Abstract: A prediction model is provided which is capable of predicting a correctness of a segmentation by a segmentation algorithm. The prediction model may be trained using a machine learning technique, and after training used to predict the correctness of a segmentation of a boundary in respective image portions of an image by the segmentation algorithm. The predicted correctness may then be visualized, for example as an overlay of the segmentation.

Abstract: Methods and systems herein identify and redact personally identifiable information. A PII sensitivity detection framework includes multiple layers where each layer corresponds to a computer model. The framework analyzes data stored within different data tables and predicts whether a data column includes PII. The first layer corresponds to an artificial intelligence model that analyzes each column metadata and predicts a first score indicative of a likelihood of PII. The second layer corresponds to a rule-based computer model that uses various rules to determine a second score indicative of a likelihood of PII for each column. The third layer corresponds to a column content model that analyzes content of each column using various natural language processing techniques to generate a third score indicative of a likelihood of PII. The framework masks data being presented to a user based on the scores generated via execution of one or more of the layers.

Abstract: A financial institution computing system includes a network circuit exchanging information over a network, a customer database storing financial information, and a transaction circuit. The transaction circuit receives a transaction request associated with a user computing device. The transaction request specifies a financial account. The transaction circuit receives payment card location information indicative of a location of a payment card with respect to the user computing device. The payment card location information indicates that the payment card is within a threshold distance of the user computing device. The transaction circuit authenticates the transaction request using the payment card location information and by determining whether the payment card is associated with an authorized user of the financial account.

Abstract: A self-referencing interferometer (SRI) system for an alignment sensor apparatus includes a first prism and a second prism. The first prism has an input surface for an incident beam. The second prism is coupled to the first prism and has an output surface for a recombined beam. The recombined beam includes a first image and a second image rotated by 180 degrees with respect to the first image. The first and second prisms are identical in shape. A dual self-referencing interferometer (DSRI) system for an alignment sensor apparatus includes a first prism assembly having an input surface for a first incident beam and a second incident beam, and a second prism assembly coupled to the first prism assembly and having an output surface for a first recombined beam and a second recombined beam. The first and second prism assemblies are identical in shape.

Abstract: A method of deploying cabling in a tray using an automated cable runner (ACR). The ACR includes a pathway, a carriage operable to travel along the pathway, a plurality of supports connectable to the pathway and connectable to the tray and configured to support the pathway over the tray, and a cabling holder attached to the carriage. The carriage includes a drive wheel structured and arranged to contact the pathway, a motor operable to rotate the drive wheel, and a power source connected to motor. The method includes attaching the carriage to the pathway, connecting an end of a cabling to the cabling holder, and powering the motor to rotate the drive wheel to drive the carriage to travel along the pathway from a desired start point to a desired end point to deploy cabling into the tray from the start point to the end point.

Abstract: A low power crystal oscillator circuit has a high power part and a low power part. Crystal oscillation is initialized using the high power part. An automatic amplitude control circuit includes a current subtractor that decreases current in the high power part as an amplitude of the crystal oscillation increases. A current limiting circuit may limit current in the low power part in order to further reduce power consumption by the low power crystal oscillator circuit. Additionally, an automatic amplitude detection circuit may turn off the high power part after the amplitude of the crystal oscillation reaches a predetermined level in order to further reduce power consumption of the low power crystal oscillator circuit, and may turn back on the high power part after the amplitude of the crystal oscillation reaches a second predetermined level in order to maintain the crystal oscillation.

Abstract: A radiology workstation (24) includes at least one display component (30, 32); at least one user input device (28); and at least one microprocessor (26, 34) programmed to generate a contextual ranking of clinical codes for a context received via the at least one user input device (28) and to display information pertaining to the contextual ranking on the display component (30, 32) of the radiology workstation (24). The contextual ranking is computed by the microprocessor from (i) statistics of occurrences of the clinical codes in radiology reports contained in a radiology reports database (10) and satisfying the context and (ii) statistics of the clinical codes in problem lists contained in a problem lists database and satisfying the context.

Abstract: Methods and systems are provided for a transmission clutch. In one example, the clutch has a pressure control system that includes a piston housing enclosing a piston cavity and a piston, as well as a diffusor positioned in the piston cavity. The diffusor may have tangential channels for directing flow of a fluid into the piston cavity.

Abstract: A method for processing requests to consolidate loans includes receiving, from one or more third party electronic computing devices, information regarding outstanding loans for a user that are issued by one or more third party lenders. The information is sent to a user electronic computing device. A selection is received of loans the user wishes to refinance or consolidate. A benefits analysis is performed for the loans. Based on the benefits analysis, a determination is made of whether any of the outstanding loans can be consolidated, and whether any of the loans are excluded from being consolidated. Consolidated loan information is sent to the user electronic computing device regarding a consolidated loan for any of the loans that can be consolidated. Exclusion information is sent to the user electronic computing device regarding any of the loans that are excluded from being consolidated.

