Abstract: Systems and methods include an optimization-based load planning module including a data-reduction scheme for analyzers of bio-fluid samples. The optimization-based load planning module is executable on a computer server and is configured to optimize assay type assignments across a large number of analyzers based on one or more objectives, such as: load balancing, efficient reagent usage, reduced turn-around-time, reduced quality assurance costs, and/ or improved system robustness. The optimization-based load planning module uses a data-reduction scheme to generate a load plan comprising computer-executable instructions configured to cause a system controller of a diagnostic laboratory system to assign each of the requested test types to be performed over the planning period to one or more selected analyzers in accordance with the one or more preferences or priorities. Other aspects are also described.

Abstract: Methods of visualizing performance of a diagnostic laboratory system are provided. The methods include displaying on a display, an image representing a layout of a plurality of laboratory analyzers included within the diagnostic laboratory system, and overlaying the image with a dynamically-changeable color overlay that indicates a performance for the plurality of laboratory analyzers over a period of time via using changeable colors. Systems including color-changeable overlays are provided as are other aspects.

Abstract: Systems and methods include an optimization-based load planning module for laboratory analyzers of bio-fluid samples. The optimization-based load planning module is executable on a computer server and is configured to optimize assay (lab test) assignments across a large number of laboratory analyzers based on one or more of the following user selected and weighted objectives: reduced turn-around-time, load balancing, efficient reagent usage, lower quality assurance costs, and/or improved system robustness. The optimization-based load planning module outputs a load plan comprising computer executable instructions configured to cause a system controller of a laboratory analyzer system to schedule and direct each requested test to be performed at one or more selected laboratory analyzers of the laboratory analyzer system in accordance with the user selected and weighted objectives. Other aspects are also described.

Abstract: Methods of visualizing performance of a diagnostic laboratory system are provided. The methods include displaying on a display, an image representing a layout of a plurality of laboratory analyzers included within the diagnostic laboratory system, and overlaying the image with a dynamically-changeable color overlay that indicates a performance for the plurality of laboratory analyzers over a period of time via using changeable colors. Systems including color-changeable overlays are provided as are other aspects.

Abstract: Methods of and apparatus controlling change-out inventory of an automated analyzer apparatus. The inventory control methods include receiving change-out inventory status from automated analyzer apparatus at a server, receiving an estimate of the planned workload over a specific time period at the server, analyzing with a decisioning module of the server first data of the change-out inventory status and second data of the planned workload over the specified time period, and producing a work plan itinerary as an output from the decisioning module. The work plan itinerary provides sequence instructions or commands for an operator (person and/or robotic mechanism) to follow for changing out of change-out inventory items. Inventory control apparatus configured to carry out the methods are provided, as are other aspects.

Abstract: A method of analyzing diagnostic test orders includes analyzing diagnostic test orders from a plurality of medical providers; identifying a peer group of medical providers having one or more like characteristics from the plurality of medical providers; and determining whether at least one diagnostic test order includes an outlier test. One or more medical providers may be notified of the presence of an outlier test (a test ordered by, or not ordered by, the peer group). Other methods, apparatus, and systems are disclosed.

Abstract: Methods of visualizing performance of a diagnostic laboratory system are provided. The methods include displaying on a display, an image representing a layout of a plurality of laboratory analyzers included within the diagnostic laboratory system, and overlaying the image with a dynamically-changeable color overlay that indicates a performance for the plurality of laboratory analyzers over a period of time via using changeable colors. Systems including color-changeable overlays are provided as are other aspects.

Abstract: An optimization method of a diagnostic laboratory system. The method includes receiving, at a system controller, computer-readable data comprising an inventory of a plurality of analyzers included within the diagnostic laboratory system, and types of tests and numbers of the tests to be performed on samples by the diagnostic laboratory system over a planning period; and determining, via a reagent pack optimization module executing on the system controller, a reagent pack loading plan over the planning period. Diagnostic laboratory systems are disclosed, as are other aspects.

Abstract: Methods of visualizing performance of a diagnostic laboratory system are provided. The methods include displaying on a display, an image representing a layout of a plurality of laboratory analyzers included within the diagnostic laboratory system, and overlaying the image with a dynamically-changeable color overlay that indicates a performance for the plurality of laboratory analyzers over a period of time via using changeable colors. Systems including color-changeable overlays are provided as are other aspects.

Abstract: Systems and methods include an optimization-based load planning module for laboratory analyzers of bio-fluid samples. The optimization-based load planning module is executable on a computer server and is configured to optimize assay (lab test) assignments across a large number of laboratory analyzers based on one or more of the following user selected and weighted objectives: reduced turn-around-time, load balancing, efficient reagent usage, lower quality assurance costs, and/or improved system robustness. The optimization-based load planning module outputs a load plan comprising computer executable instructions configured to cause a system controller of a laboratory analyzer system to schedule and direct each requested test to be performed at one or more selected laboratory analyzers of the laboratory analyzer system in accordance with the user selected and weighted objectives. Other aspects are also described.

