Abstract: A method of implementing an artificial intelligence based imaging platform for cardiopulmonary analysis comprises providing a multilayer convolutional network for cardiopulmonary analysis configured for segmenting data sets of cardiopulmonary scans into resolution voxels; supervised learning and validation of the platform by classification of tissue within classification voxels of a specific given training and validation data sets by the multilayer convolutional network for neurological tumor identification with each classification voxel of the training and validation data sets having a predetermined ground truth; and implementing the platform by classification of tissue within classification voxels of a specific given patient data sets by the multilayer convolutional network for cardiopulmonary analysis with each classification voxel of each data set assigned a label. An artificial intelligence based imaging platform implemented according to the method is disclosed.

Abstract: A radar sensing system including transmit antennas and receive antennas, transmitters, receivers, and a controller. The system further includes a transmit antenna switch selectively coupling each of the transmitters to a respective transmit antenna, and a receive antenna switch selectively coupling at least one receiver of the receivers to respective receive antennas. A quantity of receivers is different from a quantity of the receive antennas. The controller is operable to select a quantity of receivers to be coupled to receive antennas to realize a desired quantity of virtual receivers. The controller is operable to select an antenna pattern as defined by the selected quantity of receivers coupled to receive antennas.

Abstract: A system and method dynamically adjusting the rate at which incoming content data is transferred into a media gateway appliance, and the rate at which outgoing content data is provided to one or more client devices by the media gateway appliance. This dynamic adjustment is performed in accordance with a predetermined program and as a function of real-time data streaming rates and predetermined rate parameters and preferences. The system and method enable the provision of an improved viewing and content acquisition experience for users.

Abstract: A augmented reality glasses and social networking service coupled with immersive stories, pictures, and 360 video are enabled using one or more wireless communication devices, smart glasses, augmented reality devices, mobile devices, and wireless networks. Picture and video challenges are enabled to drive communication within members of the group. Users are enabled to describe presence for activity using a presence matching and monitoring subsystem. The ability to share stories with a select group of individuals is enabled. The stories may include automatically condensed highlights of an individual or group chat or acquired media. the social networking and messaging platform may have features including issuing status updates with timer clock in which it counts down, creating channels and groups based on events, location and occasions, creating stories based on specific content items from one or more users in one or more channels.

Abstract: A medicine delivery and tracking system includes a medicine injection pen and a delivery port. The pen includes a needle through which medicine is dispensed and an electronic unit configured to at least one of log dispensing of medicine from the pen, control dispensing of medicine from the pen, or communicate regarding dispensing of medicine from the pen. Alternatively, the electronic unit may be part of a separate computing device. The delivery port is configured for attachment to a user and to receive the needle of the pen such that medicine dispensed from the pen is dispensed into the delivery port and through the delivery port to the user. The delivery port includes a detector mechanism configured to detect a presence of the pen and, in response thereto, to communicate a signal to the electronic unit for use in the at least one of logging, controlling, or communicating.

Abstract: A method of implementing an artificial intelligence based neuroradiology platform for neurological tumor identification comprises providing a multilayer convolutional network for neurological tumor identification configured for segmenting data sets of full neurologic scans into resolution voxels; supervised learning and validation of the platform by classification of tissue within classification voxels of a specific given training and validation data sets by the multilayer convolutional network for neurological tumor identification with each classification voxel of the training and validation data sets having a predetermined ground truth; and implementing the platform by classification of tissue within classification voxels of a specific given patient data sets by the multilayer convolutional network for neurological tumor identification with each classification voxel of each data set assigned a label. The platform may be used for T-cell therapy initiation and tracking.

Abstract: A radar sensing system including transmit antennas and receive antennas, transmitters, receivers, and a controller. The system further includes a transmit antenna switch selectively coupling each of the transmitters to a respective transmit antenna, and a receive antenna switch selectively coupling at least one receiver of the receivers to respective receive antennas. A quantity of receivers is different from a quantity of the receive antennas. The controller is operable to select a quantity of receivers to be coupled to receive antennas to realize a desired quantity of virtual receivers. The controller is operable to select an antenna pattern as defined by the selected quantity of receivers coupled to receive antennas.

Abstract: A storage system and method for improving utilization of a communication channel between a host and the storage system are provided. In one embodiment, a host sends a request for workload pattern information to the data storage device, and the data storage device provides the requested workload pattern information to the host. Based on that workload pattern information, the host queues commands to be sent to the data storage device to improve utilization of the communication channel between the host and the data storage device. Other embodiments are provided.

Abstract: The present disclosure is directed to seamless access to a common physical disk in an AMP system without an external hypervisor, and includes one or more processors and one or more computer-readable non-transitory storage media comprising instructions that, when executed by the one or more processors, cause one or more components of the system to perform operations including instantiating, by a first instance, a second instance during a system upgrade, creating, in the first instance, a first disk abstraction for a block device of a physical disk, and attaching the block device under the first disk abstraction. The operations further include providing the second instance network-based access to the physical disk using the first disk abstraction of the first instance during the system upgrade.

