Abstract: The present disclosure relates generally to medical devices and the use of medical devices for the treatment of vascular conditions. Particularly, the present disclosure provides devices and methods for using a snaring system to remove an implanted lead from the vasculature.

Abstract: A system and method for white balancing a digital image. The method including downsampling the digital image to generate a downsampled image; processing the downsampled image with a plurality of preset white balance settings to generate a plurality of white balanced downsampled images; processing the input image at a fixed white balanced setting to produce an initial image; inputting the white balanced downsampled images to a deep neural network to generate a weighting map, the weighting map including weights of the preset white balance settings at windows of the downsampled images; generating a white balanced output image by applying the weighting map to the initial image; and outputting the white balanced output image.

Abstract: A compression device for freeing a ring trapped on a digit includes a rigid outer body. The rigid outer body includes a digit cavity extending from a cavity opening at a body proximal end of the body towards a body distal end of the body, a fluid inlet, and a fluid flow path fluidly connecting the fluid inlet to one or more inflation chambers positioned in the digit cavity. The body proximal end includes an upper portion, a lower portion, and two laterally spaced-apart side portions. At least one side portion is distally recessed as compared to the upper and lower portions to accommodate an interdigital fold. At least one flexible bladder lines the digit cavity, each flexible bladder defining at least one wall of one of the one or more inflation chambers.

Abstract: Systems and methods for generating dashboards for healthcare providers are provided. In one embodiment, a method comprises receiving, from a user of a client device, a selection of a patient, determining an order of a plurality of display modules, each display module displaying information relating to the patient, generating a dashboard including the plurality of display modules displayed in the order, and transmitting the dashboard to the client device for display to the user. In this way, members may be identified for intervention in a timely manner, and the most relevant information for a healthcare provider may be prioritized for display to a healthcare provider.

Abstract: A semantic similarity fingerprint is generated for an image by inferring a plurality of SKUs each at an associated first weight based upon analysis of the image using the machine learning models. The associated first weights for each of the classifications based upon each machine learning model is the semantic similarity fingerprint. The semantic similarity fingerprint may be compared to previously generated semantic similarity fingerprints. If a match is found with a semantic similarity fingerprint that has previously been identified as a particular.

Abstract: A system and method of determining synthetic dual-pixel data, performing deblurring, predicting dual pixel views, and view synthesis. The method including: receiving an input image; determining synthetic dual-pixel data using a trained artificial neural network with the input image as input to the trained artificial neural network, the trained artificial neural network includes a latent space encoder, a left dual-pixel view decoder, and a right dual-pixel view decoder; and outputting the synthetic dual-pixel data. In some cases, determination of the synthetic dual-pixel data can include performing reflection removal, defocus deblurring, or view synthesis.

Abstract: An imaging system and method uses grouping and elimination to label images of unknown items. The items may be stacked together with known or unknown items. The items may be packages, such as packages of beverage containers. A machine learning model may be used to infer skus of the packages. The machine learning model is trained on known skus but is not trained on unknown skus. Multiple images of the same unknown sku are grouped using the machine learning model. Elimination based upon lists of expected skus is used to label each group of unknown skus.

Abstract: A method of identifying a vehicle total loss claim includes retrieving a plurality of historical vehicle records, labeling the records as repaired or total loss, calculating mean cost values, training a regression model, optimizing a probability threshold, analyzing a plurality of inputs to generate a prediction, and transmitting the prediction. A computing system includes a transceiver; a processor; and a memory storing instructions that, when executed by the processor, cause the computing system to receive answers, transmit the answers, receive a prediction, when the prediction is repairable, generate a repair suggestion, and when the prediction is total loss, generate a settlement offer. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive answers, transmit the answers, receive a prediction, when the prediction is repairable, generate a repair suggestion, and when prediction is total loss, generate a settlement offer.

Abstract: A compression device for freeing a ring trapped on a digit includes a rigid outer body. The rigid outer body includes a digit cavity extending from a cavity opening at a body proximal end of the body towards a body distal end of the body, a fluid inlet, and a fluid flow path fluidly connecting the fluid inlet to one or more inflation chambers positioned in the digit cavity. The body proximal end includes an upper portion, a lower portion, and two laterally spaced-apart side portions. At least one side portion is distally recessed as compared to the upper and lower portions to accommodate an interdigital fold. At least one flexible bladder lines the digit cavity, each flexible bladder defining at least one wall of one of the one or more inflation chambers.

