Abstract: The present disclosure claims a carbon nanoparticles suspension injection-Fe mixture. When the mixture is used in combination with near-infrared light for tumor low-temperature hyperthermia, the administration dosage can be decreased so as to reduce the occurrence of adverse reactions; the hyperthermia using the mixture has a low temperature, so that the surrounding normal tissues are not liable to be damaged, and the adverse reactions during the hyperthermia using carbon nanoparticles can also be reduced. Moreover, it is further proved that the CNSI-Fe mixture and the near-infrared irradiation are synergic. Based on the means and technical effects of low-temperature hyperthermia, the present disclosure has extensive clinical significance.

Abstract: A method for training classification model is provided. The method includes: an annotated data set is processed based on a pre-trained first model, to obtain N first class probabilities, each being a probability that the annotated sample data is classified as a respective one of N classes; maximum K first class probabilities are selected from the N first class probabilities, and K first prediction labels, each corresponding to a respective one of K first class probabilities, are determined; and a second model is trained based on the annotated data set, a real label of each of the annotated sample data and the K first prediction labels of each of the annotated sample data. A classification method and device for training classification model are also provided.

Abstract: A cross-domain clock synchronization method, device and system and a computer storage medium, which are applied to a cross-domain synchronization network.

Abstract: A cross-domain clock synchronization method, device and system and a computer storage medium, which are applied to a cross-domain synchronization network.

Abstract: A method and system for automatically discovering a flexible rate Optical Data Unit (ODUflex) bandwidth hitless resizing capability are provided in the present document. The method includes: a source end interface of a link sending link summary message to an opposite end interface of the link, wherein the link summary message carries information of whether the source end interface of the link supports the ODUflex bandwidth hitless resizing capability; after receiving the link summary message, the opposite end interface of the link feeding back message to the source end interface of the link according to said information or according to said information and whether the opposite end interface of the link supports the ODUflex bandwidth hitless resizing capability, the source end interface of the link determining whether the link supports the ODUflex bandwidth hitless resizing capability according to the message fed back by the opposite end interface of the link.

Abstract: A Global Concurrent Optimization (GCO) method, device and system for Label Switching Path (LSP) are provided. The method comprises that: a Path Calculate Element (PCE) calculates the path of each LSP of a set of LSPs in a network, groups all LSPs, and performs a sequencing operation to obtain the setup and/or deleting order of the each LSP in a group to which the each LSP belongs, wherein the each LSP belongs to one group; and the PCE transmits a path calculation response message to a Path Calculation Client (PCC), wherein the path calculation response message carries the path calculation result of the each LSP of the set of the LSPs, the grouping information of the each LSP and the setup and/or deleting order of the each LSP in the group to which the each LSP belongs. According to the disclosure, the optimization/re-optimization efficiency is provided.

Abstract: A method and system for automatically discovering a flexible rate Optical Data Unit (ODUflex) bandwidth hitless resizing capability are provided in the present document. The method includes: a source end interface of a link sending link summary message to an opposite end interface of the link, wherein the link summary message carries information of whether the source end interface of the link supports the ODUflex bandwidth hitless resizing capability; after receiving the link summary message, the opposite end interface of the link feeding back message to the source end interface of the link according to said information or according to said information and whether the opposite end interface of the link supports the ODUflex bandwidth hitless resizing capability, the source end interface of the link determining whether the link supports the ODUflex bandwidth hitless resizing capability according to the message fed back by the opposite end interface of the link.