US Patent No: 6,687,685

Number of patents in Portfolio can not be more than 2000

Automated medical decision making utilizing bayesian network knowledge domain modeling

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ATTORNEY / AGENT: (SPONSORED)
 

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Abstract

The present invention relates to a system and method of medical knowledge domain modeling and automated medical decision-making, such as for online, questionnaire-based medical triage. In the present invention, information such as conditions and characteristics related to a diagnosis or disposition level is modeled in a Bayesian Network. The Bayesian Network may comprise instantiable nodes, fault nodes, intermediary nodes, a utility node and a decision node. Using Bayesian inference, the conditional probability of any pair in the network may be determined in real-time. These conditional probabilities are modified upon the input of evidence, which is typically in the form of answers to a dynamic set of questions designed to identify a diagnosis or disposition level for the patient under evaluation.

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First Claim

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Patent Owner(s)

Patent OwnerAddressTotal Patents
DR. RED DUKE, INC.HOUSTON, TX1

International Classification(s)

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  • [Patents Count]

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Barzi, Afsaneh Houston, TX 2 40
Sadeghi, Sarmad Houston, TX 2 40
Zarrin-Khameh, Neda Houston, TX 1 40

Cited Art

Patent Info (Count) # Cites Year
 
MICROSOFT CORPORATION (3)
5,715,374 Method and system for case-based reasoning utilizing a belief network 46 1994
5,802,256 Generating improved belief networks 57 1997
6,154,736 Belief networks with decision graphs 34 1997
 
CLINICAL DECISION SUPPORT, LLC (2)
5,594,638 Computerized medical diagnostic system including re-enter function and sensitivity factors 232 1993
5,660,176 Computerized medical diagnostic and treatment advice system 235 1993
 
INTELLIGENT THERAPEUTIC SOLUTIONS, INC. (2)
6,081,786 Systems, methods and computer program products for guiding the selection of therapeutic treatment regimens 100 1999
6,188,988 Systems, methods and computer program products for guiding the selection of therapeutic treatment regimens 75 2000
 
MCKESSON HEALTH SOLUTIONS LLC (2)
5,764,923 Medical network management system and process 97 1995
5,964,700 Medical network management article of manufacture 50 1997
 
THE TRUSTEES OF THE UNIVERSITY OF PENNSYLVANIA (2)
4,872,122 Interactive statistical system and method for predicting expert decisions 65 1987
5,005,143 Interactive statistical system and method for predicting expert decisions 60 1989
 
3M INNOVATIVE PROPERTIES COMPANY (1)
2002/0052,559 System for processing audio, video and other data for medical diagnosis and other applications 9 2001
 
501 SYNTHES (U.S.A.) (1)
4,839,822 Computer system and method for suggesting treatments for physical trauma 224 1987
 
AGILENT TECHNOLOGIES, INC. (1)
5,922,079 Automated analysis of a model based diagnostic system 81 1997
 
BAKER INVENTIONS LLC (1)
6,076,083 Diagnostic system utilizing a Bayesian network model having link weights updated experimentally 68 1996
 
BATTELLE MEMORIAL INSTITUTE (1)
5,680,866 Artificial neural network cardiopulmonary modeling and diagnosis 79 1996
 
CYTYC CORPORATION (1)
6,556,977 Methods for selecting, developing and improving diagnostic tests for pregnancy-related conditions 43 1998
 
HEALTH HERO NETWORK, INC. (1)
5,307,263 Modular microprocessor-based health monitoring system 568 1992
 
HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P. (1)
6,456,622 Method for knowledge acquisition for diagnostic bayesian networks 30 1999
 
IGP TECHNOLOGIES, INC. (1)
2002/0107,824 System and method of decision making 61 2001
 
MEDINET SECURITY RESEARCH CO., LTD. (1)
5,951,469 Remote medical system 3 1998
 
NEALON; JOAN L. (1)
5,471,382 Medical network management system and process 215 1994
 
NEW ENGLAND MEDICAL CENTER HOSPITALS, INC. (1)
6,067,466 Diagnostic tool using a predictive instrument 84 1998
 
PICKARD, LOWE AND GARRICK, INC. (1)
5,133,046 Computer-based diagnostic expert system organized according to Bayesian theory 33 1991
 
POPE, MALCOLM (1)
6,090,044 System for diagnosing medical conditions using a neural network 15 1997
 
QUEEN MARY & WESTFIELD COLLEGE (1)
5,800,347 ROC method for early detection of disease 33 1995
 
RPX CORPORATION (1)
5,930,803 Method, system, and computer program product for visualizing an evidence classifier 56 1997
 
STERLING DIAGNOSTIC IMAGING, INC. (1)
5,331,550 Application of neural networks as an aid in medical diagnosis and general anomaly detection 84 1993
 
THE RESEARCH FOUNDATION OF STATE UNIVERSITY OF NEW YORK (1)
6,083,173 Artificial neural network for predicting respiratory disturbances and method for developing the same 13 1999
 
