Abstract: A system and method for a risk management visualization system having a computer including a processor and memory and configured to model a supply chain network as a supply chain planning problem, one or more key process indicators (KPIs) of the supply chain planning problem is based, at least in part, on the one or more input variables, model an impact on the one or more KPIs from each of the one or more input variables at a selected confidence interval using a Bayesian optimization process comprising an exploration phase and a learning phase, and display a visualization of the risk profile for the one or more KPIs, the visualization indicating a probability that an actual KPI value differs from a predicted KPI value.

Abstract: A fluid transfer system is provided that includes an infusion fluid container containing an infusion fluid therein, an infusion adapter for connection with the infusion fluid container, and a securing mechanism for securing the infusion fluid container and infusion adapter together. The infusion fluid container includes a port having a fluid barrier member therein. The infusion adapter includes a connection spike having a main spike portion and a puncturing point configured to engage the port, with the port positioned about the main spike portion and the puncturing point when engaged therewith. The securing mechanism is positionable about the port and the main spike portion after the main spike portion has been engaged with the port, to secure the port and the main spike portion together. The securing mechanism restricts vertical movement between the port and the main spike portion to prevent dislodging of the main spike portion from the port.

Abstract: A cap configured to engage different types of female connectors includes a housing having a closed bottom, an open top, and a sidewall extending between the top and the bottom with threads on an inner surface of the sidewall. The cap also includes a sleeve disposed in the housing with threads engaged to the threads of the housing configured to rotate relative to the housing, thereby moving the sleeve through the housing, and a gripper disposed at least partially in the sleeve having at least one flexible leg pressed radially inward by the sleeve as the sleeve moves through the housing. The cap also includes an absorbent support disposed in the gripper configured to clean and/or disinfect portions of the female connector.

Abstract: A securement device configured to be connected with multiple extension tubes extending from an adapter of a multi-lumen vascular access device includes at least one base having a first surface with an adhesive configured for securing the at least one base to a patient and an opposing outwardly facing second surface. The securement device also includes at least one lumen receptor. The at least one lumen receptor is connected to and extends from the second surface of the at least one base. The at least one lumen receptor is configured to removably receive one or more of the multiple extension tubes of the multi-lumen vascular access device for securing the multiple extension tubes of the multi-lumen vascular access device to the at least one base.

Abstract: Techniques for using conversational artificial intelligence to understand and manage source code repositories in software development environments. In one aspect, a computer-implemented method is described that includes receiving an utterance concerning code in a codebase, generating an utterance vector embedding based on the utterance, executing a similarity search on a vector index by comparing the utterance vector embedding to vector embeddings stored in the vector index using a similarity metric and identifying relevant nodes in a graph-based representation of the codebase based on the comparing, executing, based on types of constructs associated with the relevant nodes, queries on a graph database to retrieve additional context associated with the relevant nodes, generating a prompt comprising the utterance, the relevant nodes, and the additional context associated with the relevant nodes, and generating, by a generative model, a response to the utterance based on the prompt.

Abstract: A syringe includes a barrel having first and second ends, with the barrel defining an interior space and a stopper positioned therein, the stopper moveable within the interior space relative to the barrel, a plunger connected to the stopper, and a collar having threads configured to engage threads of a medical connector. The collar is at least partially received by the barrel, with one of the barrel and the collar defining a slot and the other of the barrel and the collar having a pin received within the slot. The collar has a connection position where the collar is fixed relative to the barrel when the syringe is being connected to the medical connector, a disconnection position where the collar is fixed relative to the barrel when the syringe is being disconnected from the medical connector, and a reuse prevention position wherein the collar is rotatable relative to the barrel.

Abstract: A cap configured to engage a male connector and a female connector includes a first housing for the female connector having a closed bottom, an open top, and a sidewall extending between the bottom and the top, and a first absorbent support disposed in the first housing configured to contact portions of the female connector. The cap also includes a removable second housing for the male connector disposed in the first housing. The second housing includes a bottom, a top, and a sidewall extending between the bottom and the top with an outer surface of the sidewall of the second housing engaged to an inner surface of the sidewall of the first housing. The cap also includes a second absorbent support disposed in the removable second housing configured to contact portions of the male connector.

Abstract: Provided herein is an instrument delivery device for targeted delivery of a thrombolytic agent into an IV catheter. The instrument delivery device includes a collapsible sleeve and a catheter tube positioned within the collapsible sleeve. Proximal and distal connectors are positioned at the proximal and distal ends of the collapsible sleeve. An advancement member is positioned at the distal end of the collapsible sleeve, between the distal connector and the collapsible sleeve. The advancement member includes a housing, a wheel member on the housing and actuatable by a user, and a roller mechanism operably connected to the wheel member, with the catheter tube routed through the roller mechanism and engaged therewith. Rotation of the wheel member distally advances the catheter tube from a first position to a second position, in which the distal end of the catheter tube is disposed at or adjacent a distal end of the IV catheter.

Abstract: A decentralized multi-agent artificial intelligence system autonomously orchestrates cyber threat management in multi-cloud and hybrid cloud environments, featuring specialized integration for SAP ecosystems including S/4HANA, SAP Business Technology Platform, and SAP HANA. The system comprises agents for monitoring, SAP-specific analysis, threat simulation, remediation, and coordination that employ multi-agent reinforcement learning (MARL) for consensus-driven decisions and adaptive responses. The system ingests SAP telemetry including audit logs and GRC alerts, simulates ERP exploits using generative AI, and executes tailored remediations including RFC isolation while maintaining privacy via federated learning and confidential computing. A governance module treats agents as non-human identities with bounded autonomy, reducing mean time to remediation and false positive rates.

