Abstract: A model training method and apparatus for information recommendation, an electronic device and a medium. The method at least includes: obtaining an estimated recommendation result for work information from a first recommendation model by inputting the first training sample set which is pre-determined into the first recommendation model, wherein the first training sample set at least includes proximity information of a multimedia sample work, and the proximity information of the multimedia sample work at least includes location information of a current recommended multimedia sample work on a current recommended page; generating, based on the estimated recommendation result and the first training sample set, a second training sample set for a second recommendation model to train the second recommendation model; and obtaining an online recommendation model by training the second recommendation model.

Abstract: A fixation structure includes a hot shoe plate, a hot shoe rod assembly, a locking assembly, and a fixation assembly. The hot shoe plate includes a connection member and a sliding member. The connection member is arranged at a first end of the hot shoe plate. The sliding member is arranged at a second end of the hot shoe plate that is opposite to the first end. The hot shoe rod assembly includes a fixation rod detachably mounted at the connection member. The fixation rod includes a top member and a bottom member opposite to each other. The bottom member is configured to be connected to a gimbal. The locking assembly is configured to fix the hot shoe rod assembly at the hot shoe plate. The fixation assembly is configured to cooperate with the sliding member to connect a load at any position of the sliding member.

Abstract: Systems and methods for estimating irradiation dose for patient application based on a radiation field model and a patient anatomy model are disclosed. According to an aspect, a method includes providing a database of patient anatomy models. The method also includes providing a radiation field model of an X-ray system. Further, the method includes receiving a measure of an anatomy of a patient. The method also includes determining a patient anatomy model among the patient anatomy models that matches or is similar to the anatomy of the patient based on the measure of the patient and a corresponding measure of each of the patient anatomy models. The method also includes estimating an irradiation dose for application to the patient by the X-ray system based on the radiation field model and the determined patient anatomy model.

Abstract: A handheld gimbal device includes a gimbal and a gimbal handle connected to the gimbal. The gimbal handle includes a handle body and a hand grip detachably mounted at the handle body. The handle body includes an external interface configured to connect the gimbal with an external device.

Abstract: A handle battery includes a casing, an upper cover, and a lower cover. The casing includes an upper-end opening, a lower-end opening, and a receiving cavity between the upper-end opening and the lower-end opening. The receiving cavity houses a battery cell that is configured to supply power for a gimbal. The upper cover covers the upper-end opening. A mounting groove is formed on the upper cover for detachable connection with the gimbal. The mounting groove includes an entrance for the gimbal to enter the mounting groove. A power supply interface is disposed in the mounting groove for supplying power to the gimbal. The lower cover covers the lower-end opening.

Abstract: The present invention relates to a high-purity tantalum powder and a preparation method therefore. The tantalum powder has a purity of more than 99.995%, as analyzed by GDMS. Preferably, the tantalum powder has an oxygen content of not more than 1000 ppm, a nitrogen content of not more than 50 ppm, a hydrogen content of not more than 20 ppm, a magnesium content of not more than 5 ppm, and an average particle diameter D50 of less than 25 ?m.

Abstract: Systems and methods for estimating irradiation dose for patient application based on a radiation field model and a patient anatomy model are disclosed. According to an aspect, a method includes providing a database of patient anatomy models. The method also includes providing a radiation field model of an X-ray system. Further, the method includes receiving a measure of an anatomy of a patient. The method also includes determining a patient anatomy model among the patient anatomy models that matches or is similar to the anatomy of the patient based on the measure of the patient and a corresponding measure of each of the patient anatomy models. The method also includes estimating an irradiation dose for application to the patient by the X-ray system based on the radiation field model and the determined patient anatomy model.