Abstract: Protein hydrolysate compositions and methods of making the same are disclosed. The protein hydrolysate composition has a protein-rich organic content. The protein hydrolysate composition may be substantially free of exogenous chelating agents, chaotropic agents and surfactants. The protein hydrolysate composition may be low in ash content. The protein hydrolysate composition is produced by processing a biomass, e.g., a microbial biomass, through a combination of physical, chemical and/or enzymatic treatments. The protein hydrolysate may be sourced via microbial biomass from CCk as a carbon source. Also disclosed are methods of using the protein hydrolysate compositions, e.g., as a biostimulant.

Abstract: A system includes a plurality of wireless transmitters and a processor configured to: receive, from a mobile device, signal strengths of signals from the wireless transmitters as detected by the mobile device. The processor is also configured to determine a location of the mobile device in a vehicle, based on a distance from the mobile device to each of the wireless transmitters, as indicated by the received signal strengths and store the location of the mobile device as an occupant location.

Abstract: A system and method enabling the seamless transition between viewing a recorded portion of a program and rejoining a live stream of that program. The system and method enable the rapid provision of live-streamed content upon the exhaustion of the playback of recorded content. This achieved by utilizing a universal resource locator associated with the source of the content.

Abstract: A system and method dynamically adjusting the rate at which incoming content data is transferred into a media gateway appliance, and the rate at which outgoing content data is provided to one or more client devices by the media gateway appliance. This dynamic adjustment is performed in accordance with a predetermined program and as a function of real-time data streaming rates and predetermined rate parameters and preferences. The system and method enable the provision of an improved viewing and content acquisition experience for users.

Abstract: A system and method dynamically supporting the concurrent storage of both quadrature amplitude modulated formatted and Internet protocol formatted video content. In particular, this dynamic support is based, at least in part, upon the recognition of format of the content being stored or retrieved from a memory. This memory is typically a hard-disk drive associated with a media gateway appliance. The system and method enable the provision of an improved content viewing and storage experience for users.

Abstract: A cellular telephone or mobile device with several methods of touch, voice, and gesture based input is described. A user is able to interact with a touch screen display on the device to select one or more keys, expand keys, and customize legends or toolbars. A user may deliver spoken audio to the device and actuate a series of commands on the device including search on the device, search on the Internet, accessing an Internet resource, or downloading a document. A user may be able to execute one or more macros on the device. The device may further have a plurality of authentication methods based on the activities on the device. Authentication requests may be made for specific applications or the device. An authentication request may include identifying pictures taken on the device and engaging in activities with the photos.

Abstract: A mobile communication system based on images, enabling communication between a plurality of mobile devices and servers, wherein the images have associated additional properties in the nature of voice, audio, data and other information. The system further enabling the formation of one or more image networks wherein the images are stored, organized, connected and linked to each other by one or more methods inclusive of one to one connection between images, a hierarchical connection between images and or other methods of connection between images to facilitate efficient image based communication between mobile devices, stationary devices and servers based on the mobile device identification, mobile device specific profiles and user specific profiles.

Abstract: According to at least one aspect, a hydrogen gas dispensing system is provided. The hydrogen gas dispensing system includes a source configured to provide a hydrogen gas, a storage device configured to store the hydrogen gas up to a first pressure level, a dispenser configured to dispense the hydrogen gas up to a second pressure level that is higher than the first pressure level, and a compressor configured to compress the hydrogen gas from the source up to the first pressure level for storage in the storage device and configured to compress the hydrogen gas from the storage device up to the second pressure level for dispensing via the dispenser. According to at least one aspect, the dispensing system comprises an input power port configured to receive input power and an output power port configured to deliver output power derived from the input power to charge an electric vehicle.

Abstract: Heterocyclic compounds of Formula (I), (II), and (III) are described herein along with their polymorphs, stereoisomers, prodrugs, solvates, co-crystals, intermediates, pharmaceutically acceptable salts, and metabolites thereof. The compounds described herein, their polymorphs, stereoisomers, prodrugs, solvates, co-crystals, intermediates, pharmaceutically acceptable salts, and metabolites thereof are PAD4 inhibitors and may be useful in the treatment of various disorders, for example rheumatoid arthritis, vasculitis, systemic lupus erythematosis, cutaneous lupus erythematosis, ulcerative colitis, cancer, cystic fibrosis, asthma, multiple sclerosis and psoriasis.

Abstract: A storage system and method for improving utilization of a communication channel between a host and the storage system are provided. In one embodiment, a host sends a request for workload pattern information to the data storage device, and the data storage device provides the requested workload pattern information to the host. Based on that workload pattern information, the host queues commands to be sent to the data storage device to improve utilization of the communication channel between the host and the data storage device. Other embodiments are provided.

Abstract: Embodiments of the invention provide amperometric analyte sensors having optimized elements such as interference rejection membranes, and associated architectures, as well as methods for making and using such sensors. While embodiments of the innovation can be used in a variety of contexts, typical embodiments of the invention include glucose sensors used in the management of diabetes.