Abstract: An ostomy bag device includes a bag with first and second chambers communicating via a first opening and a pressure sensitive interface. The bag includes a second opening interfacing with a stoma exit and receiving waste in the first chamber, a third opening expelling the waste from the first chamber, and a fourth opening releasing gas from the second chamber. The interface transitions from a first state in which the interface prevents a gas flow through the first opening from the first to second chambers and a second state in which the interface allows the flow. A first pressure differential in the first chamber relative to the second chamber causes the interface to assume the first state preventing the flow and a second pressure differential in the first chamber relative to the second chamber higher than the first differential causes the interface to assume the second state allowing the flow.

Abstract: A sequencing data analysis platform can process datasets that include a large number of sequence read. The reads are aligned to one or more reference genomes. Due to sequencing errors, sequencing noise, or genuine differences between a reference genome and the individual species being sequenced, this mapping process may tolerate a certain number of mismatches, insertions, or deletions. The sequencing data analysis platform provides a set of tools for analyzing and visualizing the sequence reads.

Abstract: The present invention relates to compounds of Formula (I), (I) wherein R1, R2, R3, R4 and G are as defined herein. The invention further relates to herbicidal compositions which comprise a compound of Formula (I), to their use for controlling weeds, in particular in crops of useful plants.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for monocular underwater camera biomass estimation. In some implementations, an exemplary method includes obtaining an image of a fish captured by a monocular underwater camera; providing the image of the fish to a depth perception model; obtaining output of the depth perception model indicating a depth-enhanced image of the fish data in the image; determining a biomass value estimate of the fish based on the output; and determining an action based on one or more biomass values estimates including the biomass value estimate of the fish.

Abstract: A bearing laminate can include a metal support layer, a foam layer overlying the metal support layer, the foam layer including a polymeric foam; and a sliding layer overlying the polymeric foam layer, the sliding layer comprising a polymer matrix. Bearing articles made from the bearing laminate can have exceptional damping properties, such as a high damping ratio combined with a low dynamic stiffness.

Abstract: Regulating downhole fluid flow through a plurality of valves to treat wellbore sections while also allowing for production to continue. If it is determined that fluid flow through a valve of a plurality of valves is below a threshold, maintaining fluid flow through the below threshold valve may be maintained while restricting fluid flow through other valves of the plurality. This restriction fluidly isolates a section of a well from other sections of the well. Once isolated, a treatment substance may be injected through the below threshold valve into the isolated section of well. Afterwards, the closed valves may be reopened while restricting fluid flow through the treated section valve for a threshold period of time. the treated section valve may then be reopened after the threshold period of time.

Abstract: A room scheduling device is disclosed that provides a dial or knob for turning to adjust time being reserved. The room scheduling device further includes a tactile button to activating the device and setting a reservation after a duration has been selected via the dial. The room scheduling device further includes a software application running on a personal electronic device such as a smartphone. The software application identifies the room scheduling device via an identifier and then displays information from an electronic calendar system as an augmented reality. The system can further include an identifier on an exterior wall of the room that allows the software application to identify the space from a greater distance to allow users to identify and reserve space from a distance away from the room.

Abstract: A database management engine provides a user interface that allows users to access and modify employee information in a database. The database includes entries for employees, and each database entry includes identifying information about the associated employee. A user can request to modify data within database entries, for instance in order to update information associated with an employee. Responsive to the request, the database management engine identifies liabilities associated with the database modification stemming from associated tax laws. Based on the identified tax liabilities, the engine computes the aggregate tax liability owed by the employer and/or employee. Before modifying a database entry, the engine modifies the user interface to include interface elements detailing the computed aggregate tax liability. The user explicitly can be required to confirm the database modification in view of the aggregate tax liability.

Abstract: Alignment systems and methods are disclosed. A system includes a first component and a second component. The first component has a first body supporting a first alignment member. The second component has a second body supporting a second alignment member. The first and second alignment members are separated from another and are configured to provide an indication that a fluoroscopic device is properly aligned with an anatomical plane when viewed under fluoroscopy. A method includes placing a first component supporting a first alignment member and a second component supporting a second alignment member relative to a patent, and aligning a fluoroscopic device with an anatomical plane using the first and second alignment members.