Abstract: A gate driver for a power semiconductor device. The gate driver includes a detection circuit arranged to detect a threshold voltage of a power semiconductor device, and a gate drive circuit arranged to provide, based at least in part on the threshold voltage detected by the detection circuit, a drive signal to the power semiconductor device for operating the power semiconductor device. The drive signal has a waveform shaped to compensate for deviation or variation of the threshold voltage from a nominal threshold voltage for the power semiconductor device.

Abstract: Provided herein is a system for intravenous delivery of a caustic medication to a patient. The system includes a catheter assembly, a fluid source containing a caustic medication, and a fluid transfer device coupleable to the fluid source and to the catheter assembly. The fluid transfer device includes a flexible tube, a housing configured to movably receive the flexible tube, and an advancement member configured to move relative to the housing to move the flexible tube between a first position and a second position, with the distal end of the flexible tube disposed past a distal tip of the catheter and able to transfer fluid from the fluid source to the patient when in the second position. The system is operable to control an intravenous location or dispersion of the caustic medication infused to the patient and/or a dilution of the caustic medication infused to the patient.

Abstract: Provided herein is a system for intravenous delivery of a caustic medication to a patient. The system includes a catheter assembly, a fluid source containing a caustic medication, and a fluid transfer device coupleable to the fluid source and to the catheter assembly. The fluid transfer device includes a flexible tube, a housing configured to movably receive the flexible tube, and an advancement member configured to move relative to the housing to move the flexible tube between a first position and a second position, with the distal end of the flexible tube transferring caustic medication to the patient when in the second position. The fluid transfer device is operable to incrementally advance the flexible tube distally out past the distal tip of the catheter by a finite distance, to reposition the distal end of the flexible tube within a vein of the patient during administering of the caustic medication.

Abstract: Intravenous (IV) line attachments and IV line attachment racks can be used to efficiently manage and organize multiple intravenous (IV) lines. Each line attachment has an attachment mechanism for receiving an IV line, a coupling mechanism for coupling the line attachment to neighboring line attachments, and an indicator. The line attachments on a given IV line have matching indicators, which help caregivers identify each IV line. Similarly, each line attachment rack has a plurality of attachment mechanisms. In some embodiments, the line attachment rack can transition between a collapsed configuration and an expanded configuration. In the expanded configuration, the line attachment rack might have additional attachment mechanisms or spread out the existing attachment mechanisms. An IV line can be attached to at least two line attachment racks via at least two attachment mechanisms. The at least two attachment mechanisms to which the IV line is attached have matching indicators.

Abstract: Examples may relate to inventory management within a facility. In some embodiments, a facility has a first camera associated with a location and mounted to view a storage area and capture images of the storage area. A control circuit or processing resource can execute a machine learning model trained to: detect boundary features of a bin depicted in a first image; determine a bin location of the bin based on the location associated with the first camera; identify at least one inventory item stored in the bin based on a respective identifier associated with the at least one inventory item; and/or update inventory data based on identifying the at least one inventory item, wherein the inventory data is associated with the bin and at least one of the bin location and the location associated with the first camera.

Abstract: A gate driver for a power semiconductor device. The gate driver includes a detection circuit arranged to detect a threshold voltage of a power semiconductor device, and a gate drive circuit arranged to provide, based at least in part on the threshold voltage detected by the detection circuit, a drive signal to the power semiconductor device for operating the power semiconductor device. The drive signal has a waveform shaped to compensate for deviation or variation of the threshold voltage from a nominal threshold voltage for the power semiconductor device.

Abstract: Systems, methods, and computer program products for customized medical kit assembly and inventory management are disclosed. A method may include receiving, from a user device, an input associated with a selection of a set of medical devices for a medical kit. The set of medical devices may be dispensed from a storage location in response to receiving the input. The set of medical devices dispensed from the storage location may be packaged at a packaging location to form the medical kit. The medical kit may be dispensed from a fulfillment location.

Abstract: An open tip, tapered profile, needle cap for a medical syringe facilitates aspiration of filtered medicine into the syringe, through the septum of a medicine vial. A needle filter within a cavity of the needle cap has a distal end facing the open cap tip and a proximal end in abutting, fluid-sealed contact with the needle tip. The needle filter captures particulate matter in medicine that is aspirated through the hollow needle into the syringe cavity while inhibiting fluid flow therethrough external the hollow needle.

Abstract: Fluid connector systems including first and second connector portions that can form a fluid pathway when coupled together and can resist fluid flow therethrough when separated. Each connector portion can include a connector housing, a luer portion, and a spherical valve member. The spherical valve member is disposed within the connector housing extends partially through a valve opening of the connector housing. When the first and second connector portions are coupled together, the spherical valve members contact each other and displace away from their respective valve openings. This forms a fluid path between the first and second connector portions.

Abstract: A system and method for a risk management visualization system comprises a computer having a processor and memory and configured to model a supply chain network as a supply chain planning problem, one or more key process indicators (KPIs) of the supply chain planning problem is based, at least in part, on the one or more input variables, model an impact on the one or more KPIs from each of the one or more input variables at a selected confidence interval using a Bayesian optimization process, and display a visualization of a risk profile for the one or more KPIs, the visualization indicating a probability that an actual KPI value differs from a predicted KPI value.

Abstract: A system and method for a risk management visualization system having a computer comprising a processor and memory and configured to model a supply chain network as a supply chain planning problem, one or more key process indicators (KPIs) of the supply chain planning problem is based, at least in part, on the one or more input variables, model an impact on the one or more KPIs from each of the one or more input variables at a selected confidence interval using a Bayesian optimization process comprising an exploration phase and a learning phase, and display a visualization of the risk profile for the one or more KPIs, the visualization indicating a probability that an actual KPI value differs from a predicted KPI value.