Literature DB >> 23089960

Knowledge acquisition for medical diagnosis using collective intelligence.

G Hernández-Chan1, A Rodríguez-González, G Alor-Hernández, J M Gómez-Berbís, M A Mayer-Pujadas, R Posada-Gómez.   

Abstract

The wisdom of the crowds (WOC) is the process of taking into account the collective opinion of a group of individuals rather than a single expert to answer a question. Based on this assumption, the use of processes based on WOC techniques to collect new biomedical knowledge represents a challenging and cutting-edge trend on biomedical knowledge acquisition. The work presented in this paper shows a new schema to collect diagnosis information in Diagnosis Decision Support Systems (DDSS) based on collective intelligence and consensus methods.

Mesh:

Year:  2012        PMID: 23089960     DOI: 10.1007/s10916-012-9886-3

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


  10 in total

1.  Scripts and medical diagnostic knowledge: theory and applications for clinical reasoning instruction and research.

Authors:  B Charlin; J Tardif; H P Boshuizen
Journal:  Acad Med       Date:  2000-02       Impact factor: 6.893

2.  WebOnCOLL: medical collaboration in regional healthcare networks.

Authors:  C E Chronaki; D G Katehakis; X C Zabulis; M Tsiknakis; S C Orphanoudakis
Journal:  IEEE Trans Inf Technol Biomed       Date:  1997-12

3.  iPixel: a visual content-based and semantic search engine for retrieving digitized mammograms by using collective intelligence.

Authors:  Giner Alor-Hernández; Yuliana Pérez-Gallardo; Rubén Posada-Gómez; Guillermo Cortes-Robles; Alejandro Rodríguez-González; Alberto A Aguilar-Laserre
Journal:  Inform Health Soc Care       Date:  2012-06-01       Impact factor: 2.439

4.  Do physicians know when their diagnoses are correct? Implications for decision support and error reduction.

Authors:  Charles P Friedman; Guido G Gatti; Timothy M Franz; Gwendolyn C Murphy; Fredric M Wolf; Paul S Heckerling; Paul L Fine; Thomas M Miller; Arthur S Elstein
Journal:  J Gen Intern Med       Date:  2005-04       Impact factor: 5.128

5.  Viewpoint: teaching professionalism: is medical morality a competency?

Authors:  Thomas S Huddle
Journal:  Acad Med       Date:  2005-10       Impact factor: 6.893

Review 6.  Consensus methods for medical and health services research.

Authors:  J Jones; D Hunter
Journal:  BMJ       Date:  1995-08-05

7.  Consensus methods: characteristics and guidelines for use.

Authors:  A Fink; J Kosecoff; M Chassin; R H Brook
Journal:  Am J Public Health       Date:  1984-09       Impact factor: 9.308

Review 8.  Evaluating informatics applications--clinical decision support systems literature review.

Authors:  B Kaplan
Journal:  Int J Med Inform       Date:  2001-11       Impact factor: 4.046

9.  The impact of social stressors and social networks on pediatric medical care use.

Authors:  S M Horwitz; H Morgenstern; L F Berkman
Journal:  Med Care       Date:  1985-08       Impact factor: 2.983

10.  An experimental environment for the production, exchange and discussion of fused radiology images, for the management of patients with residual brain tumour disease.

Authors:  G C Sakellaropoulos; G C Kagadis; C Karystianos; D Karnabatidis; C Constantoyannis; G C Nikiforidis
Journal:  Med Inform Internet Med       Date:  2003-06
  10 in total
  3 in total

1.  Nationwide online social networking for cardiovascular care in Korea using Facebook.

Authors:  Changsun Kim; Bo Seung Kang; Hyuk Joong Choi; Young Joo Lee; Gu Hyun Kang; Wook Jin Choi; In Ho Kwon
Journal:  J Am Med Inform Assoc       Date:  2013-05-23       Impact factor: 4.497

Review 2.  Crowdsourcing for bioinformatics.

Authors:  Benjamin M Good; Andrew I Su
Journal:  Bioinformatics       Date:  2013-06-19       Impact factor: 6.937

3.  Unity Is Intelligence: A Collective Intelligence Experiment on ECG Reading to Improve Diagnostic Performance in Cardiology.

Authors:  Luca Ronzio; Andrea Campagner; Federico Cabitza; Gian Franco Gensini
Journal:  J Intell       Date:  2021-04-01
  3 in total

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