Abstract: Methods and systems for determining quality of media content are disclosed. The method performed by a server system includes extracting textual data related to a screenplay associated with media content being produced by a first user. Method includes segmenting the textual data into multiple sections to display each section to second user(s). Method includes receiving user input(s) from each of the second user(s) for each section. Method includes determining, by Machine Learning (ML) model(s) associated with the server system, user behavior of each second user, and a set of interpretations for the screenplay based on the textual data and user input(s). Method includes generating, by the ML model(s), a prediction indicative of a predicted quality of the media content based on the user behavior and the set of interpretations.

Abstract: Nanoparticles suitable for delivery of a cargo to a chondrocyte, and targeting peptides comprising a chondrocyte targeting sequence, are provided. Further provided are uses of the nanoparticles and targeting peptides, for example, in treating a joint or cartilage disease or disorder.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: A method of enhancing a resolution of an EDS image of a sample includes generating an EDS image of the sample, generating a non-EDS image of the sample generating, using a machine learning algorithm, an enhanced resolution EDS image of the sample based on the generated feature map and based on the first EDS image, where a resolution of the enhanced resolution EDS image is higher than a resolution of the first EDS image.

Abstract: A method of enhancing a resolution of an EDS image of a sample includes generating an EDS image of the sample, generating a non-EDS image of the sample generating, using a machine learning algorithm, an enhanced resolution EDS image of the sample based on the generated feature map and based on the first EDS image, where a resolution of the enhanced resolution EDS image is higher than a resolution of the first EDS image.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for automated prototyping of a topic model. An example method includes a data manipulation engine ingesting and pre-processing source data from a set of data sources, a feature extraction engine that thereafter transforms the pre-processed data into a set of numeric representations of the pre-processed data, and an autonomous model generator that automatically generates a trained topic model using the set of numeric representations. Embodiments further enable visualization of topic model output, which permits a user to easily consume and utilize information from a topic model for any number of purposes.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: A x-ray micro tomography system provides the ability to proscriptively determine regularization parameters for iterative reconstruction of a sample, from projection data of the sample. This allows a less experienced operator to determine the regularization parameters with adequate precision.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: Devices used to cue a user to take a step when experiencing a walking disorder, such as a freezing of gait episode, are disclosed. The devices are configured to cue the user with a visual and/or audible cue. The devices include an activation module and a cueing module. The cueing module includes a metronome and a laser light source. The devices are mounted on an assistive mobility device or on the user.

Abstract: Provided are systems and methods for improving movement irregularities.

Abstract: A method of enhancing a resolution of an EDS image of a sample includes generating an EDS image of the sample, generating a non-EDS image of the sample generating, using a machine learning algorithm, an enhanced resolution EDS image of the sample based on the generated feature map and based on the first EDS image, where a resolution of the enhanced resolution EDS image is higher than a resolution of the first EDS image.

Abstract: The “Odorless Toilet Seat”. The build of the toilet seat, which is designed for the consumer's comfort, sports a ¼ inch high housing groove on the back of the toilet seat. Inside the ¼ inch high housing groove is the “Odorless Toilet Seat's vent line. The vent line connects to an already existing patent “Odorless Toilet” (U.S. Pat. No. 6,499,150B1). The “Odorless Toilet Seat” will be held in place on the Toilet bowl with the standard housing & hinge hardware.

Abstract: A x-ray micro tomography system provides the ability to proscriptively determine regularization parameters for iterative reconstruction of a sample, from projection data of the sample. This allows a less experienced operator to determine the regularization parameters with adequate precision.

Abstract: A x-ray micro tomography system provides the ability to proscriptively determine regularization parameters for iterative reconstruction of a sample, from projection data of the sample. This allows a less experienced operator to determine the regularization parameters with adequate precision.

Abstract: X-ray microscopy tomography scanning systems are not constrained by continuous scanning trajectories like in medical scanners. In fact, the source and detector can be held stationary during subsequent image capture producing a discrete sampling pattern. For such systems, a method of producing an optimized, even illumination of the object by choosing source/detector locations on a surface of an imaginary cylinder surrounding the object is disclosed. The locations, in one example, form a regular lattice with even coverage on the surface of that cylinder, rather than at locations along a continuous curve such as a helix. Using this method, the effective pitch may be increased beyond the theoretical limit imposed by helical scanning, allowing a greater range of y-axis coverage for the same number of projection angles, corresponding to an increase in throughput.

Abstract: The present application discloses a computed tomography system having non-rotating X-ray sources that are programmed to optimize the source firing pattern. In one embodiment, the CT system is a fast cone-beam CT scanner which uses a fixed ring of multiple sources and fixed rings of detectors in an offset geometry. It should be appreciated that the source firing pattern is effectuated by a controller, which implements methods to determine a source firing pattern that are adapted to geometries where the X-ray sources and detector geometry are offset.

Abstract: In accordance with the present invention, there is provided a garment or undergarment (e.g., a T-shirt) which is provided with integrated multi-layer perspiration barriers uniquely configured to provide high levels of evaporative cooling and moisture vapor transmission. The perspiration barriers are integrated into the sleeve and torso portions of the garment such that such perspiration barriers actually define the underarm portions thereof. Each of the perspiration barriers is preferably comprised of four layers, each of which is formed from two separate panel pieces. The various layers included in each of the perspiration barriers, the manner in which such layers are stacked upon and attached to each other, and the manner in which the layers forming each perspiration barrier are integrated into the garment are specifically adapted to collectively promote evaporative cooling and a vapor transmission effect which provides superior perspiration absorption and evaporation, in addition to enhanced user comfort.