Abstract: Disclosed herein is a system for machine learning assisted surgical planning. The system can include a data acquisition module configured to collect preoperative data, intraoperative data, and postoperative data. The preoperative data can include any of imaging data, patient-reported outcome measures and functional metrics. The intraoperative data can include kinematic assessment of a knee joint. The postoperative data can include any of functional recovery metrics, radiographic data, and adverse event tracking. The system can include a machine learning model configured to process the preoperative data, intraoperative data, and postoperative data to identify patterns and relationships between surgical planning attributes and patient-specific outcomes, and generate predictive outputs including recommendations for the surgical planning attributes.

Abstract: Disclosed herein is a method for knee joint balancing. The method can include determining a joint line obliquity of a knee joint and a hip-knee-ankle angle of the knee joint. The method can include comparing the joint line obliquity and the hip-knee-ankle angle to a predetermined value, and adjusting the joint line obliquity and hip-knee-ankle angle of the knee joint if the joint line obliquity and the hip-knee-ankle angle are different from the predetermined value. The joint line obliquity can be any of an extension line joint line obliquity and flexion joint line obliquity.

Abstract: A computer-implemented voice application indexing method and system for supplying voice applications that provide telephony services to users. The method and system include receiving voice application data over the network regarding the voice applications. The voice application data contains location data to indicate where the voice applications are located on the network. The voice application data are stored in a database in accordance with a predetermined voice application taxonomy. A request is received for a voice application based upon a user requesting a telephony service. The request includes search criteria for selecting a voice application from the database. The location data of at least one voice application (whose stored voice application information substantially satisfies the search criteria) is retrieved from the database. The voice application located at the retrieved location data is used to perform the user-requested telephony service.

Abstract: A computer-implemented voice application indexing method and system for supplying voice applications that provide telephony services to users. The method and system include receiving voice application data over the network regarding the voice applications. The voice application data contains location data to indicate where the voice applications are located on the network. The voice application data are stored in a database in accordance with a predetermined voice application taxonomy. A request is received for a voice application based upon a user requesting a telephony service. The request includes search criteria for selecting a voice application from the database. The location data of at least one voice application (whose stored voice application information substantially satisfies the search criteria) is retrieved from the database. The voice application located at the retrieved location data is used to perform the user-requested telephony service.

Abstract: A computer-implemented voice application indexing method and system for supplying voice applications that provide telephony services to users. The method and system include receiving voice application data over the network regarding the voice applications. The voice application data contains location data to indicate where the voice applications are located on the network. The voice application data are stored in a database in accordance with a predetermined voice application taxonomy. A request is received for a voice application based upon a user requesting a telephony service. The request includes search criteria for selecting a voice application from the database. The location data of at least one voice application (whose stored voice application information substantially satisfies the search criteria) is retrieved from the database. The voice application located at the retrieved location data is used to perform the user-requested telephony service.

Abstract: A computer-implemented audio advertising system for providing audio advertisements to users over a network. An advertising management server receives audio advertisements and advertisement account data over the network. An advertising database stores the audio advertisements and advertisement account data. Upon requests from telephony services, an advertising selection and retrieval server fetches audio ads according to a set of effective searching criteria. The retrieved audio ad is played to users of the telephony services.

Abstract: A computer-implemented voice application indexing method and system for supplying voice applications that provide telephony services to users. The method and system include receiving voice application data over the network regarding the voice applications. The voice application data contains location data to indicate where the voice applications are located on the network. The voice application data are stored in a database in accordance with a predetermined voice application taxonomy. A request is received for a voice application based upon a user requesting a telephony service. The request includes search criteria for selecting a voice application from the database. The location data of at least one voice application (whose stored voice application information substantially satisfies the search criteria) is retrieved from the database. The voice application located at the retrieved location data is used to perform the user-requested telephony service.

Abstract: Apparatus for the extraction of objects (32) immobilized in sections (19) of a pneumatic transfer network (30). The apparatus includes a flexible pipe (12), a metal-clad or radiation-impervious container (10) and a blower (5). A flange (16) makes it possible to connect the pipe (12) to the upstream end of the section (19). A suction system then makes it possible to draw the jammed jug (32) to the bottom of the metal-clad container (8) by moving it back into the section (19). Advantageously, the blower (5) is reversible for propelling the jug (32) in the opposite direction to a scrapping installation, to which is connected the flexible pipe (12). Therefore, both the manipulations and the contamination risks are reduced.

Abstract: A receptacle (59) is provided which includes a flask (22) surrounded by a casing (23) able to slide into a pipe by pneumatic means. A composite element (33, 40) formed of all of one piece is used to close both the openings of the flask and casing by means of screwing. These improvements and others render the receptacle extremely suitable for a large number of measurements carried out in shielded analysis boxes for dangerous samples, especially radioactive ones.

Abstract: Device for filling a receptacle (R) by lowering it onto a needle (5) which pierces it. The portions of the installation adjacent to the bottom of the receptacle (R), which could be polluted by ill-timed projections of liquid from the needle, are washed and dried by nozzles (27, 28, 29) for washing the zones potentially reached by the projections, as well as the needle (5) itself, this washing and drying being followed by drying by suction orifices (38).