PDA software robots leveraging past history in seconds with software robots

• US 20090187425A1
• Filed: 09/16/2008
• Published: 07/23/2009
• Est. Priority Date: 09/17/2007
• Status: Abandoned Application

• Current Assignee: Arthur Solomon Thompson
• Original Assignee: Arthur Solomon Thompson
• Inventors: Thompson, Arthur Solomon
• Application Number:
  US12/232,335
• Publication Number:
  US 20090187425A1
• Time in Patent Office: Days
• US Class Current: 705/3
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G06Q 10/0637 Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
• CPC Class Codes: G10L 15/26 Speech to text systems G10L15/08 takes precedence
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records
• CPC Class Codes: G16H 40/20 for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems
• CPC Class Codes: G16H 50/50 for simulation or modelling of medical disorders
• CPC Class Codes: G16H 50/70 for mining of medical data, e.g. analysing previous cases of other patients

Abstract

The International market is a vital horizon for todays and future strategies since it provides a robust and competitive arena for expanding business. The focus of the forgoing is to deploy a suite of decision search tools which will live on the phone network and the internet. The prime focus is to mainstream an electronic data record and medical diagnostic application [telephone/internet deployment architecture] which will address one of the most threatening problems in America “Mainstreaming of remote Health Care Services Access”. These tools will primarily be used to determine the severity of health condition providing Doctor Collaboration and health services routing.

We spend 1.6 trillion dollars in health care cost and have not realized full efficiency primarily based on access, infrastructure, doctor shortage, rising prices and technology issues. The theme here involves deploying a health care international alliance which will not only address national but international health care needs.

The marriage of decision support technology and Nano implementation will be a powerful tool in addressing health care and other feedback technology that can live on our telecommunications network. Preliminary assessment indicates that the data structure should be able to support 10s of millions of medical records in addition to leveraging decades of medical history in seconds. It should also be noted that the architecture supports a number of decision and games system applications as outlined in further documentation.

It appears that one of the enabling technologies that are promoting an intelligent look and feel by software system involves leveraging past history in seconds. This sublime but inertial characteristic provides the ability of decades of information to be searched and realized in such fields as medical critical care or emergency response units.

Claims

2. A method using the Expert Shell to deploy Intelligent Agents &

Software Robots Applications for process control and application development leveraging past history in seconds using pattern matching and machine learning as a further mechanism of defining machine errors, routing and system characteristics as agents provide special functions to the system such as scheduling, monitoring, diagnosis and treatment recommendations as a search string is composed of a context and a set of behaviors and the composite set is pattern matched over a pre-existing frequency storage of past history of electronic records in seconds as past electronic history can be leveraged as a “

frequency database storage”

strategy as depicted in FIG. 6-12, 29

1. A method comprising of an Expert System shell primarily for search and process control applications as data is processed mapping text to numbers to facilitate leveraging decades of history from a large knowledgebase in seconds using pattern matching primarily for capturing system behavior for analysis as in the case of pattern matching a phone number over billions of other numbers as these queries on electronic knowledge collections or directed to health care professionals or routed to a health care software robot capable of processing search requests see independent claims 2, See FIG. 6-12

3. A method using PDA and other telecommunications interfaces to record medical symptom incidents for body components-symptoms in numeric form, to capture requirements maintaining numeric “

electronic medical record”

providing a mapping of body component and symptoms facilitating a numeric and multi-lingual storage strategy which could be leveraged on PDA, phones or telecommunications interface as body component (concept subject) and body system (context) followed by symptoms or collection of terms as this string of terms for diagnosis are pattern matched leveraging electromagnetic waves scanning a knowledgebase of potentially matching patterns and applicable treatment plans See FIG. 6-12

4. A method comprising of an autonomous or self driven software robot, problem solvers identifying system aberrations and pursuing solution strategies to correct the problems by using processes to return the system to a set of ones e.g. homeostasis, consider thousands of tasks being processed, prioritized and optimized to fulfill a set of business initiatives, as a key aspect of addressing task processing involves routing, priority setting and the ability to return the system to a state of homeostasis, this type of software robots would involve a processes to return to the state of homeostasis as a Self Directed Objective=G (111 . . . 111) where this configuration is the start and the end state execute processes returning to the original state.

