Abstract: Systems and methods for using stylus-derived metrics to determine a cognitive impairment status. A method comprises receiving a collection of multimodal data of a user interaction with a computing device; processing the collection of multimodal data according to each modality within the collection of multimodal data; deriving one or more first order features from the processed collection of multimodal data; deriving one or more second order features from the processed collection of multimodal data; creating a patient data model based on the first and second order features; and applying a machine learning model to the patient data model to determine a cognitive impairment status.

Abstract: Systems and methods are disclosed for predicting a functional impairment status. A method for predicting a functional impairment status comprises administering a battery of assessments to a patient, and receiving a plurality of response thereto; collecting performance parameters based on the patient's performance on the battery of assessments; providing the collected performance parameters and the plurality of responses to a pretrained machine learning model; predicting, using the pretrained machine learning model, a likelihood of the patient having an impairment in daily activity; determining a functional impairment status of the patient based on the prediction, and outputting the functional impairment status.

Abstract: A vehicle end portion includes a right-hand closure assembly, a left-hand closure assembly, an end module, and at least one locating component positioned to locate the end module relative the left-hand closure assembly and the right-hand closure assembly.

Abstract: A vehicle end portion includes a right-hand closure assembly, a left-hand closure assembly, an end module, and at least one locating component positioned to locate the end module relative the left-hand closure assembly and the right-hand closure assembly.

Abstract: In a pen plotter having plotting media supplied in the form of plotting media supply rolled around a hollow tube, this is a method and apparatus for automatically identifying the type of, and measuring the amount of, plotting media contained on the plotting media supply roll. A circular barcode strip is secured to the inner surface of the supply tube and is optically scanned to reveal the identity of the media contained on the supply roll. Said barcode strip's properties allow for the determination of the rotational velocity of the supply roll which, when used in conjunction with other known and easily derivable pieces of information, also allow for the precise calculation of the amount of media remaining on the roll. Knowing the identity of the media on the roll allows the plotter to handle the media in a manner consistent with its properties. Knowing the quantity of media remaining allows both media low and media out conditions to be determined and alarmed.