Abstract: A circuit may enable communication between a primary device and one or more secondary devices. The communication may utilize a Universal Asynchronous Receiver Transmitter (UART) protocol. In operation, the primary device may require information on the baud rate of the secondary device. The UART may operate in an inverted polarity mode, and this inverted polarity may be interpreted by the secondary device as a request to enter an auto-baud detection mode. Using the inverted polarity mode to enter the auto-baud detection mode may prevent excessive delays in the UART communication and may prevent the need for additional pins to implement the auto-baud detection mode.

Abstract: Systems and methods are described for performing persistent inflight tracking of operations (Ops) within a cross-site storage solution. According to one embodiment, a method comprises maintaining state information regarding a data synchronous replication status for a first storage object of a primary storage cluster and a second storage object of a secondary storage cluster. The method includes performing persistent inflight tracking of I/O operations with a first Op log of the primary storage cluster and a second Op log of the secondary storage cluster, establishing and comparing Op ranges for the first and second Op logs, and determining a relation between the Op range of the first Op log and the Op range of the second Op log to prevent divergence of Ops in the first and second Op logs and to support parallel split of the Ops.

Abstract: Disclosed is a steering apparatus including a pair of plate brackets provided on two sides of an outer tube and including tilt long holes formed in a vertical direction, a cam unit coupled to an outer side of any one of the pair of plate brackets to apply a pressure inward, and an adjusting unit coupled to an outer surface of the cam unit to adjust rotation of the cam unit, wherein the adjusting unit includes a first spring installed outside the cam unit, a plunger of which one end is in contact with the first spring and the other end is provided with a push button, a stopper provided in a hollow shape through which the plunger passes, a position of the stopper is fixed to a vehicle body, a guide pin formed to protrude from an outer circumferential surface of the plunger, and a guide member provided in a hollow shape through which the plunger passes, fixed to an outer side of the stopper, and including a guide groove in which the guide pin is accommodated, and the guide groove includes a diagonal groove forme

Abstract: Systems and methods are provided for reconstructing images from motion-affected k-space data. In one example, a method comprises obtaining k-space data of a spin echo magnetic resonance imaging (MRI) exam of a subject, the k-space data comprising a plurality of echo train lengths (ETLs), with each ETL comprising a subset of lines of the k-space data. The method further comprises identifying a subset of ETLs of the plurality of ETLs of the k-space data corresponding to a dominant pose of the subject, generating an undersampled version of the k-space data, the undersampled version including only the subset of ETLs, entering the undersampled version of the k-space data as input to a reconstruction model trained to output a reconstructed image based on the undersampled version of the k-space data, and displaying the reconstructed image on a display device and/or saving the reconstructed image in memory.

Abstract: Methods and apparatus related to determining a triggering event of a user, selecting media relevant to the triggering event, and providing the selected media to the user. Some implementations are directed to methods and apparatus for determining a past event of the user that is indicative of past interaction of the user with one or more past entities and the triggering event may be determined to be associated with the past event. The media selected to provide to the user may contain media that includes the one or more past entities associated with the past event and the media may be provided to the user in response to the triggering event.

Abstract: A system operable for transporting semiconductor substrates includes a factory interface. The system further includes one or more robots disposed within the factory interface. The system further includes a vacuum ejector operable to provide vacuum to the factory interface.

Abstract: A method of performing replication recovery operation in a disaggregated distributed storage system (DDSS) includes identifying an affected storage node included in the storage pool based on an occurrence of one or more predetermined conditions; selecting at least one replacement storage node from among one or more storage nodes included in the storage pool to recover replication data stored in the affected storage node; selecting at least one controller for performing a replication recovery operation from among one or more controllers included in the controller pool; and assigning one or more replication recovery jobs to the at least one controller; and receiving, by the replication recovery device, a notification from the at least one controller based on the one or more replication recovery jobs being completed.

Abstract: Reclamation of a portion of a cache memory in a cloud computing environment is described herein. A cache activeness signal is received from a cache broker. The cache activeness signal is representative of a usage of a first set of cache entries of the cache memory by a first group of computing nodes in a cluster of nodes. A determination to reclaim a portion of the first set of cache entries or of a second set of cache entries is made based at least on the cache activeness signal. The second set of cache entries are utilized by a second group of computing nodes in the cluster of nodes. The determined portion of memory is reclaimed. In an aspect, the cache broker determines a usage of the set of cache entries by the first group of computing nodes and generates the cache activeness signal representative of the determined usage.

Abstract: The present subject matter discloses a system and method for automatically detecting and quantifying a plaque/stenosis in a vascular ultrasound scan data in real time using Deep learning models. The system receives a video data and selects one or more frames/images for further processing to detect and quantify the plaque in the artery. Based on the selected one or more frames, the system detects a region of interest (ROI) and further processes the ROI. The system selects end points of a deposits of the plaque by taking a maximum length of the plaque in the artery/plaque boundary and determines the orientation of the vascular ultrasound scan. Based on the orientation and the selected end points, the system determines a vessel/artery boundary to identify a size of the plaque. Based on the determined vessel boundary and the orientation, the system determines plaque segments and measures parameters of the plaque.