5. A method using PDA and other telecommunications interfaces to record numeric medical symptom incidents for body components-symptoms to capture requirements maintaining “

electronic medical record”

providing an interface for medical diagnostics as a current collection of symptoms are collected in the form of numbers, with decades of numerical electronic medical history used to pattern match or leverage a process to locate medical history which can be associated with the current symptom set, revealing prior applicable treatment plans using pattern resonance or pattern search process as the acquisition heuristic. See FIG. 6, 7, 9, 12

6. A method facilitating capabilities of a PDA software robot for internalizing information, as IMED architecture selecting body components and symptoms mapped to numbers which will be used as pattern matched strings over decades of past history in a frequency domain, equivalent of electronic medical records, finding treatment plans from prior solutions, from a large frequency storage interface as general system problem solver software robot leverages a basis set of objects which span a vector space like 88 keys on a piano spanning traditional musical frequencies, formulating and concatenating objects forming frequency base signature which are pattern match with decades of historic patterns to identify solutions to outstanding problems, architecture support learning thousands of processes and procedures, interactive multi-lingual communications, expert shell support for dozens of decision and problem analysis applications. FIG. 16, 34, 35

7. A method to facilitate human body system diagnosis as a list of over a thousand body components represented by a thousand bit string model where (zeros) map the appropriate symptoms and (one) designate ok body components as a diagnosis string compose current symptoms in order to leverage the entire medical history by pattern matching new symptoms over a large phone or telecommunications knowledgebase as the phone architecture provides and international forum for potentially pattern matching a set of symptoms. See FIG. 6, 8, 10, 12

8. A method comprising an architecture facilitating deferential diagnosis process by pattern recognition and search for differential cases leveraging past history leveraging past history in seconds, as true differential diagnosis is facilitated by a systematic process of elimination and inspection of probable cases as the output of the diagnosis string, providing an ordered historical list of “

electronic medical records”

as the process induces an ordering of symptoms with respect to body component or another ordering parameter, first then by symptom type. See FIG. 6, 8, 10, 12

9. A method providing a system or medical question process leveraging past medical history in seconds based on a collection or bits string of ones (1) of over 1000 components representing body homeostasis as symptom in this collection are depicted as zeros (0) and these (0) are the source of questions in various system which will be presented to isolate the problems as the power set of the bit string represent all questions to be generated on the system and the set complement captures the set of outstanding question in a specific scenario as the act of leveraging past history provide all matching or pattern matched scenarios consistent with the system inquiry as the 1000 components are divided into over a dozen body system using piece removal, system elimination and set complement to reduce the pattern space in each system. FIG. 3, 32, 41

10. A method adapting numerical in lieu of text schemes as International Multi Lingual Design strategy as a word from different languages can be translated as numerical sets of body components, systems, symptoms, diagnosis and drug treatment numbers as numerical electronic medical record, should map to many languages as numbers, as in a table of numbers and terms, facilitating a phone search or pattern matching search strategy as Software Robot technology should be a major bridge in communicating internationally with a language friendly approach to deciphering electronic medical records and recommendations further noting that only numbers has to be sent over the wire since on the communication interface leverages a table of numbers and terms will perform the translation FIG. 6-12, 26, 45, 4659

11. A method facilitating a very large storage capacity on a PDA and other telecommunications devices in a small footprint leveraging a piano model or a collection of basis vectors, 88 keys, spanning a vector space (all music) as the size of the data structure of the piano keys does not grow nor does the size of the memory allocated for visit count to piano key does not increase the allocated data structure storage capacity by reuse of a finite collection. (Abstract data type is long Integer piano key, long Integer piano Key. visit) as memory (88×

long Integer piano key and 88×

long Integer piano key. Visit) about 400 bytes.

12. A method comprising a search architecture as a piano has 88 key or 2̂

88 states, only the integrity of the 88 keys needs to be robust to fundamentally assure all 2̂

88 states are verifiable assuming the associating architecture can be verified see FIG. 12, 35 as this architecture provides the system repair or verification strategy.

13. A method to facilitate Business language Robot as language or word phrases translation on a on the IMED PDA expert shell process which maps associated words and expressions to numbers forming a history string much like IMED electronic medical records as word phrases are spoken or selected from the PDA their corresponding number enters the data stream forming a strings of past history that is leveraged by associating events over a number of decades providing a ranked list of expressions listing the proper grammar in by context as leveraging past history provides the most popular use of the word (word phrases). (see FIG. 48, 57, 59)

14. A method adopting differential diagnosis outlining the following strategies:

This system comprising the following steps

a. Leveraging decades of past history using a symptom pattern

b. Sorting the body component list revealing body components and all corresponding body systems

c. Sorting the system field of the component list revealing body systems and all corresponding body components.

d. Review the sorted history of the past history field which indicates a body component and individual symptoms.

e. Review the sorted history of past history field to observe differential trends and similar patterns in collection of symptoms.

f. Review incident visit count for individual body component and symptom.

g. Review incident visit count for collection of symptoms (diagnosis) indicating illness propensity.

h. Review System ability to enumerate various states of a collection of symptoms.

