Abstract: The present disclosure provides methods and systems for image reconstruction. The methods may include: obtaining background coincidence event data and target coincidence event data, the background coincidence event data being related to a first plurality of background coincidence events, the target coincidence event data being related to a target object; obtaining a target normalization correction factor; correcting the target coincidence event data based on the target normalization correction factor; and generating a target image by performing image reconstruction based on the background coincidence event data and the corrected target coincidence event data.

Abstract: A method for generating a medical data processing network. The method is performed by a medical imaging system, and the method includes: in response to receiving a training instruction, obtaining first medical data, the training instruction being triggered by a user on an application interface of a processing device of the medical imaging system; obtaining a second network by training a first network based on the first medical data, the training including an unsupervised training; generating a test result by inputting second medical data into the second network, the second medical data including a test sample set; determining an evaluation result of a performance of the second network based on the test result; and in response to the evaluation result indicating that the performance of the second network satisfies a requirement, storing a parameter of the second network.

Abstract: The present disclosure may provide imaging methods, systems and storage media. The imaging methods may include: obtaining first imaging data acquired by an imaging device, wherein the first imaging data includes data corresponding to a plurality of cardiac cycles; and performing image reconstruction on data corresponding to the plurality of cardiac cycles in the first imaging data to acquire one or more cardiac cines. Each cardiac cine of the one or more cardiac cines may include cardiac images of a plurality of phases in at least one cardiac cycle.

Abstract: The disclosure provides systems and methods for adjusting a multi-leaf collimator (MLC). The MLC includes a plurality of cross-layer leaf pairs, each cross-layer leaf pair of the plurality of cross-layer leaf pairs includes a first leaf located in a first layer of leaves and a second leaf opposingly located in a second layer of leaves. For at least one cross-layer leaf pair, an effective cross-layer leaf gap to be formed between the first leaf and the second leaf may be determined; at least one of the first leaf or the second leaf may be caused to move to form the effective cross-layer leaf gap; and an in-layer leaf gap may be caused, based on the effective cross-layer leaf gap, to be formed between the first leaf and an opposing first leaf in the first layer. A size of the in-layer leaf gap may be no less than a threshold.

Abstract: A method for delivering radiation treatment may include defining a preliminary trajectory including a plurality of control points. Each control point may be associated with position parameters of a gantry and a couch. The method may also include generating a treatment plan based on the preliminary trajectory by optimizing an intensity and position parameters of a collimator and MLC leaves for each control point. The method may also include decomposing the treatment plan into a delivery trajectory including the plurality of control points. Each of the plurality of control points may be further associated with the optimized intensity, the optimized position parameters of the collimator and the MLC leaves, an output rate, and a motion parameter of each of the gantry, the couch, the collimator, and the MLC leaves. The method may further include instructing a radiation delivery device to deliver the treatment plan according to the delivery trajectory.

Abstract: Systems and methods for determining a target data processing model is provided. The methods may include obtaining a data set including data to be processed by a target data processing model; processing the data set using an evaluation model to obtain an evaluation result for each of a plurality of candidate data processing models, the evaluation model being a trained machine learning model; and determining, from the plurality of candidate data processing models, the selected data processing model based on the evaluation results.

Abstract: An electron gun may include a cathode with an emitting surface configured to emit electrons. The cathode may include a through hole that goes through the emitting surface and is configured to allow back-streaming electrons of the emitted electrons to pass through. The electron gun may also include an anode configured to attract the emitted electrons from the cathode to the anode and focus the emitted electrons into an electron beam. The electron gun may also include a grid structure configured to facilitate the focusing of the emitted electrons, the grid structure being positioned corresponding to the through hole.

Abstract: The present disclosure provides a system and method for image reconstruction. The method may include obtaining training samples, the training samples including at least one sample first image generated based on a first tracer, at least one reference first image each of which corresponds to one of the at least one sample first image and has a higher image quality than the corresponding sample first image, at least one sample second image generated based on a second tracer different from the first tracer, and at least one reference second image each of which corresponds to one of the at least one sample second images and has a higher image quality than the corresponding sample second image; and generating a trained image processing model by training a preliminary model using the training samples.

Abstract: A scanning apparatus (110), a medical image obtaining method, and a medical image obtaining system (100) are provided. The scanning apparatus (110) comprises a gantry, a controller, a C-shaped arm, a radiation source (112), and a detector (113). The radiation source (112) and the detector (113) are arranged at both ends of the C-shaped arm. The C-shaped arm is connected to the gantry. The controller is configured to control a motion of the gantry to drive the C-shaped arm to move so as to scan a target object.

