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公开(公告)号:US20230130481A1
公开(公告)日:2023-04-27
申请号:US18048503
申请日:2022-10-21
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Hideaki Kutsuna
Abstract: A data processing device according to an embodiment includes a processing circuit. The processing circuit performs data processing using a learned model with a neural network including a division processing layer that divides input complex first vector data by complex second vector data containing features of the first vector data, a nonlinear layer that is disposed in the subsequent stage of the division processing layer and that performs a nonlinear operation, and a multiplication processing layer that is disposed in the subsequent stage of the nonlinear layer and that multiplies the input data by the second vector data.
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公开(公告)号:US11896362B2
公开(公告)日:2024-02-13
申请号:US17819648
申请日:2022-08-15
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Hideaki Kutsuna
CPC classification number: A61B5/055 , G01R33/48 , G01R33/4826 , G06T2207/10088
Abstract: A medical image processing apparatus according to the present embodiment includes processing circuitry. The processing circuitry inputs a first magnetic resonance image reconstructed with super-resolution processing on magnetic resonance data and a second magnetic resonance image obtained by imaging the same object as that of the first magnetic resonance image and with artifacts suppressed compared with the first magnetic resonance image, to a leaned model, the learned model being configured to output a third magnetic resonance image having the same resolution as that of the first magnetic resonance image and with the artifacts suppressed, generates the third magnetic resonance image based on the first magnetic resonance image and the second magnetic resonance image, using the learned model.
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公开(公告)号:US11896361B2
公开(公告)日:2024-02-13
申请号:US17496199
申请日:2021-10-07
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Hideaki Kutsuna , Hidenori Takeshima
IPC: A61B5/055 , G01R33/561
CPC classification number: A61B5/055 , G01R33/5611
Abstract: An image generating apparatus according to the embodiment includes processing circuitry. The processing circuitry acquires MR data acquired in read-out directions including a first read-out direction and a second read-out direction intersecting the first read-out direction, filter sensitivity distributions corresponding to the read-out directions and indicating distributions of sensitivity of a low-pass filter, and coil sensitivity distributions corresponding to coil elements used to acquire the MR data. The processing circuitry generates synthesis sensitivity distributions for the respective read-out directions by synthesizing the filter sensitivity distributions and the coil sensitivity distributions for the respective read-out directions. The processing circuitry generates an MR image based on the synthesis sensitivity distributions and MR data.
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公开(公告)号:US11543480B2
公开(公告)日:2023-01-03
申请号:US17391758
申请日:2021-08-02
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Hideaki Kutsuna , Masahito Nambu
IPC: G01R33/561 , G01R33/36 , G01R33/48
Abstract: An image generating apparatus according to an embodiment includes processing circuitry. The processing circuitry obtains a coil sensitivity distribution indicating a sensitivity distribution of a reception coil used for an imaging process performed on an examined subject and magnetic resonance data acquired from the imaging process that is non-Cartesian and performed in a k-space. The processing circuitry performs, on the basis of the coil sensitivity distribution, registration between the coil sensitivity distribution and a gridding sensitivity distribution indicating a distribution of gridding sensitivity related to arranging the magnetic resonance data in the k-space. The processing circuitry generates a magnetic resonance image on the basis of a result of the registration, magnetic resonance data, coil sensitivity distribution, and gridding sensitivity distribution.
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公开(公告)号:US11287500B2
公开(公告)日:2022-03-29
申请号:US17064779
申请日:2020-10-07
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Hideaki Kutsuna , Hidenori Takeshima
Abstract: A magnetic resonance imaging apparatus according to an embodiment includes processing circuitry. The processing circuitry is configured to set a rotation angle of a non-Cartesian trajectory in a k-space on the basis of information related to cyclic movements of a subject to be imaged, to obtain k-space data by rotating the non-Cartesian trajectory at the set rotation angle, and to generate an image by reconstructing the k-space data.
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公开(公告)号:US11194003B2
公开(公告)日:2021-12-07
申请号:US16804221
申请日:2020-02-28
Applicant: Canon Medical Systems Corporation
Inventor: Hideaki Kutsuna , Hidenori Takeshima
IPC: G01R33/565 , G01R33/385 , G01R33/48
Abstract: In one embodiment, an MRI apparatus includes a scanner and processing circuitry. The scanner includes at least two gradient coils. The processing circuitry is configured to cause the scanner to acquire k-space data for correction in a band-shaped two-dimensional k-space along a readout direction, or in a columnar three-dimensional k-space along a readout direction, while changing rotation angles, wherein each of the rotation angles corresponds to the readout direction, generate correction data for correcting an error due to a gradient magnetic field generated by the gradient coils, by using the acquired k-space data for correction, cause the scanner to acquire k-space data for reconstruction, based on a radial acquisition method, while correcting the gradient magnetic field by using the correction data, and generate an image by reconstructing the acquired k-space data for reconstruction.
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公开(公告)号:US11710230B2
公开(公告)日:2023-07-25
申请号:US16925559
申请日:2020-07-10
Applicant: Canon Medical Systems Corporation
Inventor: Hidenori Takeshima , Masanori Ozaki , Hideaki Kutsuna , Kyoichiro Aoki
CPC classification number: G06T7/0012 , G16H30/20 , G16H30/40 , G16H50/20 , G06T2207/10016 , G06T2207/10088 , G06T2207/20081
Abstract: According to one embodiment, a medical data processing apparatus includes processing circuitry. The processing circuitry acquires medical data, and generates an imaging parameter by inputting the medical data to a trained model, the imaging parameter being a parameter of a medical image diagnostic apparatus with respect to the medical data, the trained model being trained to generate an imaging parameter of the medical image diagnostic apparatus based on medical data.
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公开(公告)号:US12112407B2
公开(公告)日:2024-10-08
申请号:US17329766
申请日:2021-05-25
Applicant: CANON MEDICAL SYSTEMS CORPORATION
Inventor: Kensuke Shinoda , Hideaki Kutsuna
CPC classification number: G06T11/006 , A61B5/004 , A61B5/055 , G06T5/94 , G06T7/0012 , A61B2576/02 , G06T2207/10088 , G06T2207/30101
Abstract: An image generating apparatus according to an embodiment includes processing circuitry. The processing circuitry is configured to successively generate Magnetic Resonance (MR) images in a plurality of temporal phases by using a first reconstruction method. The processing circuitry is configured to determine a first temporal phase before MR images in all the temporal phases during a predetermined time period are generated. The processing circuitry is configured to generate an MR image in the first temporal phase determined by the determining unit, by using a second reconstruction method having a larger processing load than the first reconstruction method.
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