Abstract: An information handling system may include at least one processor and a memory. The information handling system may be configured to: host a container; execute a containerized application within the container, wherein the containerized application executes with privileges associated with a container-internal user; determine an association between the container-internal user and a host user associated with an operating system external to the container, wherein the determining is based on a cache that maintains a mapping between container-internal users and host users; and grant privileges to the containerized application based on the host user.

Abstract: A method of forming a cast component and a method of forming a casting mold is described herein. The ceramic core-shell mold includes at least first core portion, a first shell portion, and at least one first cavity between the core portion and the first shell portion. The core-shell mold may be manufactured using an additive manufacturing process and may include an integrated ceramic filter. At least a portion of the ceramic core-shell mold and the wax gate component is coated with a second ceramic material. The wax gate component is then removed to form a second cavity in fluid communication with the first cavity.

Abstract: At least one table included in first content may be determined. The at least one table includes a first plurality of rows and a first plurality of columns. It may be determined that a first term indicative of a personal name is included in a first row of the first plurality of rows and a first column of the first plurality of columns. A second row of the first plurality of rows that includes at least a first personal name in the first column and a first item of personal identifying information in a second column of the first plurality of columns may be identified. First data indicative of the first personal name and the first item of personal identifying information may be extracted. The first data may be added to a first profile associated with the first personal name.

Abstract: The present invention provides Fc variants and polypeptides, e.g., antibodies and Fc fusion proteins, comprising such Fc variants. In particular, Fc variants with diminished effector function as a consequence of hinge region and CH2 domain mutations, e.g., LALE-PG, are provided. Such variants maintain antigen-binding and favorable developability profiles and may display improved expressability.

Abstract: Biomarkers are used in compositions, combinations, systems, and methods for diagnosing, staging, and monitoring and/or treatment of osteoarthritis. The biomarkers discriminate osteoarthritis from rheumatoid arthritis, crystalline arthritis, septic arthritis, and/or traumatic injury, and can be used in a differential diagnosis of joint pain and/or joint inflammation.

Abstract: Systems and methods for generating dashboards for healthcare providers are provided. In one embodiment, a method comprises receiving, from a user of a client device, a selection of a patient, determining an order of a plurality of display modules, each display module displaying information relating to the patient, generating a dashboard including the plurality of display modules displayed in the order, and transmitting the dashboard to the client device for display to the user. In this way, members may be identified for intervention in a timely manner, and the most relevant information for a healthcare provider may be prioritized for display to a healthcare provider.

Abstract: An exhaust gas aftertreatment system for a diesel-engined vehicle, which system comprising a NOx Storage Catalyst (NSC) followed in a downstream direction by a Catalysed Soot Filter (CSF), wherein the CSF comprises an oxidative catalyst comprising a palladium-rich weight ratio of platinum and palladium.

Abstract: Methods and systems for calling into electronic conference system meetings is disclosed. Methods and systems for recording information related to an electronic conference system meeting is also disclosed.

Abstract: A protective mask includes a transparent impermeable membrane; a frame that substantially surrounds and is coupled to a perimeter of the impermeable membrane and is configured to be positioned about a face of a user; a seal operatively coupled to the frame that seals against a face of the user and extends around a perimeter of the frame, wherein the frame and the seal are substantially impermeable to the passage of air therethrough; an air passageway formed in the frame; and a filter element disposed to filter air passing through the air passageway. The air passageway and the filter element are disposed on a bottom portion of the frame.

Abstract: Systems and methods for sensor-independent illuminant determination are provided. In one embodiment of the method, the method includes receiving one or more training images in raw-RGB format; generating an input histogram from each of the inputted raw images; generating a learned mapping matrix that map raw images to a learned mapping space by passing the one or more input histograms to a trained first machine learning model; generating one or more mapped images by applying the learned mapping matrix to the one or more training images; generating a mapped histogram from each of the mapped images; and determining the result illuminant by passing the one or more mapped histograms as input into a second machine learning model. A final illuminant for an input image can be determined by applying the result illuminant to the input color space of the input image.