15. Set complement strategy for system-diagnosis determination as the symptom (complement) patterns”

are recorded used in a search string for pattern match of current of current illness patterns as associated visit count help to define the likelihood of postulated conditions. (see FIG. 5, 17)

16. A method using the software robots GUI design for PDA and other telecommunications interfaces for a electronic medical data application with an interface providing for the input to a medical diagnostic application specified as fields body component No. component Name, Component System, Symptom No., Symptoms, Past History (collection of electronic medical record Numbers), Incidents (visit count of components (numbers)), Electronic Medical Data (description of Past history (English), Drug see FIG. 6-12

17. A method providing for a GUI interface which is used to deploy several decision support application which leverage past history as the body component field”

is augmented by a collection of frequency signatures as the IMED expert system shell could be used to maintain a library of acceptable frequency of body components (MRI, Ultrasound) as well as frequency orchestrated treatment plan. See FIG. 6-12

18. The concept of an interactive session on a phone is within reach with the IMED technology as we are referring to pattern recognition based on composing a diagnostic string as the body component is selected with several symptoms or behaviors as this string is pattern matched with past history or Electronic Medical Records based on leveraging past history in seconds where Electronic Medical Records serves as storage of past history of conditions a unique string of numbers or frequencies to each collection of symptoms as the diagnosis string uses a body component and a collection of symptoms when the diagnosis string leveraging past history, all context of aliments are listed and the best context is selected by inspection as this process outlines the data flow for originating interactive or collaborative communications on a system facilitated by being able to search through all context related history. See FIG. 5)

19. A method which implements the IMED process model which maps a collection of body symptoms to the context body part forming a string which is pattern matched with decades of electronic medical records facilitating a voice translation process resembling a modem process mapping an analog signal to a number and using this number to map the equivalent English translation from a table of English terms and their corresponding numbers in conjunction with history file spanning decades (i.e. Electronic medical record). See FIG. 59

20. A process establishing the protocols for Expert System Tool design Strategy and information definition and search heuristics data (basis vectors, set complements (system errors), search strategy pattern match facilitating reuse of previous gathered electronic medical data or system solutions “

facilitating a games and process simulation modeling architecture capable of complex memory based activities based on games theory leveraging optimization of process steps, recall of process steps, cutting edge pattern matching search strategy”

see FIG. 35, see FIG. 12

21. A method which defining the requirements for a software robot which include creating search strings from body components and current symptoms, leveraging decades on history in seconds using decades of electronic data records and potentially a global domain of electronic data records on the phone system, unsurpassed search ability leveraging configurable processing units called Agents facilitating learned tasks and process control measures defining at least 40 decision support systems used as reusable components for software robots or specialized search engines including movie animation facilitating multi-level analysis or system behavior as well as leveraging past history in seconds Expert System=G (p₁, p₂, p₃, p₄, p₅, p₆, p₇, p₈, p₉ . . . p₁₀, p₁₁, p₁₂, p₁₃) which provides GUI design support the multiple loading of expert profiles see FIG. 6-12. 29

22. A method comprised of diagnosing Distress or Illness

Use phone internationally with your medical history (e.g. PDA).

Select Medical assistance key

Phone Dialog

Enter list of Symptoms

Leverage decades of medical history in seconds to clarify diagnosis

Based on symptoms, system logs into IMED and contacts the appropriate medical specialty internationally.

International Doctor contacts American Doctor for licensure and U.S. policies and calls Patient.

System downloads decades of Medical History from patient phone in seconds for patient and doctor review

System informs patient and doctors of prior similar symptom cases and treatment plans using symptom search string. System recalls medical history, diagnosis, drugs, treatments and scheduled appointments.

System diagnoses extremely large number of symptom cases while leveraging decades of past medical history.

Doctors collaborate to resolve patient problem and American doctor administers treatment options. Incorporating second diagnosis process opinion. See FIG. 5

23. A method which implements an IMED Phone Robot Factory as customers call in to obtain electronic medical history and diagnosis advisory for tens of thousand of diagnosis strings that are provided by customers doctors the multi-lingual format creates a convenient processing of electronic medical data records from a large international community. Expert Health care system with services and advisory will provide first class security services using software robots and health care professionals to administer and maintain electronic medical data around the world.

