Abstract: A method and a system for PET imaging may be provided. PET data of a subject collected by a PET scan of the subject and a physiological signal relating to a physiological motion of the subject during the PET scan may be obtained. Gated PET images corresponding to physiological phases of the subject may be generated based on the PET data and the physiological signal. Further, for each physiological phase, a first attenuation map of the subject corresponding to the physiological phase may be generated based on the gated PET image corresponding to the physiological phase, and an attenuation corrected gated PET image corresponding to the physiological phase may be generated based on the first attenuation map and a portion of the PET data corresponding to the physiological phase. A target PET image corresponding to a reference physiological phase may be generated based on the attenuation corrected gated PET images.

Abstract: The present disclosure relates to a medical image registration method, a computer apparatus and a storage medium. The method includes: obtaining a similarity weight distribution containing a similarity weight of each element; adjusting, based on the similarity weight of each element, a contribution of a corresponding element in a similarity term of a loss function to the loss function; the similarity weight of the element having a positive correlation relationship with a registration requirement accuracy associated with a region in which the element is located; obtaining, based on an optimized loss function obtained by the adjustment, a target deformation field.

Abstract: A method and system for myocardial information determination may be provided. Medical images of the heart of a target subject may be obtained. The medical images may be collected by performing a medical scan on the target subject when the target subject is injected with a first tracer. A target model that has been trained using training samples may be obtained. Each training sample includes label information collected using a second tracer. Blood flow information and/or cardiac function information of the heart of the target subject may be determined based on the medical images and the target model.

Abstract: An image registration method, a system, a device, and a medium are provided. The image registration method includes acquiring a to-be-registered image and a reference image of an object, performing registration on the to-be-registered image and the reference image. Either or both of the to-be-registered image and the reference image is a Histoimage with a PET mode.

Abstract: A method and a system for parametric imaging in PET may be provided. Multiple PET images collected via a PET scan of a target subject may be obtained. The PET images may be dynamic PET images for difference time periods during the PET scan and used to generate a target PET parametric image of the target subject. Whether data correction needs to be performed in a process of generating the target PET parametric image may be determined. In response to determining that data correction needs to be performed, the PET images or a preliminary PET parametric image may be corrected, and the target PET parametric image of the target subject may be generated based on the corrected PET images or the corrected preliminary PET parametric image, wherein the preliminary PET parametric image is generated by processing the PET images using at least one pharmacokinetic model.

Abstract: The present disclosure provides systems and methods for motion correction of a positron emission computed tomography (PET) image. The method may include: obtaining scanned images of a scanned object generated at a plurality of time points; and determining a parametric image by performing a correction processing on the scanned images, wherein the correction processing may be configured to correct an influence of a motion of the scanned object on the scanned images.

Abstract: The present disclosure provides systems and methods for image generation. The methods may include obtaining a first medical image and a second medical image of a target subject. The first medical image may be generated based on first scan data collected using a first imaging modality, and the second medical image may be generated based on second scan data collected using a second imaging modality. The methods may include generating a pseudo-second medical image by transforming the first medical image. The pseudo-second medical image may be a simulated image corresponding to the second imaging modality. The methods may further include determining registration information between the first medical image and the second medical image based on the second medical image and the pseudo-second medical image.