Abstract: A computer-implemented method of compensating for image quality issue in an image study. The method includes acquiring a current image study, measuring, via a processor, a patient positioning parameter indicating a deviation of a patient position in the current image study to an optimal patient position for an image exam type of the current image study and analyzing, via an analysis module, the current image study and the determined patient positioning parameter to determine a relationship between positioning errors and a grading of a diagnostic finding for the current image study, wherein the grading of the diagnostic finding includes one of a severity of the diagnostic finding or a certainty classification of the diagnostic finding.

Abstract: Aspects of the disclosure relate to a battery cell that includes a rolled electrode layer having a coated region, and multiple uncoated extensions that are radially aligned with each other, such as along a direction extending radially from a center of the rolled electrode layer.

Abstract: The systems and methods presented herein include a sidewall coring tool assembly that includes a coring shaft having an internal cavity and configured to be coupled to a coring motor shaft of a coring motor at a first axial end of the coring shaft. The coring shaft includes a plurality of scoops disposed circumferentially on a first external surface of the coring shaft. Each scoop of the plurality of scoops forms a conduit from an exterior of the coring shaft to an interior of the coring shaft. The sidewall coring tool assembly also includes a coring bit coupled to the coring shaft at a second axial end of the coring shaft. The sidewall coring tool assembly further includes a static sleeve coupled to the coring motor and disposed radially within the internal cavity of the coring shaft.

Abstract: Systems, methods, devices, and an apparatus for capping blood sample tubes after they are processed in an automated blood sample analysis processing system are provided. One aspect describes an automated blood sample tube capping assembly configured to automatically cap a plurality of sample tubes after they are processed in an automated blood sample analysis processing system.

Abstract: An actuator assembly (100) comprises: a support structure (51); a movable part (10) that is movable relative to the support structure; and a set of one or more actuating units (80). Each actuating unit (80) is configured, on actuation, to apply a force on the movable part (10) that is substantially directed along a line in a plane perpendicular to a primary axis (z). Each actuating unit (10) comprises: a force-modifying mechanism (84) connected to one of the support structure (51) and the movable part (10); a coupling link (83) connected between the force-modifying mechanism (84) and the other of the support structure (51) and the movable part (10); and an SMA element (70a) connected between the force-modifying mechanism (84) and the one of the support structure (51) and the movable part (10).

Abstract: The present disclosure provides, inter alia, a pharmaceutically acceptable oral dosage form comprising an ionically chargeable hydrogel and a protective coating for delivery of an ionically chargeable active agent to an intestinal site. Also provided are methods for treatment using the pharmaceutically acceptable oral dosage form disclosed herein.

Abstract: Disclosed herein are an exemplary apparatus, system, and methods (e.g., Tactical Passive RFID transponder gloves with Morphological Actuation) comprising a glove made predominately of a resistive fabric that varies resistance per degree of deformation; comprising near field communication RFID tag readers, and a controller coupled to the glove to evaluate the varied resistance. A method of classifying RFID tags is also disclosed.

Abstract: A learning environment presents, at a first skill level, first content of a first learning requirement to a learner via a user interface on a client device. The learning environment detects behavior of the learner selecting assistive content during interaction with the first content and determines a proficiency of the learner at a decision point of the first learning requirement. The learning environment determines a path directive based on the behavior, the proficiency, and a learner history, where the path directive defines a direction of a next step in the learning path for the learner. The learning environment determines a next content and a next skill level based on the path directive and presents the next content at the next skill level to the learner via the user interface.

Abstract: A voucher management system receives, from a computing device manufacturer system, an ownership voucher that transfers ownership of a computing device from the computing device manufacturer system to the voucher management system, and a hardware attestation certificate for the computing device, and associates them with the computing device in a voucher management database. When the voucher management system determines that the ownership of the computing device should be transferred to an end user system, it automatically generates second ownership transfer data by signing an end user system public key with a voucher management system private key, provides the second ownership transfer data in the ownership voucher in order to transfer ownership of the computing device from the voucher management system to the end user system, and provides the ownership voucher and the hardware attestation certificate to the end user system.

Abstract: An amphibious vehicle that can be operated in a variety of conditions and terrain, including on land and in water, includes a high visibility cab portion, a chassis, and prime mover. The amphibious vehicle has two rows of forward-facing seats situated inside the cab portion, allowing both the operator and passengers to look outside via the high visibility cab portion. A CVT and steering-wheel interface for steering is utilized to provide the operator with an intuitive driving experience.

Abstract: An example method includes providing, to a sequence model (i) a plurality of few-shot prompts, wherein each prompt comprises a demonstration passage, a demonstration task, and a demonstration query, wherein the demonstration task describes a type of retrieval, and wherein the demonstration query is relevant to the demonstration task, and (ii) a plurality of passages sampled from a corpus of passages. The method also includes receiving, from the sequence model and for the plurality of passages and based on the plurality of few-shot prompts, a respective plurality of predicted task-query pairs, the sequence model having been prompted to predict a task based on an input passage, and predict an output query relevant to the predicted task. The method further includes generating a synthetic training dataset comprising the plurality of passages and the respective plurality of predicted task-query pairs. The method also includes providing the synthetic training dataset.

