Literature DB >> 20433059

Intelligent technique for knowledge reuse of dental medical records based on case-based reasoning.

Dong-Xiao Gu1, Chang-Yong Liang, Xing-Guo Li, Shan-Lin Yang, Pei Zhang.   

Abstract

With the rapid development of both information technology and the management of modern medical regulation, the generation of medical records tends to be increasingly intelligent. In this paper, Case-Based Reasoning is applied to the process of generating records of dental cases. Based on the analysis of the features of dental records, a case base is constructed. A mixed case retrieval method (FAIES) is proposed for the knowledge reuse of dental records by adopting Fuzzy Mathematics, which improves similarity algorithm based on Euclidian-Lagrangian Distance, and PULL & PUSH weight adjustment strategy. Finally, an intelligent system of dental cases generation (CBR-DENT) is constructed. The effectiveness of the system, the efficiency of the retrieval method, the extent of adaptation and the adaptation efficiency are tested using the constructed case base. It is demonstrated that FAIES is very effective in terms of reducing the time of writing medical records and improving the efficiency and quality. FAIES is also proven to be an effective aid for diagnoses and provides a new idea for the management of medical records and its applications.

Mesh:

Year:  2010        PMID: 20433059     DOI: 10.1007/s10916-008-9232-y

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  7 in total

1.  CLAIM (CLinical Accounting InforMation)--an XML-based data exchange standard for connecting electronic medical record systems to patient accounting systems.

Authors:  Jinqiu Guo; Akira Takada; Koji Tanaka; Junzo Sato; Muneou Suzuki; Kiwamu Takahashi; Hiroyuki Daimon; Toshiaki Suzuki; Yusei Nakashima; Kenji Araki; Hiroyuki Yoshihara
Journal:  J Med Syst       Date:  2005-08       Impact factor: 4.460

2.  Enhancement of MML medical data exchange standard for a localized Chinese version.

Authors:  Jinqiu Guo; Akira Takada; Tie Niu; Miao He; Koji Tanaka; Junzo Sato; Muneou Suzuki; Toshiaki Suzuki; Yusei Nakashima; Kenji Araki; Hiroyuki Yoshihara
Journal:  J Med Syst       Date:  2005-10       Impact factor: 4.460

3.  Enhancement of CLAIM (clinical accounting information) for a localized Chinese version.

Authors:  Jinqiu Guo; Akira Takada; Tie Niu; Miao He; Koji Tanaka; Junzo Sato; Muneou Suzuki; Kiwamu Takahashi; Hiroyuki Daimon; Toshiaki Suzuki; Yusei Nakashima; Kenji Araki; Hiroyuki Yoshihara
Journal:  J Med Syst       Date:  2005-10       Impact factor: 4.460

4.  Case-based reasoning for medical decision support tasks: the Inreca approach.

Authors:  K D Althoff; R Bergmann; S Wess; M Manago; E Auriol; O I Larichev; A Bolotov; Y I Zhuravlev; S I Gurov
Journal:  Artif Intell Med       Date:  1998-01       Impact factor: 5.326

5.  An automated medical record system for a skilled nursing facility.

Authors:  P G Weiler; L Thorpe; R Walters; D Chiriboga
Journal:  J Med Syst       Date:  1987-10       Impact factor: 4.460

6.  A study of the medical record interface to natural language processing.

Authors:  Tadamasa Takemura; Nobuyuki Ashida
Journal:  J Med Syst       Date:  2002-04       Impact factor: 4.460

Review 7.  Case-based reasoning in the health sciences: What's next?

Authors:  Isabelle Bichindaritz; Cindy Marling
Journal:  Artif Intell Med       Date:  2006-01-18       Impact factor: 5.326

  7 in total
  5 in total

1.  Electronic hand-drafting and picture management system.

Authors:  Tsung-Han Yang; Cheng-Yuan Ku; David C Yen; Wen-Huai Hsieh
Journal:  J Med Syst       Date:  2011-04-14       Impact factor: 4.460

2.  A rank weighted classification for plasma proteomic profiles based on case-based reasoning.

Authors:  Amy M Kwon
Journal:  BMC Med Inform Decis Mak       Date:  2018-05-31       Impact factor: 2.796

3.  An ontological case base engineering methodology for diabetes management.

Authors:  Shaker H El-Sappagh; Samir El-Masri; Mohammed Elmogy; A M Riad; Basema Saddik
Journal:  J Med Syst       Date:  2014-06-24       Impact factor: 4.460

4.  Discovering medical knowledge using association rule mining in young adults with acute myocardial infarction.

Authors:  Dong Gyu Lee; Kwang Sun Ryu; Mohamed Bashir; Jang-Whan Bae; Keun Ho Ryu
Journal:  J Med Syst       Date:  2013-01-15       Impact factor: 4.460

5.  Collaborative case-based reasoning for knowledge discovery of elders health assessment system.

Authors:  Ping Hu; Dong-Xiao Gu; Yu Zhu
Journal:  Open Biomed Eng J       Date:  2014-09-29
  5 in total

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