Abstract: The invention provides for a medical imaging system (100, 300) comprising: a memory (110) for storing machine executable instructions (120) and a processor (104) for controlling the medical imaging system.

Abstract: The invention provides for a medical imaging system (100, 300, 500) comprising a processor (104). Machine executable instructions cause the processor to: receive (200) magnetic resonance data (120) comprising discrete data portions (612) that are rotated in k-space; bin (202) the discrete data portions into predetermined motion bins (122) using a motion signal value; reconstruct (204) a reference image (124) for each of the predetermined motion bins; construct (206) a motion transform (126) between the reference images; bin (208) a chosen group (610) of the discrete data portions into a chosen time bin (128). Generate an enhanced image (130) for the chosen time bin using the chosen group of the discrete data portions and the motion transform of each of the chosen group to correct the discrete data portions.

Abstract: A system (100) and computer-implemented method are provided for data collection for distributed machine learning of a machine learnable model. A privacy policy data (050) is provided defining computer-readable criteria for limiting a selection of medical image data (030) to a subset of the medical image data to obfuscate an identity of the at least one patient. The medical image data is selected based on the computer-readable criteria to obtain privacy policy-compliant training data (060) for transmission to another entity. The system and method enable medical data collection at clinical sites without requiring manual oversight, and enables such selections to be made automatically, e.g., based on a request for medical image data which may be received from outside of the clinical site.

Abstract: The present invention is directed to a magnetic resonance imaging system with motion detection for examination of a patient (53), the magnetic resonance imaging system comprising an RF coil arrangement with an RF coil (4) for transmitting and/or receiving an RF signal for generating a magnetic resonance image wherein the RF coil arrangement is provided with an additional RF sensor (5) for transmitting an RF transmit signal which is adapted for interacting with the tissue (23) of the patient (53) allowing to sense motion signals due to motions of the patient (53) simultaneously to transmitting and/or receiving the RF signal for generating the magnetic resonance image. In this way movements of a patient under examination in an MRI system may be detected in an efficient and reliable way.

Abstract: The invention provides for an MRI system (100) with an RF system for acquiring magnetic resonance data (142). The RF system comprises a set of antenna elements (126). The MRI system (100) further comprises a processor for controlling the MRI system (100). Magnetic resonance data is acquired. Combined image data (144) is reconstructed. The reconstruction comprises transforming the acquired magnetic resonance data (142) from k-space to image space and combining the resulting image data. For each antenna element (126) magnetic resonance data (146) is simulated using the reconstructed combined image data (144). The simulation comprises transforming the reconstructed combined image data (144) from image space to k-space. A phase correction factor is determined, The determination comprises calculating phase differences between the acquired magnetic resonance data (142) and the simulated magnetic resonance data (146). The acquired magnetic resonance data (142) is corrected using the phase correction factor.

Abstract: A magnetic resonance (MR) imaging system includes a memory for storing machine executable instructions and for storing pulse sequence commands to acquire the measured MR data according to a compressed sensing MR imaging protocol; and a processor for controlling the system. The MR imaging system with the pulse sequence commands acquires the measured MR data; reconstruct an intermediate MR image according to the compressed sensing MR imaging protocol; calculate a predicted data portion for each of the measured data portions; calculate a residual for each of the measured data portions; identify one or more of the measured data portions as outlier data portions; and reconstruct a corrected MR image according to the compressed sensing MR imaging protocol, wherein the one or more outlier data portions are excluded from the reconstruction of the corrected MR image.

Abstract: For delivering an image-guided radiation therapy treatment to a moving structure included in a region of a patient body a series of first images of the region of the patient body in different phases of a motion of the structure is acquired in accordance with a first imaging mode. The series of first images is associated with a series of second images of the patient body in essentially the same phases of the motion of the target structure, the second images being acquired in a second imaging mode. During the treatment, a third image is acquired using the second imaging mode during the radiation therapy treatment and a continuation of the radiation therapy treatment is planned on the basis of data relating to one of the first images selected on the basis of a comparison between the third image and the second images associated with the first images.

Abstract: The invention provides for a method of operating a magnetic resonance imaging system. The method comprises the steps of: acquiring (200) first magnetic resonance data (142) by controlling the magnetic resonance imaging system with pulse sequence instructions (140), reconstructing (202) one or more first image (144) from the first magnetic resonance data, and assigning (204) the one or more first image to a first memory group of a set of memory groups (300).

Abstract: The invention provides for a medical instrument comprising a magnetic resonance imaging system with an imaging zone. The magnetic resonance imaging system comprises a gradient coil system with three orthogonal gradient coils.

Abstract: At least a portion of a body (10) is placed in a main magnetic field Bo within the examination volume of a MR device. The portion of the body (10) is subject to an imaging sequence including one or more RF pulses and switched magnetic field gradients to acquire imaging signals. The portion of the body (10) is subject to a navigator sequence applied at least once before, during, or after the imaging sequence. The navigator sequence includes one or more RF pulses and switched magnetic field gradients controlled to acquire navigator signals with a single-point or multi-point Dixon technique. Translation and/or rotation and/or shear data reflecting motion of the body are derived from the navigator signals during the acquisition of the imaging signals. The translation and/or rotation and/or shear data are used for adapting the imaging sequence and/or for motion correction during reconstruction of an MR image.

Abstract: The invention provides for a magnetic resonance imaging system (100) comprising: a memory (150) for storing machine executable instructions (160) and for storing pulse sequence commands (162) to acquire the measured magnetic resonance data according to a compressed sensing magnetic resonance imaging protocol; and a processor (144) for controlling the magnetic resonance imaging system.

