Computer architecture and process of patient generation, evolution, and simulation for computer based testing system

A computer implemented simulation and evaluation method for simulating interventions including active and passive intervention to a complex system, such as a patient having a set of normal and abnormal conditions such as a health state, by a user, and for evaluating the interventions responsive to predetermined criteria and the interventions, comprising the steps of:

• (a) accessing the computer implemented simulation and evaluation method by the user;
• (b) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (c) selecting genetic information of the patient responsive to the test area;
• (d) generating a patient history responsive to the test area and the genetic information;
• (e) receiving at least one intervention input by the user;
• and
• (f) evaluating, the user responsive to the at least one intervention input by the user and the predetermined criteria;
• wherein said generating step (d) further comprises the step of generating the patient history responsive to the test area, the genetic information, and an entity relationship model;
• and
• wherein the entity relationship model utilizes tree structures to describe a probability density function conditioned on comorbidities, treatments, risk factors, and the interventions.

A computer implemented simulation and evaluation method for simulating interventions including active and passive intervention to a complex system, such as a patient having a set of normal and abnormal conditions such as a health state, by a user, and for evaluating the interventions responsive to predetermined criteria and the interventions, comprising the steps of:

• (a) accessing the computer implemented simulation and evaluation method by the user;
• (b) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (c) selecting genetic information of the patient responsive to the test area;
• (d) generating a patient history responsive to the test area and the genetic information;
• (e) receiving at least one intervention input by the user;
• and
• (f) evaluating the user responsive to the at least one intervention input by the user and the predetermined criteria;
• wherein said generating step (d) further comprises the step of generating the patient history responsive to the test area, the genetic information, and an entity relationship model;
• and
• wherein the entity relationship model includes diagnostic complexities and disease interaction.

A computer implemented simulation and evaluation method for simulating interventions including active and passive intervention to a complex system, such as a patient having a set of normal and abnormal conditions such as a health state, by a user, and for evaluating the interventions responsive to predetermined criteria and the interventions, comprising the steps of:

• (a) accessing the computer implemented simulation and evaluation method by the user;
• (b) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (c) selecting genetic information of the patient responsive to the test area;
• (d) generating a patient history responsive to the test area and the genetic information;
• (e) receiving at least one intervention input by the user;
• and
• (f) evaluating the user responsive to the at least one intervention input by the user and the predetermined criteria;
• wherein said generating step (d) further comprises the step of generating the patient history responsive to the test area, the genetic information, and an entity relationship model;
• and
• wherein the entity relationship model includes parallel networks of health states to avoid combinatoric health state explosion.

A computer simulation and evaluation system for simulating interventions including active and passive intervention to a patient having a health state by a user, and for evaluating the interventions responsive to predetermined criteria and the interventions, comprising:

• a knowledge database storing patient health characteristics including at least one of population, record, agents of change, health states, findings and courses of action;
• a presentation system providing access to the computer simulation and evaluation system by the user;
• and
• a patient simulation system adapted to be connectable to said presentation system and said knowledge database, said patient simulation system performing the functions:
• (a) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (b) generating a patient history responsive to the test area and the genetic information;
• (c) presenting the patient, the patient history, and at least one health state potentially requiring intervention to the user;
• (d) receiving the at least one intervention including at least one of a passive intervention, an active intervention, and no intervention input by the user to apply to the patient;
• (e) evaluating the user responsive to the at least one intervention input by the user and the predetermined criteria.

A computer readable tangible medium storing instructions for implementing a process driven by a computer, the process simulating interventions initiated by a user, the interventions, including active and passive interventions to a patient having a health state, and the process evaluating the interventions responsive to predetermined criteria and the interventions, the instructions comprising the steps of:

• (a) accessing the computer implemented simulation and evaluation method by the user;
• (b) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (c) selecting genetic information of the patient responsive to the test area;
• (d) generating a patient history responsive to the test area and the genetic information;
• (e) presenting the patient, the patient history, and at least one health state potentially requiring intervention to the user;
• (f) receiving the at least one intervention including at least one of a passive intervention, an active intervention, and no intervention input by the user to apply to the patient;
• (g) evaluating the user responsive to the at least one intervention input by the user and the predetermined criteria.

A computer implemented simulation and evaluation method for simulating interventions including at least one of active and passive interventions to a complex system, such as a patient having a set of normal and abnormal conditions defining at least one health state, by a user to be evaluated, and for evaluating the interventions input by the user responsive to predetermined criteria, comprising the steps of:

• (a) defining a test area to evaluate the user by the computer implemented simulation and evaluation method responsive to at least one of predetermined criteria and a user profile;
• (b) selecting genetic information of the patient responsive to the test area;
• (c) generating a patient history responsive to the test area, the genetic information and at least one entity relationship model including entity relations, parallel networks of health states and diagnostic complexities and disease interaction;
• (d) presenting the patient, the patient history, and at least one health state potentially requiring intervention to the user;
• (e) receiving the at least one intervention including at least one of a passive intervention, an active intervention, and no intervention input by the user to apply to the patient;
• (f) evaluating the user responsive to the at least one intervention input by the user and the predetermined criteria.

A computer implemented simulation and evaluation method for simulating interventions to a patient by a user to be evaluated, and for evaluating the interventions input by the user responsive to predetermined criteria, comprising the steps of:

• (a) defining a test area to evaluate the user responsive to at least one of predetermined criteria and a user profile;
• (b) selecting genetic information of the patient responsive to the test area;
• (c) generating a patient history responsive to the test area, the genetic information and at least one entity relationship model including entity relations having parallel networks of health states, diagnostic complexities and disease interaction;
• (d) presenting the patient, the patient history, and at least one health state potentially requiring intervention to the user;
• and
• (e) evaluating the user responsive to at least one intervention input by the user and the predetermined criteria.