Literature DB >> 16459064

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

Isabelle Bichindaritz1, Cindy Marling.   

Abstract

OBJECTIVES: This paper presents current work in case-based reasoning (CBR) in the health sciences, describes current trends and issues, and projects future directions for work in this field. METHODS AND MATERIAL: It represents the contributions of researchers at two workshops on case-based reasoning in the health sciences. These workshops were held at the Fifth International Conference on Case-Based Reasoning (ICCBR-03) and the Seventh European Conference on Case-Based Reasoning (ECCBR-04).
RESULTS: Current research in CBR in the health sciences is marked by its richness. Highlighted trends include work in bioinformatics, support to the elderly and people with disabilities, formalization of CBR in biomedicine, and feature and case mining.
CONCLUSION: CBR systems are being better designed to account for the complexity of biomedicine, to integrate into clinical settings and to communicate and interact with diverse systems and methods.

Entities:  

Mesh:

Year:  2006        PMID: 16459064     DOI: 10.1016/j.artmed.2005.10.008

Source DB:  PubMed          Journal:  Artif Intell Med        ISSN: 0933-3657            Impact factor:   5.326


  10 in total

1.  Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries.

Authors:  Parikshit Sondhi; Jimeng Sun; ChengXiang Zhai; Robert Sorrentino; Martin S Kohn
Journal:  J Am Med Inform Assoc       Date:  2012-03-21       Impact factor: 4.497

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

Authors:  Dong-Xiao Gu; Chang-Yong Liang; Xing-Guo Li; Shan-Lin Yang; Pei Zhang
Journal:  J Med Syst       Date:  2010-04       Impact factor: 4.460

3.  Multimodal medical case retrieval using the Dezert-Smarandache theory.

Authors:  Gwénolé Quellec; Mathieu Lamard; Guy Cazuguel; Christian Roux; Béatrice Cochener
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2008

4.  Knowledge-based expert systems and a proof-of-concept case study for multiple sequence alignment construction and analysis.

Authors:  Mohamed Radhouene Aniba; Sophie Siguenza; Anne Friedrich; Frédéric Plewniak; Olivier Poch; Aron Marchler-Bauer; Julie Dawn Thompson
Journal:  Brief Bioinform       Date:  2008-10-29       Impact factor: 11.622

5.  Use of case-based reasoning to enhance intensive management of patients on insulin pump therapy.

Authors:  Frank L Schwartz; Jay H Shubrook; Cynthia R Marling
Journal:  J Diabetes Sci Technol       Date:  2008-07

6.  Automating case definitions using literature-based reasoning.

Authors:  T Botsis; R Ball
Journal:  Appl Clin Inform       Date:  2013-10-30       Impact factor: 2.342

7.  Evaluating the automated blood glucose pattern detection and case-retrieval modules of the 4 Diabetes Support System.

Authors:  Frank L Schwartz; Stanley J Vernier; Jay H Shubrook; Cynthia R Marling
Journal:  J Diabetes Sci Technol       Date:  2010-11-01

8.  Designing and Implementation of Fuzzy Case-based Reasoning System on Android Platform Using Electronic Discharge Summary of Patients with Chronic Kidney Diseases.

Authors:  Shahram Tahmasebian; Mostafa Langarizadeh; Marjan Ghazisaeidi; Mitra Mahdavi-Mazdeh
Journal:  Acta Inform Med       Date:  2016-07-16

9.  Improving case-based reasoning systems by combining k-nearest neighbour algorithm with logistic regression in the prediction of patients' registration on the renal transplant waiting list.

Authors:  Boris Campillo-Gimenez; Wassim Jouini; Sahar Bayat; Marc Cuggia
Journal:  PLoS One       Date:  2013-09-09       Impact factor: 3.240

10.  Explanation-aware computing of the prognosis for breast cancer supported by IK-DCBRC: Technical innovation.

Authors:  Abdeldjalil Khelassi
Journal:  Electron Physician       Date:  2014-11-27
  10 in total

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