Abstract: Compounds of the formula (I), are disclosed wherein the substituents are as defined in claim 1. Furthermore, the present invention relates to agrochemical compositions which comprise compounds of formula (I), to preparation of these compositions, and to the use of the compounds or compositions in agriculture or horticulture for combating, preventing or controlling animal pests, including arthropods and in particular insects or representatives of the order Acarina.

Abstract: In various examples, a safety decomposition architecture for autonomous machine applications is presented that uses two or more individual safety assessments to satisfy a higher safety integrity level (e.g., ASIL D). For example, a behavior planner may be used as a primary planning component, and a collision avoidance feature may be used as a diverse safety monitoring component—such that both may redundantly and independently prevent violation of safety goals. In addition, robustness of the system may be improved as single point and systematic failures may be avoided due to the requirement that two independent failures—e.g., of the behavior planner component and the collision avoidance component—occur simultaneously to cause a violation of the safety goals.

Abstract: An apparatus configured to initiate an operation to locate a target device, generate, for transmission to the target device, Bluetooth discovery signals for detecting a proximity of the target device, generate, for transmission to the target device at substantially a same time as the Bluetooth discovery signals, a discovery message via a network connection, detect a Bluetooth discovery response or a response to the discovery message from the target device and trigger an ultra-wideband (UWB) ranging operation based on detection of the Bluetooth discovery response or response to the discovery message.

Abstract: This invention relates to methods for treating status epilepticus by administering to the subject in need thereof an intravenous bolus of ganaxolone and a continuous intravenous infusion of a neurosteroid. The method provides SE suppression and continued suppression of SE.

Abstract: Systems and methods to classify incident report documents are disclosed, comprising inputting, a first type data entry of a document into a deep neural network (DNN); encoding, via the DNN, the first type data entry to output a densely embedded contextual vector representing contents of the first type data entry; generating, a list containing ordered data from a second type data entry of the document; encoding, via a machine learning network, the ordered data into a sparse vector representation of the second type data entry; concatenating, the densely embedded contextual vector with the sparse vector representation to generate a representative vector of the document; and training a gradient-boosted classifier network by using as training inputs the representative vector and a label associated with the document to generate a classification of the document.

Abstract: In implementations described herein, methylation information is determined with respect to classification regions of a reference genome that are related to the presence of a tumor in a subject. The methylation information can be analyzed using a number of computational techniques to provide metrics related to the presence or absence of a tumor in a given subject, including a determination of tumor fraction.

Abstract: The present invention relates to nucleic acid molecules encoding Lamin A, vectors, AAV and pharmaceutical compositions comprising said nucleic acid molecules for use in treatment of laminopathies.

Abstract: Systems and methods for forensic resolution of ransomware attacks are provided. The systems and methods define a platform and functionality for addressing ransom based attacks. According to one aspect, the platform and functionality provides a suite of programs and services that enable verification of “ransomed” files to ensure that they can in fact be recovered. If an attack has compromised the integrity of the underlying data so that it cannot be recovered, paying the ransom is an exercise in futility. Additional aspects provide for rapid collection of data that is targeted and specific and that further enables efficient forensic analysis. Many conventional approaches in this space fail to capture requisite detail and/or fail to provide a methodology for handling the volumes of data required to efficiently and effectively track or resolve such attacks. Further aspects provide actionable intelligence that drives result oriented goals for ransomed data and/or compromised systems.

Abstract: Systems and methods for forensic resolution of ransomware attacks are provided. The systems and methods define a platform and functionality for addressing ransom based attacks. According to one aspect, the platform and functionality provides a suite of programs and services that enable verification of “ransomed” files to ensure that they can in fact be recovered. If an attack has compromised the integrity of the underlying data so that it cannot be recovered, paying the ransom is an exercise in futility. Additional aspects provide for rapid collection of data that is targeted and specific and that further enables efficient forensic analysis. Many conventional approaches in this space fail to capture requisite detail and/or fail to provide a methodology for handling the volumes of data required to efficiently and effectively track or resolve such attacks. Further aspects provide actionable intelligence that drives result oriented goals for ransomed data and/or compromised systems.

Abstract: Provided herein are systems and methods for presenting interactive sessions to address functional impairment in users related to a disease or disorder. A computing device may provide a first session for a cognitive training layer associated with a skill. The computing system may provide a second session for a virtual functional training layer for the user to apply the skill in virtual settings. The computing system may provide a third session for a functional training layer for the user to perform an activity to apply the skill. The efficacy of the medication that the user is taking to address the disease or disorder may be increased.