Abstract: Devices, systems, and methods for a two-way valve assembly for a medical device. The two-way valve assembly has a knob seated within a valve body, two inlet passages leading to a suction source and a gas source, an outlet passage leading to an endoscope fluid channel, and an internal channel connecting one of the two inlet passages to the outlet passage. A spring presses the knob into the valve body to seal the openings along the channels and passages. Rotating the knob slides one or more guide pins on the knob along one or more guide grooves on the body and connects the other inlet passage to the outlet passage, such that the same endoscope fluid channel can be used both for suction, as in clearing fluid from within a patient, and delivering gas, as in insufflation.

Abstract: A forceps is provided and includes a housing having a shaft. An end effector assembly operatively connects to a distal end of the shaft and includes a pair of first and second jaw members. One or both of the first and second jaw members is movable relative to the other jaw member from a clamping position to an open position. A resilient member operably couples to at least one of the first and second jaw members. The resilient member is configured to bias the first and second jaw members in the clamping position and provide a closure force on tissue disposed therebetween.

Abstract: Described herein are multi-well separation devices configured to allow a composition comprising a target agent to be separated into multiple wells, subdivided, recombined into a single well, and/or re-separated into the same or a different configuration of wells. Also described herein are reagent loading devices configured to simultaneously deliver one or more test agents to a plurality of volumes without having to individually deliver the test agents. Together, these devices allow high throughput parallel processes without repetitive pipetting or liquid handling robotics, though they may also be used separately. Also described herein are kits and systems for chemical or biological assays, as well as methods for using the multi-well separation devices and reagent loading devices described herein.

Abstract: A combination patient return pad and surgical smoke evacuator includes a return electrode configured to attach to a surface and a suction tube for drawing surgical smoke from a surgical site.

Abstract: A computational storage device (CSD) is provided with a processor that obtains fixed point data having an initial precision (e.g., 32 bits per word) and determines a computation precision requirement for the fixed point data (such as a requirement for regular precision processing as opposed to low precision processing). The processor separates the fixed point data, based on the computational precision requirement, into a first group of bits, e.g., the most significant bits, and a second group of bits, e.g., the least significant bits, then separately stores the first the second groups of bits in the NVM array so that the different groups of bits can be fetched and managed separately. In this manner, bitwise grouping of fixed point data may be exploited to facilitate low precision processing when it is sufficient, while also accommodating full or regular precision processing when needed. Various methods are also described.

Abstract: Described herein are technologies for concentrating rare-earth elements from a heavy fraction of grit in gangue produced in kaolin mining. In some examples, grit is separated as a non-clay fraction of gangue produced in a kaolin mining operation. The grit is separated into a heavy mineral grit sub-fraction and a light mineral grit sub-fraction. Rare-earth elements, particularly heavy rare-earth elements, are thereafter extracted from the heavy mineral grit sub-fraction using various extraction technologies.

Abstract: Embodiments of systems and methods for managing channel bandwidth of signals are provided herein. Example method include receiving signals from one or more antenna feeds, each signal having a first bandwidth. Some example methods include, in a plurality of processing blocks operating in parallel in one or more processors, performing one or more channelizer operations on portions of the signals, each channelizer operation creates a plurality of channels having a bandwidth smaller than the first bandwidth. Some methods may include, in a plurality of processing blocks in the one or more processors, performing one or more combiner operations on the channels, each operation combines the bandwidth of a subset of the channels into a combined channel, the plurality of processing blocks operating in parallel. The method then outputs the combined channel to a network.

Abstract: The present embodiments relate to establishing secure data communication using an Elliptic-curve Diffie-Hellman ephemeral (ECDHE) key agreement procedure. Devices in a network environment can utilize a key agreement procedure to establish secure communication between multiple application layers in a micro service architecture. Particularly, a tunnel can be established between a mobile device and an encryption service by transmitting key information between the mobile device and the encryption service. This can allow for encryption keys to only be accurately generated by the mobile device and encryption service. Accordingly, intermediary nodes may be unable to decrypt the data, allowing for safe and secure transport of sensitive data.

Abstract: A computer-implemented method for generating personalized multimedia, is disclosed. The computer-implemented method includes determining one or more multimedia preferences associated with a user. The computer-implemented method further includes analyzing multimedia data to generate a personalized audio output based, at least in part, on the one or more multimedia preferences associated with the user. The computer-implemented method further includes modifying the multimedia data to include the generated personalized audio output using a generative adversarial network.

Abstract: Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) are commonly used to assess patients with known or suspected pathologies of the lungs and liver. In particular, identification and quantification of possibly malignant regions identified in these high-resolution images is essential for accurate and timely diagnosis. However, careful quantitative assessment of lung and liver lesions is tedious and time consuming. This disclosure describes an automated end-to-end pipeline for accurate lesion detection and segmentation.

Abstract: Medical devices and related methods are described, including a medical device that includes a shaft defining at least one working channel extending from a proximal end of the shaft to a distal end of the shaft along a longitudinal axis and a distal tip coupled to the shaft. The working channel may have a cross-sectional dimension that allows passage of an instrument therethrough. The distal tip may include a first arm and a second arm, the first arm being moveable relative to the second arm between a first configuration that obstructs a portion of the working channel and a second configuration that provides unobstructed access to the working channel, e.g., to allow the instrument to extend distal to the medical device.

