Abstract: Disclosed are systems and methods for predicting response of triple-negative breast cancer to neoadjuvant chemotherapy using a deep convolutional neural network-based artificial intelligence tool a method of predicting patient response to therapy. The system divides patient tissue image slides into multiple tiles. A convolutional neural network (CNN) is trained based on the multiple tiles. The system may perform artifact detection and cancer classification to identify patterns and features that capture tumor cell heterogeneity along with stromal and tumor micro environment (TME) components of a second set of patient tissue image tiles.

Abstract: Disclosed are systems and methods for predicting patient response to a treatment option. In one embodiment, the image slides from patient tissue samples are divided into patches and morphological patterns correlated with a disease outcome are labeled and given a patch-level score, based on whether the morphological patterns occur only in patients with good outcomes or patients with poor outcomes. A patient-level score can be generated based, at least partly, on the patch-level scores. Patch-level scores can identify regions of interest for targeted biomarker identification.

Abstract: A method and system for dimension estimation based on duplication identification is disclosed. In some embodiments, the method includes receiving a set of images of an object. The method includes detecting, from each image in the set of images, a respective image segmentation representing a damage of the object. The method then includes determining a respective dimension for the damage represented by each of the image segmentations. The method further includes determining whether two or more of the image segmentations represent a same damage of the object. Responsive to two or more of the image segmentations representing a same damage of the object, the method includes combining the respective dimensions determined for the damage represented by the two or more image segmentations to obtain a final dimension for the same damage.

Abstract: An Artificial Intelligence (AI)-based data processing system processes current data to determine if the quality of the current data is adequate to be provided to data consumers and if the quality is adequate, the current data is further analyzed to determine if an impacted load including changes to dimension data of the current data or an incremental load including changes to fact data of the current data is to be provided to the data consumers. Depending on the amount of data to be provided to the data consumers, processing units (PUs) may be determined and assigned to carry out the data upload. Various machine learning (ML) models that are used to provide predictions from the current data are analyzed to determine the quality of predictions and if needed, can be automatically retrained by the data processing system.

Abstract: A management system to facilitate improved software asset management includes a management server coupled to a client instance and certain databases. The client instance stores identifiers associated with software programs accessible to users through the client instance. To enable software asset management features, the management server receives the identifiers and determines, based on the certain databases, whether the identifiers are associated with software models of the software programs. Notably, in response to an identifier of a particular software program not being associated with a software model, the management server generates a software model for the particular software program, and further, stores entries or relationships within the certain databases.

Abstract: A computational instance may include, in database tables, representations of computing services provided by remote networks. One or more processors disposed in the computational instance may cause a computing-service-neutral cloud integration application to perform operations including: obtaining a specification related to a remote network, where the specification defines: (i) an integration point for the remote network, (ii) a pagination type associated with the integration point, and (iii) mappings between descriptions of the computing services provided by the remote network and fields of the database tables.

Abstract: Disclosed are various embodiments for detecting security breaches using watchdog transaction accounts. A security agent can initiate a purchase with a first electronic commerce system and provide a watchdog transaction account as payment for the purchase. The security agent can then store a record of the purchase which includes a merchant identifier for the merchant and the watchdog transaction account. Subsequently, a transaction authorization system can determine that authorization for a transaction with second electronic commerce system failed. If the transaction authorization system determines that the account used in the transaction with the second electronic commerce system, then the transaction authorization system can determine that the first electronic commerce system has suffered a security breach.

Abstract: Disclosed are various embodiments for detecting security breaches using watchdog transaction accounts. A security agent can initiate a purchase with a first electronic commerce system and provide a watchdog transaction account as payment for the purchase. The security agent can then store a record of the purchase which includes a merchant identifier for the merchant and the watchdog transaction account. Subsequently, a transaction authorization system can determine that authorization for a transaction with second electronic commerce system failed. If the transaction authorization system determines that the account used in the transaction with the second electronic commerce system, then the transaction authorization system can determine that the first electronic commerce system has suffered a security breach.

Abstract: A management system to facilitate improved software asset management includes a management server coupled to a client instance and certain databases. The client instance stores identifiers associated with software programs accessible to users through the client instance. To enable software asset management features, the management server receives the identifiers and determines, based on the certain databases, whether the identifiers are associated with software models of the software programs. Notably, in response to an identifier of a particular software program not being associated with a software model, the management server generates a software model for the particular software program, and further, stores entries or relationships within the certain databases.

Abstract: A management system to facilitate improved software asset management includes a management server coupled to a client instance and certain databases. The client instance stores identifiers associated with software programs accessible to users through the client instance. To enable software asset management features, the management server receives the identifiers and determines, based on the certain databases, whether the identifiers are associated with software models of the software programs. Notably, in response to an identifier of a particular software program not being associated with a software model, the management server generates a software model for the particular software program, and further, stores entries or relationships within the certain databases.

Abstract: Examples described herein generally apply color transforms to visual content. A set of color transforms in a graphics pipeline that are requested by a plurality of applications can be determined. At least one of the set of color transforms or an ordering of the set of color transforms can be modified, based on one or more arbitration rules, to generate an arbitrated set of color transforms. The visual content can be generated for display based at least in part on applying the arbitrated set of color transforms in the graphics pipeline.

Abstract: A computational instance may include, in database tables, representations of computing services provided by remote networks. One or more processors disposed in the computational instance may cause a computing-service-neutral cloud integration application to perform operations including: obtaining a specification related to a remote network, where the specification defines: (i) an integration point for the remote network, (ii) a pagination type associated with the integration point, and (iii) mappings between descriptions of the computing services provided by the remote network and fields of the database tables.

Abstract: A computational instance may include, in database tables, representations of computing services provided by remote networks. One or more processors disposed in the computational instance may cause a computing-service-neutral cloud integration application to perform operations including: obtaining a specification related to a remote network, where the specification defines: (i) an integration point for the remote network, (ii) a pagination type associated with the integration point, and (iii) mappings between descriptions of the computing services provided by the remote network and fields of the database tables.

Abstract: A wafer handling fixture is used to transport a finished semiconductor wafer from one post-fabrication procedure to another (e.g., testing, inspection, cleaning, dicing, or shipping) in a manner that maintains the wafer in its “flattened” form and eliminates the possibility for a wafer to later spring back into a bowed form. The wafer handling fixture includes a surface stiction film to which the wafer will naturally adhere, and uses a wafer release mechanism included in a bottom support plate to permit for the “controlled” transfer of the wafer from the handling fixture to testing/inspection equipment.

Abstract: Devices and methods for controlling display brightness may include receiving a brightness input for controlling a luminance level of at least one display in communication with the computer device. The devices and methods may include receiving high dynamic range (HDR) content and standard dynamic range (SDR) content for presentation on at least one display. The devices and methods may include generating adjusted SDR content by using the brightness input to modify luminance of the SDR content. The devices and methods may include blending the adjusted SDR content and the HDR content together to create a composed framebuffer content with the adjusted SDR content and the HDR content and transmitting the composed framebuffer content for presentation on at least one display.

Abstract: A management system to facilitate improved software asset management includes a management server coupled to a client instance and certain databases. The client instance stores identifiers associated with software programs accessible to users through the client instance. To enable software asset management features, the management server receives the identifiers and determines, based on the certain databases, whether the identifiers are associated with software models of the software programs. Notably, in response to an identifier of a particular software program not being associated with a software model, the management server generates a software model for the particular software program, and further, stores entries or relationships within the certain databases.