Abstract: A magnetic resonance imaging (MRI) system (100) has a radio frequency system (114, 116, 120, 124, 126) for acquiring magnetic resonance data (142, 144, 156). The radio frequency system includes a coil (124) with multiple antenna elements (126). The MRI system further includes a processor (133) for controlling the magnetic resonance imaging system. Execution of instructions (140, 170, 172, 174) cause the processor to: acquire (200) calibration magnetic resonance data (142) from a first field of view within the imaging zone using the multiple antenna elements, calculate (202, 300, 302, 304, 400) modified magnetic resonance data (144) by interpolating the calibration magnetic resonance data to a second field of view, calculate (204, 500, 502, 504, 602) a coil sensitivity kernel (146) by deconvolving the modified magnetic resonance data, and calculate (206, 604, 610) a coil sensitivity (148) by transforming each coil sensitivity kernel into image space.

Abstract: An iterative reconstruction is performed of multiple gradient echo MR imaging data to generate a reconstructed MR image (36). The iterative reconstruction uses a model (30) that links the MR imaging data and the reconstructed MR image. The model includes a parameterized magnetic field fluctuation component (32). During the performing of the iterative reconstruction, parameters of the parameterized magnetic field fluctuation component of the model are updated to optimize a cost function (40) dependent on partial derivatives of the reconstructed MR image with respect to the parameters of the parameterized magnetic field fluctuation component of the model. The image may be further processed to generate an R2* map (50), an SWI image (52), or a QSM map (54).

Abstract: A magnetic resonance imaging system (100) acquires magnetic resonance data (142, 148, 158) with a pulse sequence (140) for multiple slice acquisition performed over multiple repetition cycles. The magnetic resonance imaging system includes a processor (540) configured to: acquire (200) a first slice group (142) of the magnetic resonance data during a first repetition cycle; extract (202) first central k-space data (144) from the first slice group; reconstruct (204) first navigator data (146) using the first central k-space data.

Abstract: A method of operating a respiratory-guided magnetic resonance imaging system (10) with regard to triggering of magnetic resonance image acquisition, the magnetic resonance imaging system (10) being connectable to a respiration monitoring device (46) which is configured to provide an output signal (48) whose level represents a respiration state of the subject of interest (20), the method comprising a step (56) of generating an interleaved acquisition scheme for acquiring magnetic resonance images, a step (60) of adapting, in case of an occurrence of an irregularity in the breathing of the subject of interest (20) in the output signal (48) obtained by the respiration monitoring device (46) in the course of executing magnetic resonance image acquisition, at least one parameter of the interleaved acquisition scheme, wherein the at least one adapted parameter is at least one of a next respiration state of the subject of interest (20) to trigger on for acquiring at least one magnetic resonance image, a radio freque

Abstract: A magnetic resonance imaging system (200, 300) acquires magnetic resonance data (242, 244). A processor (230) controls the magnetic resonance imaging system to execute instructions (250, 252, 254, 256, 258) which cause the processor to repeatedly: control (100) the magnetic resonance imaging system to acquire magnetic resonance data including magnetic resonance navigator data (244); create (102) a set of navigator vectors by extracting the navigator data from each portion of the magnetic resonance data; construct (104) a dissimilarity matrix (246, 400, 700, 800, 900, 1000, 1100, 1400, 1500) by calculating a metric between each of the set of navigator vectors; generate (106) a matrix classification (248) of the dissimilarity matrix using a classification algorithm; and control (108) the magnetic resonance imaging system to modify acquisition of the magnetic resonance data using the matrix classification.

Abstract: The invention provides for a magnetic resonance system (100) comprising a magnet (104) for generating a main magnetic field within the measurement zone and a magnetic field gradient system (110, 112) for generating a gradient magnetic field within the measurement zone in at least one direction by supplying current to a set of magnetic gradient coils (112) for each of the at least one direction. Instructions cause a a processor (130) controlling the magnetic resonance system, wherein execution of the machine executable instructions causes the processor to acquire (200) the magnetic resonance data by controlling the magnetic resonance system with pulse sequence commands. The pulse sequence commands (140) cause the magnetic resonance system to acquire the magnetic resonance data according to a magnetic resonance fingerprinting technique. The pulse sequence commands specify a train (500) of pulse sequence repetitions (502, 504), each with a fixed repetition time (302).

Abstract: The present invention relates to a method for scan geometry planning.

Abstract: The invention provides for a method of operating a magnetic resonance imaging system. The method comprises the steps of: acquiring (200) first magnetic resonance data (142) by controlling the magnetic resonance imaging system with pulse sequence instructions (140), reconstructing (202) one or more first image (144) from the first magnetic resonance data, and assigning (204) the one or more first image to a first memory group of a set of memory groups (300).

Abstract: MR imaging comprising the steps of: subjecting an object (10) to an imaging sequence of RF pulses and switched magnetic field gradients (GS, GP, GM), which imaging sequence is a steady state sequence comprising a plurality of repeatedly applied acquisition blocks (21), wherein each acquisition block (21) comprises two units (22, 23) in immediate succession, namely: i) a first unit (22) starting with an excitation RF pulse radiated toward the object (10), with the duration of the first unit being an integer multiple of a given time interval T, and ii) a second unit (23) starting with a refocusing RF pulse radiated toward the object (10) and comprising a readout magnetic field gradient (GM) and a phase encoding magnetic field gradient (GP), with the duration of the second unit (23) being an integer multiple of the time interval T, acquiring one or more phase-encoded spin echo signals (31, 32) in a sequence of acquisition blocks (21), and reconstructing one or more MR images from the acquired spin echo signals (