Abstract: Systems and methods for four-dimensional CT scan are provided. The methods may include determining a first region of a subject and a second region. A movement of the subject may occur within the second region. The methods may further include generating a first image set by performing, based on a first operation parameter corresponding to a first scan, the first scan on the first region of the subject, and generating a second image set by performing, based on a second operation parameter corresponding to a second scan, the second scan on a second region of the subject. The methods may further include obtaining movement information corresponding to the movement of the subject and determining a final image set based on the first image set, the movement information, and the second image set.

Abstract: A system and method for adapting treatment plan are provided. The method may include: obtaining a planning image of a region of interest relating to a first treatment fraction of a first treatment plan; obtaining a first image of the region of interest relating to a first scan of the region of interest with a first dose level; comparing the planning image with the first image to generate a first comparison result; determining whether the first comparison result satisfies a first replanning condition; causing, in response to a determination that the first comparison result satisfies the first replanning condition, one or more scanners to perform a second scan with a second dose level to provide a second image; and generating a second treatment plan according to the second image, wherein the second dose level is higher than the first dose level.

Abstract: The present disclosure provides a system and method for image reconstruction and processing. The method may include obtaining image data of an object acquired by an imaging device. The method may include determining one or more regions of interest (ROIs) of the object. The method may also include determining, based on each ROI of the one or more ROIs, a target portion of the image data corresponding to the ROI among the image data. The method may further include reconstructing, based on the target portion of the image data, one or more images of the ROI.

Abstract: Embodiments of the present disclosure provide a system for determining a protocol parameter of cardiac magnetic resonance imaging. The system includes at least one storage device storing a set of instructions and at least one processor configured to communicate with the at least one storage device. When executing the set of instructions, the at least one processor is configured to direct the system to perform operations including in response to detecting that a user operation satisfies a first condition, obtaining an inversion time scout (TI-Scout) sequence for cardiac scanning; obtaining a plurality of first scan images by performing a first scan on a target object based on the TI-Scout sequence protocol; and generating a first target parameter for a phase sensitive inversion recovery (PSIR) protocol using a target parameter determination model based on the plurality of first scan images.

Abstract: Methods and systems for catheter navigation are provided. The method may include obtaining at least one real-time image associated with a subject, the at least one real-time image including a catheter at least partially inside the subject; determining spatial position information associated with the catheter based on the at least one real-time image; and directing a display device to configure a virtual object corresponding to the catheter in a reference image associated with the subject based on the spatial position information.

Abstract: The present disclosure provides a system. The system may include a medical device, a couch, one or more imaging devices, and a control device. The medical device may include a cavity. The couch may be configured to support a subject. The one or more imaging devices may be configured to acquire image data. The image data may indicate at least one of a target portion of the subject or posture information of a user. The control device may be configured to control a movement of the couch based on at least one of position information of the target portion of the subject or the posture information of the user.

Abstract: The embodiments of the present disclosure provide a quality assurance method and system. The quality assurance method comprises: obtaining status information of a medical device; obtaining a target plan of a target subject; determining a prediction result based on the status information of the medical device and the target plan; and determining whether a quality assurance test is passed based on the prediction result.

Abstract: The present disclosure may provide a coil assembly. The coil assembly may include a supporting assembly and a radio frequency (RF) coil supported on the supporting assembly. The RF coil may have a plurality of coil units and a plurality of transmission ports. At least one of the plurality of transmission ports may be operably connected to a single coil unit of the plurality of coil units. Each of the plurality of transmission ports may be configured to transmit a drive signal to one of the plurality of coil units for generating a magnetic field.

Abstract: The present disclosure provides an arcing detection device. The arcing detection device may include a detection coil and a processing circuit operably connected to the detection coil. The detection coil may be configured to detect a current variation of a system. The processing circuit may be configured to determine information of an arcing event of the system based on the current variation of the system. The information of the arcing event of the system may include a position where the arcing event occurs in the system.

Abstract: A bearing device and a mobile digital radiography device are provided. The Bearing device may include a mount, a support unit, a vibration absorption unit, and a connecting member. The mount may be connected to the support unit. The support unit may be connected to the connecting member through the vibration absorption unit. The vibration absorption unit may include a first elastic member and a second elastic member. The first elastic member and the second elastic member may be disposed in different directions.

Abstract: The embodiments of the present disclosure provide an imaging method, an imaging system, a dual-source scanning system, and a method for controlling the dual-source scanning system. The imaging method includes: obtaining first detection data and second detection data acquired by scanning an object using a first detector and a second detector of an imaging device respectively, and obtaining a first reconstructed image by performing image reconstruction based on the first detection data and the second detection data. The first reconstructed image can cover an area not detected by the first detector, thus expanding a reconstruction range. The dual-source scanning system includes afirst scanning system and a I second scanning system, wherein at least one of the first detector or the second detector has an asymmetric structure relative to a central channel thereof. A first scanning FOV of the first scanning system and a second scanning FOV of the second scanning system are at least partially overlapped.