Abstract: In medical writing, manual process of creating, updating and maintaining documents is expensive, time consuming. This disclosure provides a method of an automatic medical document writing by receiving, a plurality of input documents as an input; processing, the inputted plurality of documents by extracting into an at least one section to generate a list of sections; classifying, at least one category corresponding to the at least one section to generate a summary set; generating, at least one of a local context and a global context based on the summary set; parsing, at least one sentence based on the generated local context and global context to generate at least one sequence of the plurality of sentences; processing, the at least one sequence of the plurality of sentence to generate a queue of the at least one sequence; validating, the queue of the at least one sequence to obtain a combined summary set.

Abstract: A vehicle includes an engine, a wireless transceiver that receives attribute data, and a controller. The controller selectively shuts down the engine responsive to such requests based on whether a predicted fuel savings associated with a predicted engine off duration is greater than a predicted fuel usage to restart the engine.

Abstract: Provided is a rotor blade for a wind turbine, with a trailing edge including a trailing edge core having several core elements arranged side by side, and with an inner and an outer laminate, wherein one core element is split into two element parts separated by a slit, whereby, seen in the direction from a blade root to a blade tip, the inner laminate runs into and through the slit and becomes the outer laminate.

Abstract: Various embodiments for providing a user interface test and validation system are described herein. An embodiment operates by determining user interface (UI) settings and metadata, and fetching data corresponding to the metadata. A plurality of test procedures corresponding to the UI element are identified. A plurality of states to be present in a rendering of the UI element based on the plurality of test procedures, the metadata, and the data are identified. A rendering of the UI element is validated against the plurality of states. A test report is provided based on the validating.

Abstract: In some embodiments, spinal disc degeneracy is diagnosed according to a decay variance map generated by determining a variance in T2 decay over time within each pixel or pixel subset of an MRI image. A region of interest may be defined as including nucleus pulposus (NP) and annulus fibrosus (AF) areas, and excluding cartilaginous endplate (EP) areas of a disc. A decay variance for a pixel or groups of pixels is calculated by determining ratios between consecutive intensity values of the T2 signal, determining differences between consecutive ratios, and summing the absolute values of the determined differences. Decay variance mapping may be used to diagnose degeneracy in other tissues, such as in joints.

Abstract: A system and method determines efficiency data of a technician performing a Medical Data Acquisition Procedure (MDAP), using a Medical Data Acquisition System (MDAS). The method includes receiving timing data including Digital Imaging and Communications in Medicine (DICOM) metadata obtained during the MDAP by the MDAS. The DICOM metadata includes time duration information relating to each of a plurality of stages of the MDAP. The method includes determining the efficiency data of the technician as a function of the timing data and predetermined efficiency data defined for the MDAP using the MDAS.

Abstract: Systems and methods described herein securely compute private data on a cloud platform. A network device in the cloud platform obtains a product or service description from a first user. The description includes a combination of public data and encrypted private data based on a first encryption key. The network device receives a query from an end device of a second user and retrieves, based on the query, the product or service description. The network device forwards the description to a trusted execution environment (TEE) instance for decryption of the encrypted private data, processing of the private data, and re-encryption of the private data with a second encryption key. The network device receives the re-encrypted private data from the TEE instance and assembles the re-encrypted private data and the public data into a query response for presentation on the end device. The network device sends, to the end device, the query response including the re-encrypted private data and the public data.

Abstract: The present invention is related to a method of preparing a solid dosage form, comprising the steps of: a) preparing a binder consisting of at least one polyunsaturated fatty acid salt; b) adding the binder and ingredients for the solid dosage form to a mixer; c) optionally carrying out one or more of the following steps: granulation, drying and sizing, d) blending the contents of the mixer; and e) compressing or slugging the blended contents to produce a solid dosage form wherein the binding parameter (BP) for the solid dosage form is at least 2 and is determined by: BP=H/C, wherein H is the tablet breaking force in Newton (N) and C is the compression force in kilo Newton (kN). Solid dosage forms prepared according to this method and the use of PUFA salts as binder in tableting applications for compression of solid components are further comprised by the present invention.

Abstract: The invention provides an improved down streaming process for production of polyunsaturated fatty acid salts suitable for tableting by direct compression.

Abstract: A method for distributed processing involves receiving a graph (G) of targets and of influencers, with each influencer related to at least one target, receiving an action graph of actions performed by one or more of the influencers, and key partitioning G across shards. The method further involves transposing the first graph (G) to obtain a first transposed graph (GT), value partitioning GT across the shards, storing the action graph on multiple shards, issuing, to a shard, a request specifying an influencer, to perform an intersection, receiving a response to the request of a set of influencers each of which is related to a target, and determining whether to send a recommendation to the target based on the response.