Abstract: A method includes acquiring an MRI complex signal having a plurality of complex echoes during an SWI sequence. The method includes phase filtering each complex echo of the plurality of complex echoes. The method also includes generating a respective phase image and a respective magnitude image from each phase filtered complex echo. The method further includes combining separately the respective magnitude images of the plurality of complex echoes with each other to generate a combined magnitude image and the respective phase images of the plurality of complex echoes with each other to generate a combined phase image. The method includes generating a complex image from both the combined magnitude image and the combined phase image. The method includes utilizing a deep learning-based denoising network to denoise the complex image to generate a denoised complex image.

Abstract: Systems and methods for facilitating a watch party are provided. In one example, a method includes: initiating a watch party session for a host user using, presenting content selected by the host user on a first user device during the watch party session, initiating a chat session concurrent with the watch party session, receiving a participation request by a guest user sent from a second user device for participating in the chat session; in response to the participation request, authenticating the guest user; presenting the content selected by the host user on the second user device; synchronizing the presentation of the content on the first user device with the presentation of the second user device; and facilitating communication between the host user and the guest user during the chat session.

Abstract: A learning system, comprising at least one processor configured to: acquire a first training image relating to a first object having a first numerical value; acquire a second training image relating to a second object having a second numerical value; and execute learning processing of a learning model which estimates a numerical value to be estimated relating to an object to be estimated included in an estimation-target image, based on metric learning using the first training image and the second training image.

Abstract: An image processing system, comprising at least one processor configured to: detect a plurality of character string regions each including any character string from a target object image relating to a target object including a standard character string and a non-standard character string; determine whether a standard region including the standard character string exists in the plurality of character string regions; and identify, when the standard region is determined to exist, a character string region that has a predetermined positional relationship with the standard region as a non-standard region that includes the non-standard character string.

Abstract: A method includes measuring a subset of property values within a manufacturing chamber during a process performed on a substrate within the manufacturing chamber. The method further includes determining property values in the manufacturing chamber at locations removed from the locations the measurements are taken. The method further includes performing a corrective action based on the determined properties.

Abstract: Provided are systems and methods that leverage a machine-learned language model to perform automated generation and/or modification of a data schema for a software application based on natural language inputs. For example, the techniques can be implemented as part of or by an application development platform that enables users to develop software applications using low-code or no-code tools.

Abstract: Compositions comprising phenolic phytochemicals of oregano, cranberry, or Rhodiola are provided. Compositions comprising a polymer, clay, and the phenolic phytochemicals are also provided. Methods of using the phenolic phytochemical compositions to treat a subject with bone metastasis are also provided, particularly methods of treating bone metastasis from breast or prostate cancer.

Abstract: The present disclosure relates to devices and methods for creating one or more proxy devices in a guest device mirroring the devices hosted by a host device. The proxy devices may provide full device access functionality to applications running in the guest device. The devices and methods may load a proxy driver inside the guest device, which communicates with the host device. When applications running on the guest device interact with the proxy devices, the proxy driver communicates the interaction to the host device, which communicates with the device driver managing the device. The devices and methods allow applications running on the host and applications running on the guest to shares access to the same device.

Abstract: A system and a method for detection of a heart failure risk is disclosed. The system may comprise a processor and a memory. The system (101) may receive one or more target chest X-ray image of a user. The system (101) may analyze one or more target chest X-ray image to identify and enhance one or more visual parameters of one or more RoI's. The system (101) may perform an anatomical segmentation on the one or more ROI's to detect one or more medical abnormalities from a set of medical abnormalities using the trained artificial intelligence model. The system (101) may calculate a confidence score of the heart failure risk in real time using a set of parameters corresponding to the detected one or more medical abnormalities from the set of medical abnormalities and further detect the heart failure risk for the user based on the confidence score.

Abstract: Disclosed is a steering apparatus including a pair of plate brackets provided on two sides of an outer tube and including tilt long holes formed in a vertical direction, a cam unit coupled to an outer side of any one of the pair of plate brackets to apply a pressure inward, and an adjusting unit coupled to an outer surface of the cam unit to adjust rotation of the cam unit, wherein the adjusting unit includes a first spring installed outside the cam unit, a plunger of which one end is in contact with the first spring and the other end is provided with a push button, a stopper provided in a hollow shape through which the plunger passes, a position of the stopper is fixed to a vehicle body, a guide pin formed to protrude from an outer circumferential surface of the plunger, and a guide member provided in a hollow shape through which the plunger passes, fixed to an outer side of the stopper, and including a guide groove in which the guide pin is accommodated, and the guide groove includes a diagonal groove forme

Abstract: A tubular control conduit is disposed in a wellbore having a retractable segment and an abandonable segment, each having an inner bore. Upon retraction of the retractable segment an obstruction member is actuated to form a seal thereby preventing the flow of fluid past the obstruction member in the inner bore of the abandoned segment. Cement is then poured into the wellbore thereby covering the abandoned segment of the tubular control conduit.