스템에 장착하여 다양한 방법으로 성능을 시험하였다. 디지털 변조/복조 방식에서 요하는 정밀한 위상 제어를 확인할 수 있었고, phase array 코일 영상을 통하여 다중 채널 측정시스템의 성능을 검증할 수 있었다. 개발된 스펙트로미터를 기존의 상품화된 스펙트로미터와 비교해 볼때 보다 정밀한 위상 제어가 가능한 것으로 나타났다. 결론 : Interactive하게 영상의 단면을 선택하고, 실시간 계산에 의한 파형출력은 나선주사 심장영상과 같은 첨단의 영상기법에 요구되는 스펙트로미터의 기능이다 또한 다채널 측정시스템도 병렬영상을 위한 필수적인 기능이다. 본 논문에서는 초당 10억번의 부동소수점 연산이 가능한 TMS320C6701 디지털신호처리기를 사용하여 이러한 기능들을 가진 스펙트로미터를 설계, 제작하였다. 디지털 방식의 변조/복조 기술을 채택하여 정밀한 위상제어가 가능하였다. 개발된 스펙트로미터를 FSE, GE, angiography 등 다양한 영상방법에 적용하여 성능을 확인하였으며, 기존의 제품보다 뛰어난 화질의 영상을 얻을 수 있었다.

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THE CURRENT STATUS OF BIOMEDICAL ENGINEERING IN THE USA

  • Webster, John G.
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1992년도 춘계학술대회
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    • pp.27-47
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    • 1992
  • Engineers have developed new instruments that aid in diagnosis and therapy Ultrasonic imaging has provided a nondamaging method of imaging internal organs. A complex transducer emits ultrasonic waves at many angles and reconstructs a map of internal anatomy and also velocities of blood in vessels. Fast computed tomography permits reconstruction of the 3-dimensional anatomy and perfusion of the heart at 20-Hz rates. Positron emission tomography uses certain isotopes that produce positrons that react with electrons to simultaneously emit two gamma rays in opposite directions. It locates the region of origin by using a ring of discrete scintillation detectors, each in electronic coincidence with an opposing detector. In magnetic resonance imaging, the patient is placed in a very strong magnetic field. The precessing of the hydrogen atoms is perturbed by an interrogating field to yield two-dimensional images of soft tissue having exceptional clarity. As an alternative to radiology image processing, film archiving, and retrieval, picture archiving and communication systems (PACS) are being implemented. Images from computed radiography, magnetic resonance imaging (MRI), nuclear medicine, and ultrasound are digitized, transmitted, and stored in computers for retrieval at distributed work stations. In electrical impedance tomography, electrodes are placed around the thorax. 50-kHz current is injected between two electrodes and voltages are measured on all other electrodes. A computer processes the data to yield an image of the resistivity of a 2-dimensional slice of the thorax. During fetal monitoring, a corkscrew electrode is screwed into the fetal scalp to measure the fetal electrocardiogram. Correlations with uterine contractions yield information on the status of the fetus during delivery To measure cardiac output by thermodilution, cold saline is injected into the right atrium. A thermistor in the right pulmonary artery yields temperature measurements, from which we can calculate cardiac output. In impedance cardiography, we measure the changes in electrical impedance as the heart ejects blood into the arteries. Motion artifacts are large, so signal averaging is useful during monitoring. An intraarterial blood gas monitoring system permits monitoring in real time. Light is sent down optical fibers inserted into the radial artery, where it is absorbed by dyes, which reemit the light at a different wavelength. The emitted light travels up optical fibers where an external instrument determines O2, CO2, and pH. Therapeutic devices include the electrosurgical unit. A high-frequency electric arc is drawn between the knife and the tissue. The arc cuts and the heat coagulates, thus preventing blood loss. Hyperthermia has demonstrated antitumor effects in patients in whom all conventional modes of therapy have failed. Methods of raising tumor temperature include focused ultrasound, radio-frequency power through needles, or microwaves. When the heart stops pumping, we use the defibrillator to restore normal pumping. A brief, high-current pulse through the heart synchronizes all cardiac fibers to restore normal rhythm. When the cardiac rhythm is too slow, we implant the cardiac pacemaker. An electrode within the heart stimulates the cardiac muscle to contract at the normal rate. When the cardiac valves are narrowed or leak, we implant an artificial valve. Silicone rubber and Teflon are used for biocompatibility. Artificial hearts powered by pneumatic hoses have been implanted in humans. However, the quality of life gradually degrades, and death ensues. When kidney stones develop, lithotripsy is used. A spark creates a pressure wave, which is focused on the stone and fragments it. The pieces pass out normally. When kidneys fail, the blood is cleansed during hemodialysis. Urea passes through a porous membrane to a dialysate bath to lower its concentration in the blood. The blind are able to read by scanning the Optacon with their fingertips. A camera scans letters and converts them to an array of vibrating pins. The deaf are able to hear using a cochlear implant. A microphone detects sound and divides it into frequency bands. 22 electrodes within the cochlea stimulate the acoustic the acoustic nerve to provide sound patterns. For those who have lost muscle function in the limbs, researchers are implanting electrodes to stimulate the muscle. Sensors in the legs and arms feed back signals to a computer that coordinates the stimulators to provide limb motion. For those with high spinal cord injury, a puff and sip switch can control a computer and permit the disabled person operate the computer and communicate with the outside world.

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