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43 results about "Multiparametric Magnetic Resonance Imaging" patented technology

The combination of multiple magnetic resonance techniques, including diffusion weighted imaging, dynamic contrast-enhanced imaging, and spectroscopy, to achieve an image that will allow for better identification of tumor size and location, as well as possibly identifying cancer spread and aggressiveness.

Deep Convolutional Encoder-Decoder for Prostate Cancer Detection and Classification

A method and apparatus for automated prostate tumor detection and classification in multi-parametric magnetic resonance imaging (MRI) is disclosed. A multi-parametric MRI image set of a patient, including a plurality of different types of MRI images, is received. Simultaneous detection and classification of prostate tumors in the multi-parametric MRI image set of the patient are performed using a trained multi-channel image-to-image convolutional encoder-decoder that inputs multiple MRI images of the multi-parametric MRI image set of the patient and includes a plurality of output channels corresponding to a plurality of different tumor classes. For each output channel, the trained image-to image convolutional encoder-decoder generates a respective response map that provides detected locations of prostate tumors of the corresponding tumor class in the multi-parametric MRI image set of the patient.
Owner:SIEMENS HEALTHCARE GMBH

Heart magnetic resonance imaging (MRI) image deblurring method based on sparse low rank and dictionary learning

The invention discloses a heart magnetic resonance imaging (MRI) image deblurring method based on sparse low rank and dictionary learning. The heart MRI image deblurring method mainly solves the problem that beating of a heart causes the quality reduction of a heart MRI image. The realization process of the heart MRI image deblurring method includes the steps: inputting a heart MRI image; carrying out sparse low rank matrix decomposition on the heart MRI image, and obtaining a sparse part and a low rank part of the image; selecting a sub window from the sparse part of the image; estimating motion blur kernel in the sub window through a method of self-adaption dictionary learning; carrying out deconvolution operation on the heart MRI image through utilization of the estimated motion blur kernel, and obtaining a clear heart MRI image. The heart MRI image deblurring method has the advantages of accurately estimating the motion blur kernel, and the distortion of image deblurring results due to inaccuracy of estimation of the motion blur kernel is avoided.
Owner:XIDIAN UNIV

Method and system for dynamic magnetic resonance imaging

The invention discloses a method and system for dynamic magnetic resonance imaging. A norm sparsity constraint is carried out on a spatial basis on the basis of a conventional PS (Partial Separability) method, so that image artifact and reconstruction noise are more effectively reduced, the image quality is greatly improved, and the reconstruction of a high temporal-spatial resolution dynamic magnetic resonance image is effectively realized. The method comprises the following steps: acquiring K-t spatial navigation data and dynamic image data, which are collected in a sampling mode based on a partial separability method; constructing a dynamic imaging reconstruction model containing a spatial basis function and a temporal basis function based on the partial separability method; acquiring the temporal basis function according to the navigation data; based on the dynamic imaging reconstruction model, estimating the spatial basis function by a least square method according to the temporal basis function and the dynamic image data; utilizing the temporal basis function and the dynamic image data to carry out interpolation recovery on the k spatial dynamic image data, and then carrying out Fourier transformation so as to acquire a reconstructed dynamic magnetic resonance image.
Owner:SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI

Method and system for performing upright magnetic resonance imaging of various anatomical and physiological conditions

Vasculature or parenchyma is imaged using upright MRI techniques, on patients who may have conditions such as congestive heart failure, or otherwise be healthy. When an individual is horizontal, venous drainage is minimized, causing the vessels to remain engorged, also referred to herein as vascular congestion. Vascular congestion results in an enlarging of the vessels and surrounding tissue causing the vessels to be more visible on MRIs. The decrease in vascular visibility in upright subjects is in part, due to an increase in venous drainage. Patients suffering from coronary and / or pulmonary deficiencies (e.g. CHF) experience decreased rates and degrees of venous drainage. In one embodiment, the present invention uses upright imaging to visualize these enlarged vessels.
Owner:FONAR

Method for rapidly reconstructing magnetic resonance imaging based on tensor product complex wavelet tight frame

The invention discloses a method for rapidly reconstructing a magnetic resonance imaging based on a tensor product complex wavelet tight frame, and provides a new research method for rapid magnetic resonance imaging. According to the method for rapidly reconstructing the magnetic resonance imaging based on the tensor product complex wavelet tight frame, the K-space data is undersampled by using the Cartesian sampling trajectory mode, so that the scanning speed of a device is greatly improved; the imaging is decomposed from multiple directions based on the sparse transformation of the tensor product complex wavelet tight frame, so that the accuracy of magnetic resonance imaging is improved; the convex optimization problem in imaging reconstruction is solved by using the projection fast iterative soft threshold algorithm, so that the speed of magnetic resonance imaging reconstruction is accelerated; and a regularization parameter is adaptively calculated based on the bivariate contraction method in the projection fast iterative soft threshold algorithm, thus not only the process for blindly selecting parameters is omitted, but also the quality of imaging reconstruction is improved.
Owner:ZHEJIANG SCI-TECH UNIV

