Abstract: An optical marker for positioning a medical device outside a body and the medical device are disclosed. The optical marker comprises: a base having a concave or a convex, the concave or the convex being provided with a non-coplanar optical mark(s), and the optical mark(s) being visible on the entire surface of the concave or the convex; and a connecting portion connected to the base and used for connecting with the medical device. In the optical marker, the base provided with the optical mark(s) has a non-planar structure, being able to increase the recognizable angle of the medical device and improve the recognition accuracy and stability.

Abstract: A set of sentences within a natural language text document are parsed, generating a word-level graph corresponding to a sentence in the set of sentences. Within the word-level graph using a trained entity identification model, a set of entity candidates are identified. From a set of graphs modelling relationships between portions of the set of sentences, a set of embeddings is generated. From a set of pairs of embeddings in the set of embeddings using a set of deconvolution layers, a set of links between entity candidates within the set of entity candidates is extracted. From the set of links and the set of entity candidates, an output graph modelling linkages between portions of the set of sentences within the natural language text document is generated.

Abstract: A set of sentences within a natural language text document are parsed, generating a word-level graph corresponding to a sentence in the set of sentences. Within the word-level graph using a trained entity identification model, a set of entity candidates are identified. From a set of graphs modelling relationships between portions of the set of sentences, a set of embeddings is generated. From a set of pairs of embeddings in the set of embeddings using a set of deconvolution layers, a set of links between entity candidates within the set of entity candidates is extracted. From the set of links and the set of entity candidates, an output graph modelling linkages between portions of the set of sentences within the natural language text document is generated.

Abstract: A microdroplet treatment device, comprising: a sample introduction system, a microfluidic chip system (46), a temperature control system, a droplet recognition system, a droplet detection system and a control system (45); the sample introduction system is used for introducing, into the microdroplet treatment device, samples of aqueous phase and oil phase, and the sample introduction system comprises at least: a sample introduction system I (41) and a sample introduction system II (42), the sample introduction system I (41) being used for introducing, into the microdroplet treatment device, samples of oil phase, and the sample introduction system II (42) being used for introducing into the microdroplet treatment device, samples of aqueous phase; the microfluidic chip system (46) comprises a substrate (4), pipes (1a, 1b, 1c, 1d, 2, 3) formed in the substrate, and a first detection window (9) and a second detection window (10); the temperature control system comprises: a temperature sensor and a temperature cont

Abstract: This application provides a method for obtaining a virtual reality (VR) resource by a terminal and a terminal, and relates to the field of communications technologies, so that the terminal can quickly and conveniently find a VR resource required by a user, to improve user experience. The method specifically includes, when a terminal detects an operation of choosing, by a user, to search for a VR resource related to a specific picture, automatically obtaining, by the terminal, feature information of the specific picture, and generating a request based on the feature information, sending, by the terminal, the request to a VR server, and then receiving, by the terminal, a list of related VR resources found by the VR server through matching based on the request.