Method to view schedule interdependencies and provide proactive clinical process decision support in day view form

Patent metadata

Field	Value
Publication number	US-11244259-B2
Application number	US-201916707822-A
Country	US
Kind code	B2
Filing date	Dec 9, 2019
Priority date	Nov 15, 2005
Publication date	Feb 8, 2022
Grant date	Feb 8, 2022

Abstract

A system and method for use in managing and preparing for scheduled procedures that are characterized as being interdependent and variable. The disclosed method enables schedule risk management and provides a look-ahead capability along with process diagnostics to isolate specific assets and tasks that can be managed to reduce schedule risk. The method facilitates review of upcoming tasks by the process stakeholders for education as to where the schedule risks reside and in an emulation mode for review and improved scheduling going forward. Clinical workflow is integrated such that process stakeholders and assets are directed in such a way as to keep on, reduce delay risk or recover the schedule.

First claim

The invention claimed is:

1. An apparatus comprising:
memory including instructions;
communication circuitry to communicate with one or more healthcare systems; and
at least one processor to execute the instructions to at least:
load a schedule of tasks and associated asset availability from the one or more healthcare systems, the schedule associated with an upper specification limit and a lower specification limit establishing bounds for task execution;
process, using at least one of a simulation or an artificial intelligence model, the schedule of tasks using the associated asset availability, the upper specification limit, the lower specification limit, and a distribution of probabilities associated with durations of the tasks in the schedule of tasks to determine i) a difference between the schedule of tasks and current process operations and ii) a probabilistic prediction of a future schedule, wherein a schedule risk is associated with at least one of i) or ii);
generate a user interface including views from the simulation of: a) the schedule of tasks, b) the difference between the schedule of tasks and current process operations, and c) the probabilistic prediction of a future schedule; and
output, in response to a selection of at least one of b) or c), instructions via the communication circuitry to the one or more healthcare systems for an updated schedule of tasks adjusted from the processed schedule of tasks based on the selected at least one of b) or c) when the schedule risk falls outside the bounds established by the lower specification limit and the upper specification limit.

2. The apparatus of claim 1 , wherein the user interface is to facilitate monitoring of activity and tracking the schedule of tasks for a time period.

3. The apparatus of claim 1 , wherein the user interface is to visualize a variation of schedule task times, visualize a scheduling opportunity and associated constraint, and view schedule risk information with respect to the schedule of tasks.

4. The apparatus of claim 1 , wherein the artificial intelligence model includes at least one of a case-based reasoning model, a rule-based model, a fuzzy logic model, an example-based evidentiary reasoning model, an artificial neural network model, a regressive model, or a heuristic model.

5. The apparatus of claim 1 , wherein the user interface is to display the distribution of probabilities and a cumulative probability for a block of time over time.

6. The apparatus of claim 1 , wherein the user interface is to display an analytical roadmap of tasks, assets, and process interdependencies.

7. The apparatus of claim 6 , wherein the user interface is to display a measure of availability, calculation of a critical path, and use of exogenous variation, probabilistic duration, availability and reliability to calculate at least one of a) a probability of events beginning and ending at scheduled times, or b) a start time and a completion time to achieve a probability estimate.

8. The apparatus of claim 7 , wherein the user interface is to display, as determined by the at least one processor, asset interdependencies and a dependency state design associated with the critical path calculation.

9. The apparatus of claim 8 , wherein the user interface is to display, as determined by the at least one processor, a base schedule, the base schedule determined based on a variation in asset reliability, staff attendance, and a probability duration estimate.

10. The apparatus of claim 9 , wherein the at least one processor is to simulate the base schedule with a schedule risk, the at least one processor to apply decision support with respect to the base schedule based on the schedule risk.

11. At least one non-transitory computer-readable storage medium comprising instructions that, when executed, cause at least one processor to at least:
load a schedule of tasks and associated asset availability from one or more healthcare systems, the schedule associated with an upper specification limit and a lower specification limit establishing bounds for task execution;
process, using at least one of a simulation or an artificial intelligence model, the schedule of tasks using the associated asset availability, the upper specification limit, the lower specification limit, and a distribution of probabilities associated with durations of the tasks in the schedule of tasks to determine i) a difference between the schedule of tasks and current process operations and ii) a probabilistic prediction of a future schedule, wherein a schedule risk is associated with at least one of i) or ii);
generate a user interface including views from the simulation of: a) the schedule of tasks, b) the difference between the schedule of tasks and current process operations, and c) the probabilistic prediction of a future schedule; and
output, in response to a selection of at least one of b) or c), instructions to the one or more healthcare systems for an updated schedule of tasks adjusted from the processed schedule of tasks based on the selected at least one of b) or c) when the schedule risk falls outside the bounds established by the lower specification limit and the upper specification limit.

12. The at least one non-transitory computer-readable storage medium of claim 11 , wherein the instructions, when executed, cause the user interface to monitor activity and track the schedule of tasks for a time period.

13. The at least one non-transitory computer-readable storage medium of claim 11 , wherein the instructions, when executed, cause the user interface to visualize a variation of schedule task times, visualize a scheduling opportunity and associated constraint, and view schedule risk information with respect to the schedule of tasks.

14. The at least one non-transitory computer-readable storage medium of claim 11 , wherein the artificial intelligence model includes at least one of a case-based reasoning model, a rule-based model, a fuzzy logic model, an example-based evidentiary reasoning model, an artificial neural network model, a regressive model, or a heuristic model.

15. The at least one non-transitory computer-readable storage medium of claim 11 , wherein the instructions, when executed, cause the user interface to display the distribution of probabilities and a cumulative probability for a block of time over time.

16. The at least one non-transitory computer-readable storage medium of claim 11 , wherein the instructions, when executed, cause the user interface to display an analytical roadmap of tasks, assets, and process interdependencies.

17. The at least one non-transitory computer-readable storage medium of claim 16 , wherein the instructions, when executed, cause the user interface to display a measure of availability, calculation of a critical path, and use of exogenous variation, probabilistic duration, availability and reliability to calculate at least one of a) a probability of events beginning and ending at scheduled times, or b) a start time and a completion time to achieve a probability estimate.

18. The at least one non-transitory computer-readable storage medium of claim 17 , wherein the instructions, when executed, cause the user interface to display, as determined by the at least one processor, asset interdependencies and a dependency state design associated with the critical path calculation.

19. The at least one non-transitory computer-readable storage medium of claim 18 , wherein the instructions, when executed, cause the user interface to display, as determined by the at least one pr

Assignees

• Gen Electric

Inventors

• Johnson Christopher D
• Akbay Kunter Seref
• Dulgeroglu Onur Ilkin

Classifications

• G06Q10/1093

  Calendar-based scheduling for persons or groups · CPC title

• G16H30/20

  for handling medical images, e.g. DICOM, HL7 or PACS · CPC title

• G06Q10/06

  Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling · CPC title

• G16H10/60

  for patient-specific data, e.g. for electronic patient records · CPC title

• G06Q10/063116 Primary

  Schedule adjustment for a person or group · CPC title