Abstract: A modular fixed wireless access (FWA) radio dock system is provided that allows docking of a single radio module that can be installed in multiple, different locations by connecting to any one of a plurality of docks and/or communication accessories. The radio module can be paired with different types/configurations of docking stations that include various connectivity ports that provide connectivity to a local network, a wired/wireless router, or other networking equipment. The docking stations can comprise both indoor and outdoor docking stations usable with the same radio module, and may include heat sink assemblies and/or fans that work in conjunction with heat sink assemblies of the radio module, as well as effectuate environmental sealing.

Abstract: A system and method for enhanced call progress assessment (CPA) utilizing dual-prong analysis, comprising a campaign management console, a data services engine, a traffic shaper, an agent desktop, an optimized CPA service, an auto-dialer with built-in CPA capabilities, and a simple dialer which allows enterprises to process outbound calls in parallel in order to quickly and accurately determine outbound call outcome, a live person or an answering machine or service, which can be used to route outbound calls in an appropriate manner. The system and method utilize a plurality of specialized CPA methods running in parallel to a built-in CPA system to analyze audio stream data associated with an outbound call and uses various entity-specific threshold parameters to determine a call outcome based on the results of the plurality of CPA methods. Such a system and method can provide faster and more accurate CPA using a dual prong approach.

Abstract: Techniques for machine learning inferencing endpoint discovery in a distributed computing system are discloses herein. In one example, a method includes searching a database containing machine learning endpoint records having data representing values of execution latency or prediction accuracy corresponding inferencing endpoints deployed in the distributed computing system. The method also includes generating a list of inferencing endpoints matching the individual target values and determining whether a count of the inferencing endpoints in the generated list exceeds a preset threshold. In response to determining that the identified count does not exceed the preset threshold, the method includes instantiating one or more additional inferencing endpoints in the distributed computing system based on the individual target values in the received query.

Abstract: An example provides a method, including: obtaining, using one or more sensor systems, sensor data for one or more persons in an environment comprising machinery; analyzing, using a processor, the sensor data using a trained model to identify the one or more persons and an associated time series of actions; determining, using the associated time series of actions, if the one or more persons are engaging in behavior indicative of an unsafe practice; and thereafter presenting safety information to a visual display system, connected software system or other decision support tool.

Abstract: A leaf removal assembly including a frame comprising a front plate having a feed opening, a leaf stripping assembly mounted on said front plate in front of said feed opening and an upper sprocket wheel comprising a plurality of upper socket grippers extending radially outward of the upper sprocket wheel and being disposed behind the front plate. The leaf removal assembly further includes a lower sprocket wheel comprising a plurality of lower sprocket grippers extending radially outwardly of the lower sprocket wheel and being disposed behind the front plate. At least one of the upper sprocket wheel and the lower sprocket wheel may be adjustably attached to the frame. A process for separating a leaf from a stalk comprising at least one leaf is also included.

Abstract: The disclosure provides compositions and methods of use of formulations effective for the delivery of biologically active molecules and materials, including therapeutic and diagnostic agents, and combinations thereof, to cells, tissues, and living organisms. More particularly, the present invention is related to the incorporation of hydrophobic nanoparticles, such as hydrophobic metal nanoparticles, into the membranes of vesicular delivery vehicles. These hydrophobic nanoparticles enhance the endosomal membrane fusogenicity of the formulations through the promotion of inverted hexagonal phase formation in the lipid bilayers of the vesicular delivery vehicles. As a result, the vesicular delivery vehicles more readily fuse with the endosomal membranes, leading to enhanced endosomal escape of the vesicular delivery vehicle and its contents, thereby facilitating the delivery of the biologically active molecules and materials incorporated within the vesicular delivery vehicles to their sites of action.

Abstract: Systems and methods are described for improving data availability and/or resiliency of indexers of a data intake and query system. A data intake and query system can index large amounts of data using one or more indexers. An indexer can store a copy of the data that the indexer is assigned to process in the shared storage system, and a cluster master can track the storage of the data and the indexer assigned to process the data. In the event an indexer fails or is otherwise unable to index data that it has been assigned to index, the cluster master can assign one or more second indexers to process the data. The second indexer can download the data from the shared storage system.

Abstract: One example method includes moving a volume from a source server to a target server. In one example, the volume is moved and the need to copy the source data is eliminated. The volume to be moved is selected and metadata associated with the save sets stored on the volume is exported to a volume bootstrap, which is also stored on the selected volume. The volume is mounted or attached to the target server and the metadata is imported from the volume bootstrap. The volume is made read/write and is moved from the source server to the target server.

Abstract: Methods, systems, and apparatuses are described for automatically determining a state signature for consumer electronic device(s) coupled to a switching device and/or other devices communicatively coupled to the consumer electronic device(s). The state signature is indicative of functional state(s) in which the consumer electronic device(s) are in. Such states include a power state, a proximity state, a communication state, and/or an operational state of the consumer electronic device(s). Based on the state signature(s), the switching device may infer which of the consumer electronic device(s) the user would like to use (or is using) and cause action(s) to be performed. Such actions include automatically switching to the AV port(s) to which such consumer electronic device(s) are connected, transmitting command(s) to such consumer electronic device(s), transmitting a notification message to such consumer electronic device(s), etc.