Abstract: A computing platform may train, using unsupervised learning techniques, a synthetic identity detection model to detect attempts to generate synthetic identities. The computing platform may receive identity information corresponding to an identity generation request. The computing platform may use the synthetic identity detection model to: 1) generate information clusters corresponding to the identity information, 2) compare a difference between actual and expected information clusters to an anomaly detection threshold, 3) based on identifying that the number of information clusters meets or exceeds the anomaly detection threshold, generate a threat score corresponding to the identity information, 4) compare the threat score to a synthetic identity detection threshold, and 5) based on identifying that the threat score meets or exceeds the synthetic identity detection threshold, identify a synthetic identity generation attempt.

Abstract: Arrangements for dynamic variable determination and labeling are provided. In some aspects, a computing platform may receive historical user data from a plurality of data sources. The computing platform may train, using the historical user data, a machine learning model to generate a plurality of dynamic variable profiles and evaluate data to detect potential unauthorized activity. One or more dynamic variable profiles of the generated plurality of dynamic variable profiles may be associated with a user. User specific data may be received and may include user identifying data and a request for a user event. The user specific data may be input to the machine learning model and, upon execution of the model, the model may output a determination of whether an anomaly exists in the user specific data. If an anomaly is detected, a mitigating action may be identified and transmitted to one or more computing devices for execution.

Abstract: Implementations of the subject technology provide for storing a temporary certificate on a mobile device for accessing services in association with a primary number. A device determines that a first subscriber identity module (SIM) card, previously used by the device, is not available for use by the device. The device determines that a second SIM card is available for use by the first device within a predetermined time period after the first SIM card is determined to be not available for use by the device. The device confirms that a communication identifier of the first SIM card is strongly tied to a user account associated with the device. The device stores a temporary certificate that attests to continued ownership of the communication identifier by the device and allows the device to access at least one service in association with the communication identifier.

Abstract: A method includes a processing module obtaining touch data at a touch data rate. The method further includes the processing module obtaining video data at a refresh rate, wherein the touch data rate is greater than the refresh rate. For a frame of the video data, the method further includes the processing module determining a touch movement trend based on the touch data. The method further includes the processing module determining a position offset for a graphical representation of the touch data based on the touch movement trend. When the position offset exceeds an offset threshold, the method further includes the processing module adjusting position of the graphical representation of the touch data within the frame of video data based on the position offset to produce an adjusted frame of video data.

Abstract: Methods and systems are proposed herein to address the inefficiencies in the recommendation schemes available. More specifically, the embodiments disclosed herein provide a new recommendation scheme, whereby a user enters various criteria for what he/she would like to be recommended. For example, the system may receive a user preference for content recommendations from a user. The system may retrieve a user profile for the user. The system may compare the user preference to the user profile to determine a criterion for content recommendations for the user. The system may receive a content attribute for content provided by a content provider. The system may match the criterion to the content attribute. The system may, in response to matching the criterion to the content attribute, generate for display a recommendation to the user for the content.

Abstract: A CVD single crystal diamond having a smallest linear dimension of no less than 3.5 mm, a concentration of single substitutional nitrogen atoms in their neutral charge state (Ns0), as measured by EPR, of between 20 and 250 ppb, a hue angle, hab, between 75 and 135°.

Abstract: A touch sensor device (TSD) includes TSD electrodes associated with a surface of the TSD. Also, an overlay that includes marker electrode(s) is also associated with a region of the surface of the TSD. The TSD also includes drive-sense circuits (DSCs) operably coupled to the plurality of TSD electrodes. A DSC is configured to provide a TSD electrode signal to a TSD electrode and simultaneously to sense a change of the TSD electrode signal based on a change of impedance of the TSD electrode caused by capacitive coupling between the TSD electrode and the marker electrode(s) of the overlay. Processing module(s) is configured to process a digital signal generated by the DSC and other digital signals generated by other DSCs determine the region of the surface of the TSD that is associated with the overlay and to adapt sensitivity of the TSD within that region.

Abstract: There is a method of computing a stylized, animatable representation of a subject from a family of stylized animatable representations. The method comprises: accessing a realistic representation of the subject; computing a mesh mapping using a model that was formed using a data set of training examples which pair realistic representations of other subjects with instances of the family. The method also comprises applying the mesh mapping to the realistic representation of the subject to produce a target mesh; and selecting the stylized animatable representation from the family, by assessing closeness of the target mesh with instances of the family.

Abstract: A base substrate, high-k substrate layers on the base substrate with discrete decoupling capacitors embedded, high density substrate layers on the high-k substrate layers supporting wiring and wiring spacing of less than 2 up to about 10 micron width, pitch connectivity between the upper surface of the base substrate and a lower surface of the set of high density substrate layers supports less than 50 up to about 300 micron pitch, the pitch connectivity on an upper surface of the set of high density substrate layers supports less than about 150 micron pitch. A method including attaching a set of metal posts at each contact on a lower surface of a set of high density substrate layers, attaching to a handler, attaching an interconnect layer to a base substrate, and attaching the set of high density substrate layers to the base substrate while aligning each metal post with a contact.