Abstract: A software-implemented, alert-enabled passive element and method that allows a user to receive updates from unrelated sources and to provide alerts and status information within a centralized information source without customization or modification of the unrelated sources. Data and information from multiple, independent systems is integrated into a single element that provides a centralized information source. A user is provided with the ability to specify the type of data to be gathered from the independent systems, the specific location where the data is to be retrieved, and a reference value for each instance of data to be retrieved. A comparison between the retrieved data and the reference value is thus enabled. Information regarding a mismatch or retrieved value beyond or outside an acceptable value or range of values may then be provided to the user within the passive element.

Abstract: Methods and apparatus for publisher-independent auxiliary communications in data router-mediated publisher/subscriber transmission architectures provide faster processing of actionable information by subscribers and increased flexibility to add publishers to a system. Publisher-originated information in a publisher-specific format is used by either the publisher, or a data router coupled to the publisher, to generate information, based on the publisher-originated information, in a publisher-independent format recognized by subscribers, and provided by the data router to subscribers. Publishers may include analyzers such as blood, immuno-assay, and clinical chemistry analyzers, IoT devices, and automation systems.

Abstract: Predictive quality control apparatus and methods for diagnostic testing systems may include a decision module that continually receives and correlates related data along with quality control results. The related data may include, but not be limited to, one or more of the number and type of tests previously performed by a diagnostic analyzer, analyzer temperature, vibration level, humidity level, atmospheric pressure, degree of water ionization, refrigerated storage temperature of components used by the diagnostic analyzer, reagent lot number, reagent lot expiration, and/or other sensor and/or externally-sourced data. The decision module may be trained with quality control results indicating acceptable and unacceptable analyzer operation along with the related data in order to recognize patterns that may indicate subsequent unacceptable analyzer operation.

Abstract: Windows corresponding to independent applications in a windowed computing environment can be linked to have unified behavior. A host application can monitor window activity to determine if windows are intended to be grouped. Commands applied to one or more windows in a group are applied to at least some other windows in the group. Windows can be grouped or ungrouped according to various criteria including a priori configuration or user action. The window grouping permits a unified user interface behavior to be established for two or more independent applications.

Abstract: A depth-sensitive system for monitoring for and detecting a predefined condition at a specific location within a visually monitored portion of an area. Plural depth-sensitive cameras are oriented with respect to the area whereby each camera has a field of view within the area that at least partially overlaps with the field of view of another of the plural cameras. The combined field of view encompasses all portions of interest of the area. A system for providing a notification of the visual detection of a predefined condition at a particular location or set of locations within an area of interest is provided, as is a system for generating a visual representation of human activity at one or more specific locations within an area of interest.

Abstract: Methods and apparatus for publisher-independent auxiliary communications in data router-mediated publisher/subscriber transmission architectures provide faster processing of actionable information by subscribers and increased flexibility to add publishers to a system. Publisher-originated information in a publisher-specific format is used by either the publisher, or a data router coupled to the publisher, to generate information, based on the publisher-originated information, in a publisher-independent format recognized by subscribers, and provided by the data router to subscribers. Publishers may include analyzers such as blood, immuno-assay, and clinical chemistry analyzers, IoT devices, and automation systems.

Abstract: Methods of and apparatus controlling change-out inventory of an automated analyzer apparatus. The inventory control methods include receiving change-out inventory status from automated analyzer apparatus at a server, receiving an estimate of the planned workload over a specific time period at the server, analyzing with a decisioning module of the server first data of the change-out inventory status and second data of the planned workload over the specified time period, and producing a work plan itinerary as an output from the decisioning module. The work plan itinerary provides sequence instructions or commands for an operator (person and/or robotic mechanism) to follow for changing out of change-out inventory items. Inventory control apparatus configured to carry out the methods are provided, as are other aspects.

Abstract: A software-implemented, alert-enabled passive element and method that allows a user to receive updates from unrelated sources and to provide alerts and status information within a centralized information source without customization or modification of the unrelated sources. Data and information from multiple, independent systems is integrated into a single element that provides a centralized information source. A user is provided with the ability to specify the type of data to be gathered from the independent systems, the specific location where the data is to be retrieved, and a reference value for each instance of data to be retrieved. A comparison between the retrieved data and the reference value is thus enabled. Information regarding a mismatch or retrieved value beyond or outside an acceptable value or range of values may then be provided to the user within the passive element.

Abstract: A depth-sensitive system for monitoring for and detecting a predefined condition at a specific location within a visually monitored portion of an area. Plural depth-sensitive cameras are oriented with respect to the area whereby each camera has a field of view within the area that at least partially overlaps with the field of view of another of the plural cameras. The combined field of view encompasses all portions of interest of the area. A system for providing a notification of the visual detection of a predefined condition at a particular location or set of locations within an area of interest is provided, as is a system for generating a visual representation of human activity at one or more specific locations within an area of interest.

Abstract: Windows corresponding to independent applications in a windowed computing environment can be linked to have unified behavior. A host application can monitor window activity to determine if windows are intended to be grouped. Commands applied to one or more windows in a group are applied to at least some other windows in the group. Windows can be grouped or ungrouped according to various criteria including a priori configuration or user action. The window grouping permits a unified user interface behavior to be established for two or more independent applications.