WO2000004512A3 - Procede et systeme pour identifier des patients a risques avec diagnostic de diabete - Google Patents

Procede et systeme pour identifier des patients a risques avec diagnostic de diabete Download PDF

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Publication number
WO2000004512A3
WO2000004512A3 PCT/US1999/016345 US9916345W WO0004512A3 WO 2000004512 A3 WO2000004512 A3 WO 2000004512A3 US 9916345 W US9916345 W US 9916345W WO 0004512 A3 WO0004512 A3 WO 0004512A3
Authority
WO
WIPO (PCT)
Prior art keywords
diabetes
identifying
patients diagnosed
risk patients
risk
Prior art date
Application number
PCT/US1999/016345
Other languages
English (en)
Other versions
WO2000004512A2 (fr
Inventor
Felix Friedman
Quinggong Fu
George Gellert
Original Assignee
Smithkline Beecham Corp
Felix Friedman
Quinggong Fu
George Gellert
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Smithkline Beecham Corp, Felix Friedman, Quinggong Fu, George Gellert filed Critical Smithkline Beecham Corp
Priority to AU52185/99A priority Critical patent/AU5218599A/en
Publication of WO2000004512A2 publication Critical patent/WO2000004512A2/fr
Publication of WO2000004512A3 publication Critical patent/WO2000004512A3/fr

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

L'invention concerne une technique mise en oeuvre par des moyens informatiques, y compris le traitement de bases de données, utilisée pour identifier les patients souffrant de diabète qui présentent des risques, les informations sur ces patients figurant dans une base de données de déclarations. La technique consiste à traiter les informations relatives aux patients pour trouver et extraire des informations sur les déclarations pour un groupe donné de patients souffrant de diabète. En utilisant les informations ainsi extraites, on définit un ensemble d'événements se rapportant au diabète. On traite ensuite les informations extraites ainsi que l'ensemble d'événements pour créer des informations à niveaux qui se rapportent aux événements, organisées en rapport avec les événements plutôt qu'avec les déclarations. On définit une fenêtre temporelle pour obtenir une tranche de temps sur la base de laquelle on peut juger de l'utilité de prendre en considération les événements lors d'un traitement ultérieur puis on définit un ensemble de variables qui constituent des paramètres de prévision d'issues négatives sur le plan de la santé. Par la suite, on traite les informations à niveaux qui se rapportent aux événements en utilisant la fenêtre temporelle et l'ensemble de variables pour générer un fichier d'analyse. On applique à ce fichier d'analyse un précédé statistique tel que l'analyse de régression logistique afin de générer un modèle de prévisions, ledit modèle se présentant comme une fonction d'un sous-ensemble faisant partie d'un ensemble de variables. Enfin, on applique le modèle de prévision à la même base de données de déclarations ou à une autre base de données pour identifier et faire sortir les patients avec un diagnostic de diabète qui présentent des risques et qui sont susceptibles d'avoir des issues négatives sur le plan de la santé.
PCT/US1999/016345 1998-07-20 1999-07-20 Procede et systeme pour identifier des patients a risques avec diagnostic de diabete WO2000004512A2 (fr)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU52185/99A AU5218599A (en) 1998-07-20 1999-07-20 Method and system for identifying at risk patients diagnosed with diabetes

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US9341998P 1998-07-20 1998-07-20
US60/093,419 1998-07-20

Publications (2)

Publication Number Publication Date
WO2000004512A2 WO2000004512A2 (fr) 2000-01-27
WO2000004512A3 true WO2000004512A3 (fr) 2000-05-18

Family

ID=22238830

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US1999/016345 WO2000004512A2 (fr) 1998-07-20 1999-07-20 Procede et systeme pour identifier des patients a risques avec diagnostic de diabete

Country Status (2)

Country Link
AU (1) AU5218599A (fr)
WO (1) WO2000004512A2 (fr)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7739124B1 (en) 2000-06-02 2010-06-15 Walker Digital, Llc System, method and apparatus for encouraging the undertaking of a preventative treatment
US20080154513A1 (en) * 2006-12-21 2008-06-26 University Of Virginia Patent Foundation Systems, Methods and Computer Program Codes for Recognition of Patterns of Hyperglycemia and Hypoglycemia, Increased Glucose Variability, and Ineffective Self-Monitoring in Diabetes
US20080234943A1 (en) * 2007-03-20 2008-09-25 Pinaki Ray Computer program for diabetes management
US8758245B2 (en) * 2007-03-20 2014-06-24 Lifescan, Inc. Systems and methods for pattern recognition in diabetes management
US9504412B2 (en) 2012-09-17 2016-11-29 Lifescan, Inc. Method and system to derive glycemic patterns from clustering of glucose data
US9351670B2 (en) 2012-12-31 2016-05-31 Abbott Diabetes Care Inc. Glycemic risk determination based on variability of glucose levels
US10383580B2 (en) 2012-12-31 2019-08-20 Abbott Diabetes Care Inc. Analysis of glucose median, variability, and hypoglycemia risk for therapy guidance
US10010291B2 (en) 2013-03-15 2018-07-03 Abbott Diabetes Care Inc. System and method to manage diabetes based on glucose median, glucose variability, and hypoglycemic risk
WO2014201515A1 (fr) * 2013-06-18 2014-12-24 Deakin University Traitement de données médicales pour la prédiction de risques

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5835897A (en) * 1995-06-22 1998-11-10 Symmetry Health Data Systems Computer-implemented method for profiling medical claims
US5937387A (en) * 1997-04-04 1999-08-10 Real Age, Inc. System and method for developing and selecting a customized wellness plan
US5976082A (en) * 1996-06-17 1999-11-02 Smithkline Beecham Corporation Method for identifying at risk patients diagnosed with congestive heart failure

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5835897A (en) * 1995-06-22 1998-11-10 Symmetry Health Data Systems Computer-implemented method for profiling medical claims
US5835897C1 (en) * 1995-06-22 2002-02-19 Symmetry Health Data Systems Computer-implemented method for profiling medical claims
US5976082A (en) * 1996-06-17 1999-11-02 Smithkline Beecham Corporation Method for identifying at risk patients diagnosed with congestive heart failure
US5937387A (en) * 1997-04-04 1999-08-10 Real Age, Inc. System and method for developing and selecting a customized wellness plan

Also Published As

Publication number Publication date
AU5218599A (en) 2000-02-07
WO2000004512A2 (fr) 2000-01-27

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