THE STAYWELL COMPANY, LLC (1)
5,827,180 Method and apparatus for a personal health network 200 1997
 
WILLIAM REBER, L.L.C. (1)
5,950,632 Medical communication apparatus, system, and method 153 1997
 
OTHER [CHECK PATENT PROFILE FOR ASSIGNMENT INFORMATION] (2)
6,014,626 Patient monitoring system including speech recognition capability 60 1996
6,601,055 Explanation generation system for a diagnosis support tool employing an inference system 46 1999

Patent Citation Ranking

Forward Cites

Patent Info (Count) # Cites Year
 
CLINICAL DECISION SUPPORT, LLC (12)
8,019,582 Automated diagnostic system and method 1 2004
7,780,595 Panel diagnostic method and system 11 2004
8,015,138 Computerized medical self-diagnostic and treatment advice system 0 2007
8,060,378 Disease management system and method including question version 0 2007
8,392,217 Disease management system and method including preview mode 0 2007
8,337,409 Computerized medical diagnostic system utilizing list-based processing 0 2007
8,066,636 Disease management system and method including pain code 1 2007
7,993,267 Disease management system including a no response method 0 2007
RE43548 Computerized medical diagnostic and treatment advice system 0 2009
RE43433 Computerized medical diagnostic and treatment advice system 0 2009
8,055,516 Panel diagnostic method and system 1 2010
8,301,467 Panel diagnostic method and system including active and passive strategies 0 2011
 
HONDA MOTOR CO., LTD. (4)
7,725,418 Responding to situations using multidimensional semantic net and Bayes inference 2 2005
7,370,022 Building plans for household tasks from distributed knowledge 0 2005
8,019,713 Commonsense reasoning about task instructions 0 2006
7,603,330 Meta learning for question classification 1 2006
 
MEDCOR, INC. (4)
7,720,692 Providing standardized medical triage 0 2004
7,716,070 Medical triage system 1 2004
7,668,733 Providing adaptive medical triage 1 2004
8,346,573 Quantification of responses received during medical triage 0 2010
 
CERNER INNOVATION, INC. (2)
7,865,375 System and method for multidimensional extension of database information using inferred groupings 0 2006
8,224,670 Graphical user interface for visualizing person centric infection risk 0 2007
 
AMERICAN BOARD OF FAMILY MEDICINE, INC. (1)
8,096,811 Computer architecture and process of user evaluation 0 2004
 
BRAEMAR MANUFACTURING, LLC (1)
8,425,414 Controlling access to a medical monitoring system 0 2007
 
CARDIONET, INC. (1)
7,907,996 System and method for processing and presenting arrhythmia information to facilitate heart arrhythmia identification and treatment 0 2007
 
CLINICAL DECISION SUPPORT (1)
7,769,600 Disease management system and method 18 2007
 
COGNEX CORPORATION (1)
7,961,201 Method and apparatus for producing graphical machine vision content for distribution via a network 1 2000
 
COGNIKA INTELLIGENCE AND DEFENSE SOLUTIONS, LLC (1)
7,792,769 Apparatus and method for learning and reasoning for systems with temporal and non-temporal variables 1 2007
 
HRL LABORATORIES, LLC (1)
7,650,272 Evaluation of Bayesian network models for decision support 5 2003
 
MEDTRONIC, INC. (1)
8,437,840 Episode classifier algorithm 0 2011
 
NORTHROP GRUMMAN SYSTEMS CORPORATION (1)
8,170,967 Knowledge base comprising executable stories 0 2008
 
QUALITY DATA MANAGEMENT, INC. (1)
7,509,266 Integrated communication system and method 1 2001
 
SIEMENS AKTIENGESELLSCHAFT (1)
7,685,001 Method and system to offer and to acquire clinical knowledge using a centralized knowledge server 1 2005
 
UNIVERSITY OF WASHINGTON (1)
7,783,582 Bayesian-network-based method and system for detection of clinical-laboratory errors using synthetic errors 1 2007
 
WEISS, SANFORD B. (1)
7,310,651 Medical media file management system and method 20 2004
 
OTHER [CHECK PATENT PROFILE FOR ASSIGNMENT INFORMATION] (5)
7,974,872 System and method for assisting consideration of selection including obtaining degree-of-necessity of a question from answer data 0 2002
7,011,528 Method and system for generating a skill sheet 5 2003
7,701,353 Individual system performance management 2 2006
7,624,030 Computer-implemented medical analytics method and system employing a modified mini-max procedure 0 2009
8,306,936 Automated legal evaluation using bayesian network over a communications network 0 2011

Maintenance Fees

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11.5 Year Payment $7400.00 $3700.00 $1850.00 Aug 3, 2015
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Surcharge - 11.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge after expiration - Late payment is unavoidable $700.00 $350.00 $175.00
Surcharge after expiration - Late payment is unintentional $1,640.00 $820.00 $410.00