Dynamic magnetic resonance imaging method and system

A dynamic magnetic resonance imaging method is characterized by including following steps: sampling to obtain navigation data and dynamic image data; analyzing the navigation data to obtain a temporal basis function; predicting according to the temporal basis function and the dynamic image data so as to obtain a spatial basis function; obtaining signal data according to the temporal basis function and the spatial basis function; and rebuilding the signal data to obtain a magnetic resonance image. Complex image data for a dynamic image are separated into the temporal basis function and the spatial basis function, only the navigation data with high temporal resolution and low spatial resolution and the dynamic image data with high spatial resolution and low temporal resolution are acquired to realize complementation, the data required to be acquired are reduced, and dynamic magnetic resonance imaging speed is increased to a great extent. Besides, the invention further provides a dynamic magnetic resonance imaging system.
Owner:SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI

Experiment method based on pH value-sensitive magnetization transfer on 1.5T magnetic resonance imaging

The invention discloses an experiment method based on pH value-sensitive magnetization transfer on 1.5T magnetic resonance imaging. The method includes the following steps that two groups of pH value test tube models are prepared, and an agarose-creatine model is arranged in each test tube; scanning is carried out on a clinical 1.5T magnetic resonance scanner, the coil adopted by scanning is an eight-channel transmitter / receiver coil, and the offset frequency of a radio-frequency pulse can be set as negative 121Hz, 121Hz and 224Hz by modifying sequential source codes; and at the offset frequency of 224Hz, the high-quality magnetization transfer imaging of the two groups of pH value test tube models can be obtained. By utilizing the magnetization transfer technology, optimizing sequential parameters and choosing offset frequency, the experiment method can obtain pH value-sensitive magnetization transfer imaging on the clinical 1.5T magnetic resonance scanner, provides an experimental basis for the clinical research of pH value-sensitive magnetization transfer imaging, and is significant in characterizing ischemic tissue-damaged regions and directing the treatment of strokes and the diagnosis of tumors.
Owner:吴仁华

Reducing false positive detections of malignant lesions using multi-parametric magnetic resonance imaging

ActiveUS20210110534A1Reducing false positive detectionImage enhancementImage analysisComputer visionMalignancy
Systems and methods for reducing false positive detections of malignant lesions are provided. A candidate malignant lesion is detected in one or more medical images, such as, e.g., multi-parametric magnetic resonance images. One or more patches associated with the candidate malignant lesion are extracted from the one or more medical images. The candidate malignant lesion is classified as being a true positive detection of a malignant lesion or a false positive detection of the malignant lesion based on the one or more extract patches using a trained machine learning network. The results of the classification are output.
Owner:SIEMENS HEALTHCARE GMBH

Real-time magnetic resonance imaging data collecting and analyzing method and system

The invention provides a real-time magnetic resonance imaging data collecting and analyzing method and system. The method comprises the steps that scanning is conducted on a testee, and a magnetic resonance scan image sequence is generated in real time; real-time processing is conducted on the magnetic resonance scan image sequence to obtain scan image data subjected to real-time treatment. The system comprises a magnetic resonance scanning module and a data processing module. According to the real-time magnetic resonance imaging data collecting and analyzing method and system, the magnetic resonance scan image sequence is generated through the magnetic resonance scanning module in real time, the magnetic resonance scan image sequence is transmitted to the data processing module in time so as to enable the data processing module to conduct image processing, and therefore real-time collecting and analyzing of magnetic resonance imaging data are achieved. The real-time magnetic resonance imaging data collecting and analyzing system is stable in framework performance, safe, reliable and strong in expandability. In brain science research, compared with offline function magnetic resonance imaging, the real-time function magnetic resonance imaging is more accurate in feedback regulation mode and better in real-time performance.
Owner:SHANGHAI CHENGLAN ELECTRONICS TECH CO LTD

Dynamic magnetic resonance imaging method and system

The invention discloses a method and system for dynamic magnetic resonance imaging. A norm sparsity constraint is carried out on a spatial basis on the basis of a conventional PS (Partial Separability) method, so that image artifact and reconstruction noise are more effectively reduced, the image quality is greatly improved, and the reconstruction of a high temporal-spatial resolution dynamic magnetic resonance image is effectively realized. The method comprises the following steps: acquiring K-t spatial navigation data and dynamic image data, which are collected in a sampling mode based on a partial separability method; constructing a dynamic imaging reconstruction model containing a spatial basis function and a temporal basis function based on the partial separability method; acquiring the temporal basis function according to the navigation data; based on the dynamic imaging reconstruction model, estimating the spatial basis function by a least square method according to the temporal basis function and the dynamic image data; utilizing the temporal basis function and the dynamic image data to carry out interpolation recovery on the k spatial dynamic image data, and then carrying out Fourier transformation so as to acquire a reconstructed dynamic magnetic resonance image.
Owner:SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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