24. A method leveraging the IMED expert shell as a means of tracking traffic congestion as fields:

city highway, city roads, road visit count, path to destination, and destination time are used to provide a phone lookup scheme for a selected highway and road route as is entered in a phone and pattern matched to a number which indicates whether path is busy or not as a real-time look and feel as facilitated by pattern. See FIG. 7

25. A Method defining an Architecture facilitating Software Robots with Frequency Databases for the most part lives on the phone system and telecommunications infrastructure providing powerful resources access and speed all over the globe as the implementation of international Electronic Medical Records and Medical Advisory which will have very fast performance especially in FIOS (fiber optics) environment since a battalion of Software robots can extract information all over the globe and in space as the concept of a frequency database involves processing a list of basis vectors in numerical format to facilitate leveraging past history in seconds to satisfy query requests Frequency Database (Requires no Indexing via Pattern Match) see FIG. 6-12

26. A method providing a Genome tool based on an expert shell which depicts gene identifier and a collection of symptoms and traits as the utility provides for a population of individuals as well has their electronic medical data to be analyzed with the trait performing various filtering, with the ability to analyze electronic medical data for patterns as facilitating medical research and analysis such genome, biological systems simulations leveraged by pattern recognition in seconds using fifty plus symptoms in seconds since leveraging past history in seconds will lead to clarification of cause and possible treatment primarily by review prior history.

27. A method leveraging Expert Systems and Set Theory as Set theory defines Expert Systems process considering whole and part relationships as an Expert system provides a whole set of basis vectors that spans a vector space leveraging the ability to query any subset of the whole at stealth speeds or leverage centuries of past history in search as this can be demonstrated on the phone system or a few pieces of pies making up whole or part scenarios as software robots leverage the ability to answer questions, solve problems leveraging past history in seconds and remember thousands of processes.

28. A process for International Doctor Consortium involving a process to obtain election of doctors based on numerical diagnosis and electronic medical record conditions, pricing, language preference, scheduling, as a multi lingual electronic record is provides greater flexibility for candidate physicians to participate and communicate with patient. see FIG. 52

29. A method deriving basis vectors from error models building basis vectors, medical-record error past history per FIG. (0) define the basis vector for the error system which is used to formulate the electronic medical record which collectively define the behavior of the system FIG. (3) as symptom or error models for IMED electronic medical records map integer number to medical conditions defining a very small foot print representation of what is required to achieve homeostasis.

30. A method for a software robot with animation, as a data model comprising tables of animation characters comprised of sequences of numbers (e.g. 785, 2, 5, 8, 9), as these collections represent a set of behaviors or actions executable almost instantaneously, providing a platform for decisions and reacting to conditions in games or actions triggered by a frequency driven controller device, providing process control or sequence of events, remembering the sequence of steps or process traversed as an architecture which recalls all process paths FIG. 51, 52, 53

31. A method capturing the process for a software robot seamlessly leveraging past history in seconds comprising, language, grammar, prior incidents and dozens of other intelligent processes instantaneously, when responding to requests or making imminent decisions as it defines a foundational case with regard to intelligent process modeling which includes language translation and leveraging of history in seconds by gather appropriate input frequency signatures and pattern matching over intractably large search space to identify past history revealing prior solutions (grammar, process, and learning)

32. A method implementing a Piano Robot written in a Programming language which takes a string of ones and generates the power set of this bit string, forming at least 30 million systems which can be loaded in a word processor in order to perform search for any string of length specified as a visit count is record on each system queried as this system provides close to minimum but sufficient architecture to recognize patterns and learn by visit count or entropy leveraging pattern matching past history in seconds as electronic records are defined as a collection of bits of length n with a system counter representing a mapping of any list which needs to be stored leveraging the piano model and retrieved by pattern matching or leveraging past history in seconds as system errors define electronic records and entire record is shown in FIG. 19, see FIG. 18, 19, 36.

33. A method comprising of a Piece Removal search process for reducing pattern space in order to find and constrain objects in intractably large search spaces, in decision support, gaming, trouble shooting, and other searching in state space see FIG. 30, 31, 40, 41, 42, 43

34. The innovation in the Language Robot involves leveraging all available history frequency signatures in order to establish context and meaning of word phrases. The system is designed to capture all spoken language ultimately comparing and leveraging all past phrases. This should add a substantial sophistication to language translation and interpretation if all words are place in a specific context and historical reference. Please focus on the number 785 from the stomach context. In the vernacular of medicine all cases of 785 could be differential diagnosis. In our current language context, the 785 class represents all occurrences from decades of past history that a phrase began with the word stomach thereby capturing all relevant context. I believe with proper focus and study one could define the necessary rules for language translation and interpretation by telephone software robots.