Abstract: Systems and methods for estimating irradiation dose for patient application based on a radiation field model and a patient anatomy model are disclosed. According to an aspect, a method includes providing a database of patient anatomy models. The method also includes providing a radiation field model of an X-ray system. Further, the method includes receiving a measure of an anatomy of a patient. The method also includes determining a patient anatomy model among the patient anatomy models that matches or is similar to the anatomy of the patient based on the measure of the patient and a corresponding measure of each of the patient anatomy models. The method also includes estimating an irradiation dose for application to the patient by the X-ray system based on the radiation field model and the determined patient anatomy model.

Abstract: Methods and systems are provided for automated tube current modulation (ATCM). In one embodiment, a method for an imaging system comprises: calculating a desired dose level based on a clinical task, a size of a subject to be scanned, and an image quality level; generating a scan protocol based on a relation between the image quality level and at least one characteristic of the imaging system; and performing a scan of the subject at the desired dose level and according to the generated scan protocol. In this way, ATCM can be optimized based on elements that impact image quality such as the clinical task, the physical characteristics of the imaging system, the individual patient, and the reader's preference.

Abstract: Methods and systems are provided for automated tube current modulation (ATCM). In one embodiment, a method for an imaging system comprises: calculating a desired dose level based on a clinical task, a size of a subject to be scanned, and an image quality level; generating a scan protocol based on a relation between the image quality level and at least one characteristic of the imaging system; and performing a scan of the subject at the desired dose level and according to the generated scan protocol. In this way, ATCM can be optimized based on elements that impact image quality such as the clinical task, the physical characteristics of the imaging system, the individual patient, and the reader's preference.

Abstract: Systems and methods for estimating irradiation dose for patient application based on a radiation field model and a patient anatomy model are disclosed. According to an aspect, a method includes providing a database of patient anatomy models. The method also includes providing a radiation field model of an X-ray system. Further, the method includes receiving a measure of an anatomy of a patient. The method also includes determining a patient anatomy model among the patient anatomy models that matches or is similar to the anatomy of the patient based on the measure of the patient and a corresponding measure of each of the patient anatomy models. The method also includes estimating an irradiation dose for application to the patient by the X-ray system based on the radiation field model and the determined patient anatomy model.

Abstract: The present invention relates to a high-purity tantalum powder and a preparation method therefore. The tantalum powder has a purity of more than 99.995%, as analyzed by GDMS. Preferably, the tantalum powder has an oxygen content of not more than 1000 ppm, a nitrogen content of not more than 50 ppm, a hydrogen content of not more than 20 ppm, a magnesium content of not more than 5 ppm, and an average particle diameter D50 of less than 25 ?m.

Abstract: Embodiments of the disclosure relate to projection-based volumetric dose estimation for X-ray systems, such as X-ray imaging systems. For example, in one embodiment, an X-ray system is capable of estimating an X-ray dose based on an energy interaction of the X-rays with respective portions of an object. In another embodiment, the X-ray dose estimate may be provided on a per voxel, per region, and/or per organ basis.

Abstract: Embodiments of the disclosure relate to projection-based dose estimation for X-ray systems, such as X-ray imaging systems. For example, in one embodiment, an X-ray system is capable of estimating an X-ray dose based on an intensity profile of the detected X-rays that have passed through a scanned object and an estimated mass of the object. In one embodiment, the intensity profile may be compared to a baseline scan to acquire an estimate of energy interaction with the object.

Abstract: Embodiments of the disclosure relate to projection-based volumetric dose estimation for X-ray systems, such as X-ray imaging systems. For example, in one embodiment, an X-ray system is capable of estimating an X-ray dose based on an energy interaction of the X-rays with respective portions of an object. In another embodiment, the X-ray dose estimate may be provided on a per voxel, per region, and/or per organ basis.

Abstract: Embodiments of the disclosure relate to projection-based dose estimation for X-ray systems, such as X-ray imaging systems. For example, in one embodiment, an X-ray system is capable of estimating an X-ray dose based on an intensity profile of the detected X-rays that have passed through a scanned object and an estimated mass of the object. In one embodiment, the intensity profile may be compared to a baseline scan to acquire an estimate of energy interaction with the object.