Abstract: A distributed private ledger function of a server of a first consortium member receives data representing an alias for one of its customers from the customer and also receives data that represents an alias for a customer of a second member replicated by a distributed private ledger function of a server of the second member to all members of the consortium. Thereafter, the distributed private ledger function of the first member's server identifies a recipient account of the second member's customer based on an account pointer associated with the alias of the second member's customer and initiates a transfer of funds from a source account of the first member's customer corresponding to an account pointer associated with the alias for the first member's customer to the identified recipient account of the second member's customer.

Abstract: The integrated circuit includes a power amplifier, an antenna, and a matching and filtering network including a direct current power supply stage on an output node of the power amplifier, a first section, and a second section. The direct current power supply stage and the two sections include inductor-capacitor “LC” arrangements configured to have an impedance that is matched to the output of the power amplifier in the fundamental frequency band. The LC arrangements of the direct current power supply stage and of the first section are furthermore configured to have resonant frequencies that are respectively adapted to attenuate harmonic frequency bands of the fundamental frequency band.

Abstract: According to some illustrative embodiments, a modular mounting system for mounting accessories on vehicles includes: a) a plurality of support members, each of said plurality of support members having i) a lower upright planar member configured to extend downward along a peripheral wall around a vehicle bed, ii) a cross planar member extending laterally from the lower upright planar member and configured to extend across the peripheral wall around the vehicle bed, and iii) an upper upright planar member extending upwardly from the cross planar member and configured to extend upwardly above a height of the peripheral wall around the vehicle bed; and b) at least one of: i) a removable cross-bar removably supported by a plurality of said upper upright planar members; and ii) a removable side panel removably supported by a plurality of said upright planar members.

Abstract: A local dimming system for a head up display (HUD) according to the present invention comprises a light array, a Fresnel lens array, a lenticular lens system, and a liquid crystal display (LCD). The Fresnel lens array is operatively associated with the light array to provide a collimated backlight output to produce an image on the LCD. The Fresnel lens array focuses light from the light array while reflecting stray light, eliminating light bleed and reducing or eliminating a display-boundary or “postcard effect.” The Fresnel lens array is compact to enable HUD packaging necessary to configure the HUD for use in vehicles, while also removing the need for reflectors which create shadows on the LCD.

Abstract: Systems, methods, and computer-readable storage medium for managing tokens are provided. A method includes: receiving, by a token management system from a user device, a token command from a user associated with a target token; determining, by the token management system, an entity of a plurality of entities associated with the target token, where each of the plurality of entities is associated with a separate entity computing system that stores at least one token of a plurality of tokens, and where each of the plurality of tokens is registered with the token management system and associated with the user, in response to determining the target token is managed by the entity, transmitting, by the token management system, the token command to an entity computing system of the entity; and receiving and storing, by the token management system, an updated token from the entity computing system based on the token command.

Abstract: Embodiments are described herein for training machine learning models using digital twin outputs, including for purposes of pain quantification and estimation. In various embodiments, simulation parameter(s) may be applied to a digital twin created for a subject. The digital twin may simulate an anatomical structure of the subject, and the simulation parameter(s) may cause the digital twin to generate digital twin output that simulates behavior of the anatomical structure in response to the one or more simulation parameters. Data indicative of the digital twin output may be applied as input across a pain estimation machine learning model to generate pain estimation output. Based on the pain estimation output, a quantification of pain, e.g., an estimated pain score, may be rendered using an output device and/or used to select a treatment plan.

Abstract: Provided are methods for efficiently and comprehensively screening antibody repertoires from B cells to obtain and produce molecules with binding characteristics and functional activities for use in human therapy.

Abstract: A system-on-a-chip includes a first digital domain and a second digital domain. An interface circuit includes a level-shifting circuit for converting a signal between the first digital domain and the second digital domain. The first digital domain includes a control circuit configured to generate a control signal for transmission to the second digital domain. The control signal includes a pulse having a nominal duration adapted to the level-shifting circuit. At the input of the level-shifting circuit, the interface circuit includes, in the first domain, a conditional pulse-stretching circuit that lengthens a duration of the pulse of the control signal to at least the nominal duration when a duration of the pulse of the control signal is shorter than the nominal duration and non-zero.

Abstract: Handheld ultrasound devices with display-retaining designs that allow the processor/display assembly to be removed and/or repositioned are provided. According to one embodiment, a handheld ultrasound scanning device includes a main body housing having a first side and a second side. An ultrasound transducer is coupled to the second side and is configured to obtain ultrasound data. A communication interface is communicatively coupled to the ultrasound transducer and configured to transmit the ultrasound data obtained by the ultrasound transducer to a processor and display assembly. The first side of the main body housing includes a retention feature that is configured to retain the processor and display assembly in contact with the main body housing at a position and orientation relative to the main body housing.

Abstract: An audio apparatus and method employ a first renderer circuit, wherein the first renderer circuit is arranged to render audio elements by generating a first plurality of audio signals for a plurality of loudspeakers; and a second renderer circuit, wherein the second renderer circuit is arranged to render audio elements by generating a second plurality of audio signals for headphones. The audio apparatus and method perform an analysis of the first audio element to determine an audio property of the first audio element, and select between rendering of at least a first part of the first audio element via the plurality of loudspeakers and rendering of at least the first part of the first audio element via the headphones, based on a result of the analysis.