Apparatus, system and method for data diffusion in a medical computer system

A method for optimizing and distributing predictively processed data in a medical software application of a resource management system operating on a computer network, comprising:

• storing, on a memory, profile data of a plurality of computer systems of the computer network associated with different health care facilities, and profile data comprising (i) data relating to operational characteristics of a first remote health care facility associated with a first computer system of the computer network, wherein the data comprises a header format indicating chronological operating characteristics, and (ii) resource management data associated with the profile data, wherein the resource management data comprises predictively pre-processed data for optimizing operational capability and capacity data, and utilizing the header format, associated with the first remote health care facility;
• probabilistically grouping, via a processing apparatus, a plurality of computer systems of the computer network associated with different health care facilities matching the stored profile data of the first computer system, based on linked characteristics of each grouped health care facility to the remote first health care facility associated with the first computer system;
• transmitting, via a communications interface, the resource management data to the grouped plurality of computer systems on the network;
• receiving, via the communications interface, respective feedback data from each of the grouped plurality of computer systems in response to the resource management data, wherein one or more of the received feedback data comprises an indication that one or more features of a respective execution of the medical software application for a current operational cycle includes an out-of-threshold condition relative to the capabilities and capacities;
• predictively processing, via the processing apparatus, the resource management data via simulation, based on the feedback data to generate updated resource management data for further optimizing operational capability and capacity data and addressing the out-of-threshold condition for a future operational cycle of the medical software application;
• and
• transmitting the updated resource management data to the at least one of the computer systems indicating the out-of-threshold condition, the updated resource management data being configured to replace at least a portion of the resource management data pf the at least one of the computer systems, and for loading and execution of further optimized operational capability and capacity data in the medical software application of the at least one of the computer systems.

A resource management system for optimizing and distributing predictively processed data in a medical software application of a computer network, comprising:

• a memory configured to store profile data of a plurality of computer systems of the computer network associated with different health care facilities, and first profile data comprising (i) data relating to operational characteristics of a first remote health care facility associated with a first computer system of the computer network, wherein the data comprises a header format indicating chronological operating characteristics, and (ii) resource management data associated with the first profile data, wherein the resource management data comprises predictively pre-processed data for optimizing operational capability and capacity data, utilizing the header format, associated with the first remote health care facility, and;
• a processing apparatus, operatively coupled to the memory, wherein the processing apparatus is configured to probabilistically group the plurality of computer systems of the computer network associated with different health care facilities matching the stored first profile data of the first computer system, based on linked characteristics of each grouped health care facility to the first remote health care facility associated with the first computer system;
• and
• a communications interface, operatively coupled to the processing apparatus, wherein the communications interface is configured to transmit the resource management data to the grouped plurality of computer systems on the network and receive respective feedback data from each of the grouped plurality of computer systems in response to the resource management data, wherein one or more of the received feedback data comprises an indication that one or more features of a respective execution of the medical software application for a current operational cycle includes an out-of-threshold condition relative to the resource management data,
• wherein the processing apparatus is configured to predictively process the resource management data via simulation based on the feedback data to generate updated resource management data for further optimizing operational capability and capacity data and addressing the out-of-threshold condition for a future operational cycle of the medical software application,
• wherein the processor is configured to transmit the updated resource management data to the at least one of the computer systems indicating the out-of-threshold condition, the updated resource management data being configured to replace at least a portion of the resource management data of the at least one of the computer systems, and wherein the updated resource management data is configured to be loaded and executed for the future operational cycle,
• and wherein the processor is configured to transmit the updated resource management data to at least one of the other computer systems not indicating the out-of-threshold condition, wherein the updated resource management data is configured provisionally to be selectively loaded and executed for the future operational cycle.