Medical module including automated dose-response record system

Abstract

An automated dose-response record system including a module for housing waste-heat producing electronic and electromechanical medical equipment including at least one physiologic monitor, and including a system to measure, temporally correlate and record dose and response events.

What is claimed is: 
     
         1 . An automated dose-response record system of a data consolidation module for creating a timely and actionable remote healthcare record, the automated dose-response record system comprising:
 a housing configured to house electronic and electromechanical medical equipment;   at least one of a dose machine vision digital camera and a sensor positionable to detect dose events; and   at least one of a response machine vision digital camera and a sensor configured to detect response events;   processing circuitry in electrical communication with at least one item of the electronic and electromechanical medical equipment, in communication with the at least one dose machine vision digital camera and the sensor, and in communication with the at least one of a response machine vision digital camera and the sensor to receive, the processing circuitry and software configured to:
 receive dose event data from the least one item of the electronic and electromechanical medical equipment and the dose machine vision digital camera and the sensor; 
 receive response event data from the at least one of the response machine vision digital camera and the sensor; 
 interpret images using one or both of machine learning (ML) and artificial intelligence (AI); and 
 add timestamps or other indicators of time to one or more of the dose event data and the response event data; 
 temporally correlate the dose event data with the response event data; and 
 automatically transmit the temporally correlated dose event data and response event data to a remote display to be used for remote supervision, remote monitoring, or remote consultation. 
   
     
     
         2 . The automated dose-response record system of  claim 1 , wherein dose event data produced by the at least one item of the electronic and electromechanical medical equipment, mounted in or on or near the data consolidation module, is automatically consolidated by the processing circuitry and software. 
     
     
         3 . The automated dose-response record system of  claim 1  wherein the processing circuitry is configured to use the temporally correlated dose event data and response event data, after automatically saving and temporally correlating the dose event data and response event data, for one or more of: AI and ML enabled clinical decision support (CDS) functions, AI and ML enabled remote monitoring and supervision functions, AI and ML enabled generative medical note writing and editing, AI and ML enabled “big data’” analytics, AI and ML enabled controlled drug chain of custody monitoring, AI and ML enabled administrative and inventory functions, AI and ML enabled applications (apps), AI and ML enabled quality assurance, and AI and ML enabled medical research. 
     
     
         4 . The automated dose-response record system of  claim 1 , wherein the processing circuitry and software is configured to structure and organize the temporally correlated dose event data and response event data to generate a big data database for subsequent big data analytics. 
     
     
         5 . The automated dose-response record system of  claim 1 , wherein, the processing circuitry and software is configured to transform the temporally correlated dose event data and response event data via steps of extract, transform, and load (ETL) to clean and prepare the data for input to a big data analytics platform or an electronic health record (EHR). 
     
     
         6 . The automated dose-response record system of  claim 1 , wherein the processing circuitry and software is configured to filter and clean the temporally correlated dose event data and response event data so that the temporally correlated dose event data and response event data before transmission to a big data database or an electronic health record (EHR). 
     
     
         7 . The automated dose-response record system of  claim 1 , wherein the processing circuitry and software is configured to apply consistent data standards, consistent data formatting, consistent data fields, consistent data labeling and timestamping priori to AI and ML analysis and research. 
     
     
         8 . An automated dose-response record system that includes a system to measure, timestamp, and record dose and response events, the automated dose-response record system comprising:
 at least one dose machine vision optical sensor positionable to generate dose event data based on observed dose events; and   at least one of a response machine vision optical sensor and a physiologic monitor positionable to generate response event data based on observed response events; and   processing circuitry and software in communication with the at least one dose machine vision optical sensor to receive the dose event data and in communication with the at least one of a response machine vision optical sensor and the physiologic monitor to receive response event data, the processing circuitry and software configured to:
 timestamp the dose event data and timestamp the response event data; 
 temporally correlate the dose event data and the response event data using the timestamps; 
 store, automatically, the timestamped dose event data and the timestamped response event data in memory, an electronic record, or a database; and 
 analyze the temporally correlated dose event data and response event data using artificial intelligence. 
   
     
     
         9 . The automated dose-response record system of  claim 8 , wherein the analyzed, temporally correlated dose event data and response event data is automatically transmitted to a remote display for remote supervision, remote monitoring, or remote consultation. 
     
