Abstract: A method comprises: for each respective factor of a plurality of factors that affect a risk of surgical error occurring when a surgeon performs a surgery on a patient: obtaining, by a computing system, a factor value for the respective factor; and applying, by the computing system, a machine-learned weight for the respective factor to the factor value for the respective factor to determine a weighted factor value for the respective factor; determining a risk score for the surgery based on the weighted factor values for the factors, wherein the risk score is a measure of the risk of surgical error occurring during the surgery given the factor values for the plurality of factors; and generating, by the computing system, based on the risk score for the surgery, a recommendation regarding the surgery.

Abstract: As described herein, various embodiments of the present invention use an output space refinement machine learning model to filter C of the B candidate predictive associations that are referred to herein as dynamically-preselected candidate predictive associations for each prediction input data object, with every prediction input data object being associated with a different subset of the dynamically-preselected candidate predictive associations, where C is less than B and is in some embodiments typically much less than B. As described in greater detail below, this approach reduces the number of computational operations that need to be performed by a final classification machine learning model (referred to herein as a variable-output-space prediction machine learning model), and leads to substantial computational efficiency advantages relative to naïve implementations.

Abstract: An example method for generation of travel-booking user interfaces, the method including receiving, by a computing system, a user interface request to present to a user a travel-booking user interface that indicates one or more available voyages from an originating location to a destination location, determining, by the computing system and for each respective voyage of the one or more available voyages, a user-specific incentive for the respective voyage that is based at least in part on applicable healthcare skills of the user and health metrics of passengers that are already booked for the respective voyage, wherein the applicable healthcare skills include healthcare skills that are applicable to an in-voyage medical emergency, and generating, by the computing system and based on the user interface request, the travel-booking user interface based on the determined user-specific incentive.

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis operations configured to integrate distinct clustering schemes given temporal variations. For example, certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive data analysis operations by generating integrative predicted scores based at least in part on at least one of: within-cluster consistency scores determined for clusters determined using a first clustering scheme (e.g., a service clustering scheme), within-cluster consistency scores determined for clusters determined using a second clustering scheme (e.g., a recipient clustering scheme), cross-cluster consistency scores, and cross-temporal consistency scores.

Abstract: The present disclosure provides a continuous process for the synthesis coupled compounds of diazonium salts including azo dyes involving in-situ generation of diazonium salts. It further discloses a set up to carry out the process for the synthesis of coupled compounds of diazonium salts.

Abstract: The invention relates to a process for permanently electrostatically doping a layer of a conductive or non-conductive material that is deposited on a solid substrate, to the doped material obtained according to this process, and to the use of such a material.

Abstract: The invention relates to a process for permanently electrostatically doping a layer of a conductive or non-conductive material that is deposited on a solid substrate, to the doped material obtained according to this process, and to the use of such a material.

Abstract: The invention provides a method of fastening lamellae of a lamellar material that is at least partially conductive onto an insulating substrate (2) containing oxides that are suitable for dissociating into mobile ions of given charge and stationary ions of opposite charge, the method comprising the steps of: placing a sample (1) of the lamellar material against a surface of the substrate; causing the oxides of the substrate to dissociate; and subjecting the substrate and the sample to an electric field by means of an electrode in contact with the substrate and an electrode in contact with the sample.

Abstract: The invention provides a method of fastening lamellae of a lamellar material that is at least partially conductive onto an insulating substrate (2) containing oxides that are suitable for dissociating into mobile ions of given charge and stationary ions of opposite charge, the method comprising the steps of: placing a sample (1) of the lamellar material against a surface of the substrate; causing the oxides of the substrate to dissociate; and subjecting the substrate and the sample to an electric field by means of an electrode in contact with the substrate and an electrode in contact with the sample.

Abstract: The invention provides a method of fastening lamellae of a lamellar material that is at least partially conductive onto an insulating substrate (2) containing oxides that are suitable for dissociating into mobile ions of given charge and stationary ions of opposite charge, the method comprising the steps of: placing a sample (1) of the lamellar material against a surface of the substrate; causing the oxides of the substrate to dissociate; and subjecting the substrate and the sample to an electric field by means of an electrode in contact with the substrate and an electrode in contact with the sample.