Abstract: The present invention relates to patient positioning. In order to facilitate patient positioning, an apparatus is provided that comprises an input unit, a processing unit, and an output unit. The input unit is configured to receive an X-ray image of an anatomy of interest of a patient obtained from a first image acquisition and a target set of pose parameters describing a target position of the anatomy of interest for image acquisition. The processing unit is configured to detect the anatomy of interest in the X-ray image, to determine a set of pose parameters describing a current position of the detected anatomy of interest in the first image acquisition, to determine a difference between the determined set of pose parameters and the target set of pose parameters, and to construct a trajectory that defines a sequence of sets of pose parameters for bringing the anatomy of interest from the current position to the target position, if the difference is equal to or greater than a pre-defined threshold.

Abstract: The present invention provides a retrospective analysis of subject and/or implant positioning. Provided is a method and device for assisting positioning of a subject having an implant in X-ray imaging. The method comprises the steps of receiving (S1) X-ray image data of the subject including the implant, receiving (S2) exam request data indicating at least an exam type to be performed for the specific implant, and determining at least one set of image features being assigned to the requested exam type and indicative for positioning of the subject and/or the implant relative to an X-ray imaging device. Further, the method comprises analyzing (S3) an image content of the received X-ray image data for the determined set of image features, and determining (S4), from the analysis of the image content, a feedback being indicative for positioning the subject and the X-ray imaging device to each other with respect to a target positioning, to be provided for assisting the positioning.

Abstract: An apparatus for correcting bunion deformity includes an elongated member, a first arm member extending from a first end to a second end, a second arm member, and a rotation guide. The first arm member has an arm axis and is coupled to the first end of the elongated member so that the arm axis extends in an orthogonal direction from the elongated member. The second arm member includes an attachment portion configured to translatably engage the elongated member and an extension extending in the same orthogonal direction as the first arm member. The rotation guide is coupled to the first arm member such that the rotation guide is configured to rotate with respect to the first arm member about a rotation axis, the rotation guide defining a bore having a longitudinal axis.

Abstract: A technique may include receiving, by a management service a plurality of instance configurations from a client device. The technique may then include receiving, by the management service, information identifying a launch request for a compute instance. The technique may include determining, by the management service, one or more candidate shapes for the compute instance based at least in part on the plurality of instance configurations. The technique may include selecting, by the management service and from the one or more candidate shapes, a launch shape for the compute instance and launching the compute instance using the launch shape. The technique may then include providing, the client device access to the compute instance, launched based on the launch shape.

Abstract: An interstitial recessed cantilever latch mechanism for fiber optic and electrical connectors is disclosed. This mechanism enables the design of more spatially efficient multi-position connectors while retaining the reliability and tactile feedback of traditional connector latch mechanisms. The mechanism also allows the receptacle interface to be substantially simplified, and reduces the number of unique components required by means of a hermaphroditically assembled backshell half.

Abstract: A method of operating a cleaning and transferring system in a venue with a first location and a second location includes receiving one or more accessories onto a conveyor at the second location. The method also includes transferring the one or more accessories from the second location to the first location via the conveyor. The method further includes cleaning the one or more accessories during the transferring of the one or more accessories from the second location to the first location via the conveyor. The method further includes receiving one or more guest items onto the conveyor at the first location. The method further includes transferring the one or more guest items from the first location to the second via the conveyor.

Abstract: An attraction system has a plurality of show effects, a handheld or wearable device, and a control system. The control system is configured to perform operations that include monitoring a parameter of the handheld or wearable device, determining that the parameter is indicative of an undesirable utilization of the attraction system, and controlling the handheld or wearable device, at least one show effect of the plurality of show effects, or both. The control system is also configured to provide guidance to change the parameter in response to the determination that the parameter is indicative of the undesirable utilization of the attraction system.

Abstract: The technology employs soft knowledge prompts (KPs) to inject relevant world knowledge into language models. This includes training KPs via self-supervised learning on data from one or more knowledge bases. KPs are task independent and can function as an external memory of the language models. KPs may be entity-centric, meaning that each prompt primarily encodes information about one entity from a given knowledge base. A method includes identifying a KP in response to a received input text, concatenating that KP to a sequence of word embeddings of the input text, applying the concatenated information to a trained language model, predicting an object entity name, computing a cross-entropy loss, and updating the identified KP based on the computed cross-entropy loss.

Abstract: An inspection vehicle for an attraction system of an amusement park includes one or more bogies configured to engage with a path of the attraction system, a sensor configured to capture imagery of the path, and a controller communicatively coupled to the sensor. The controller is configured to receive data indicative of a detected marker, determine a path section at which the inspection vehicle is located based on the detected marker, determine target imagery associated with the path section, receive captured imagery from the sensor, and output a control signal in response to determining a difference between captured imagery received from the sensor and the target imagery is equal to or greater than a threshold value.