     
         10 . The automated dose-response record system of  claim 8 , wherein the processing circuitry is configured to use the dose event data and response event data, after automatically saving and temporally correlating the dose event data and response event data, for one or more of: AI and ML enabled clinical decision support (CDS) functions, AI and ML enabled remote monitoring and supervision functions, AI and ML enabled generative medical note writing and editing, AI and ML enabled big data analytics, AI and ML enabled controlled drug chain of custody monitoring, AI and ML enabled administrative and inventory functions, AI and ML enabled applications (apps), AI and ML enabled quality assurance, and AI and ML enabled medical research. 
     
     
         11 . The automated dose-response record system of  claim 8 , wherein the processing circuitry and software is configured to structure and organize the dose event data and the response event data to generate a big data database for subsequent big data analytics. 
     
     
         12 . The automated dose-response record system of  claim 8 , wherein the processing circuitry and software is configured to transform the dose event data and the response event data via steps of extract, transform, and load (ETL) to clean and prepare the dose event data and the response event data for input to a big data analytics platform or an electronic health record (EHR). 
     
     
         13 . The automated dose-response record system of  claim 8 , wherein the processing circuitry and software is configured to filter and clean the dose event data and the response event data for submission to a big data database or an electronic health record (EHR). 
     
     
         14 . The automated dose-response record system of  claim 8 , wherein the processing circuitry and software is configured to apply consistent data standards, consistent data formatting, consistent data fields, consistent data labeling and timestamping, to produce the dose event data and the response event data for AI and ML analysis and research. 
     
     
         15 . An automated dose-response record system that includes a system to measure, timestamp, and record dose and response events, the automated dose-response record system comprising:
 at least one of a dose machine vision digital camera and a sensor positionable to generate does event data based on observed dose events; and   at least one of a physiologic monitor, a response machine vision camera, and a sensor positionable to detect response events;   processing circuitry in wired or wireless electrical communication with the at least one machine vision digital camera and sensor to receive dose event digital data based on the detected dose events, the processing circuitry in wired or wireless electrical communication with the at least one of the physiologic monitor, the machine vision digital camera, and the sensor to receive response event digital data, and the processing circuitry and software configured to:
 timestamp both the dose event digital data and the response event digital data; 
 temporally correlate the dose event data and the response event data using the timestamps; and 
 automatically store the dose event digital data and the response event digital data in memory, an electronic record, or database allowing artificial intelligence (AI) analysis of the dose event digital data and the response event digital data after temporal correlation. 
   
     
     
         16 . The automated dose-response record system of  claim 15 , wherein the dose event data and the response event data, after being temporally correlated and analyzed, is automatically transmitted to a remote display to be used for remote supervision, remote monitoring, or remote consultation. 
     
     
         17 . The automated dose-response record system of  claim 15  wherein, the processing circuitry is configured to use the dose event data and response event data, after automatically saving and temporally correlating the dose event data and response event data, for one or more of: AI and ML enabled clinical decision support (CDS) functions, AI and ML enabled remote monitoring and supervision functions, AI and ML enabled generative medical note writing and editing, AI and ML enabled big data analytics, AI and ML enabled controlled drug chain of custody monitoring, AI and ML enabled administrative and inventory functions, AI and ML enabled applications (apps), AI and ML enabled quality assurance, and AI and ML enabled medical research. 
     
     
         18 . The automated dose-response record system of  claim 15 , wherein the processing circuitry and software is configured to structure and organize the dose event digital data and the response event digital data to populate a big data database for subsequent big data analytics. 
     
     
         19 . The automated dose-response record system of  claim 15 , wherein the processing circuitry and software is configured to transform the dose event digital data and the response event digital data via steps of extract, transform, and load (ETL) to clean and prepare the data for input to a big data analytics platform or an electronic health record (EHR). 
     
     
         20 . The automated dose-response record system of  claim 15 , wherein the processing circuitry and software is configured to filter and clean the dose event digital data and the response event digital data prior to transmission of a big data database or an electronic health record (EHR). 
     
     
         21 . The automated dose-response record system of  claim 15 , wherein the processing circuitry and software is configured to apply consistent data standards, consistent data formatting, consistent data fields, consistent data labeling and timestamping, to produce the dose event digital data and the response event digital data for AI and ML analysis and research.