Abstract: Systems and methods are provided for low-latency autoregressive generation of sequence output based on a plurality of parallel draft sequences. A lower-latency machine-learned model (e.g., having a smaller number of parameters than a model of interest) can generate a plurality of draft sequences comprising a plurality of draft tokens per sequence. A machine-learned model of interest (e.g., having a high latency per token) can evaluate a plurality of respective conditional probabilities for the respective draft tokens in parallel. An output sequence comprising one or more accepted draft tokens, corrected tokens, and/or additional tokens can be generated based on the draft tokens and conditional probabilities.

Abstract: An artificial knee joint includes a tibial component implanted into the proximal end of a tibia, and a bearing component coupled to the tibial component, in which the tibial component includes an interference prevention portion capable of preventing interference with the bearing component when the bearing component is inserted diagonally and the bearing component includes a protrusion coupled to the interference prevention portion.

Abstract: A knee joint implant that prevents hyperextension includes a femoral component having an anterior surface with reference to the lowermost point of a convex condyle, the anterior surface being configured to have different curvature radii in respective sections thereof, and a bearing component having an anterior surface with reference to the lowermost point of a concave articular surface, the anterior surface being configured to have different curvature radii in respective sections, so that when an extended knee is about to be hyperextended, the convex condyle of the femoral component slides toward the anterior side and is brought into contact with a plurality of points of the concave articular surface of the bearing component, thereby producing resistance so as to suppress hyperextension exceeding a design range due to behavioral habits, a decrease in muscle mass, and the like of the patient.

Abstract: A knee joint implant that prevents hyperextension includes a femoral component having an anterior surface with reference to the lowermost point of a convex condyle, the anterior surface being configured to have different curvature radii in respective sections thereof, and a bearing component having an anterior surface with reference to the lowermost point of a concave articular surface, the anterior surface being configured to have different curvature radii in respective sections, so that when an extended knee is about to be hyperextended, the convex condyle of the femoral component slides toward the anterior side and is brought into contact with a plurality of points of the concave articular surface of the bearing component, thereby producing resistance so as to suppress hyperextension exceeding a design range due to behavioral habits, a decrease in muscle mass, and the like of the patient.

Abstract: An artificial knee joint includes a tibial component implanted into the proximal end of a tibia, and a bearing component coupled to the tibial component, in which the tibial component includes an interference prevention portion capable of preventing interference with the bearing component when the bearing component is inserted diagonally and the bearing component includes a protrusion coupled to the interference prevention portion.

Abstract: A joint examination system includes an examination server transmitting request information for performing examination of a joint of a patient to a patient terminal, receiving execution information from the patient terminal in response to the request information, and storing and analyzing the execution information.