Abstracting Clinical Pathway Sequence with Genetic Algorithm

Yan Ping Wu; Shu Feng Du

doi:10.4028/www.scientific.net/AMM.672-674.1991

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 672-674Abstracting Clinical Pathway Sequence with Genetic...

Abstracting Clinical Pathway Sequence with Genetic Algorithm

Abstract:

In this paper, execution sequence of clinical pathway (CP) is abstracted with genetic algorithm (GA). For the purpose, implemental sequence from historical clinical event logs for necessary clinical activities in published CP is used as the gene values of each chromosome. Through probability computation in fitness function, the optimal sequence of CP for a certain hospital is abstracted which reflecting the actual execution of CP. The application in Primary lung cancer surgery has demonstrated the feasibility of the method.

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Periodical:

Applied Mechanics and Materials (Volumes 672-674)

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1991-1994

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.672-674.1991

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Online since:

October 2014

Authors:

Yan Ping Wu*, Shu Feng Du

Keywords:

Clinical Pathway, Genetic Algorithm (GA), Primary Lung Cancer, Sequence

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References

[1] R. Lenz, R. Blaser, M. Beyer, O. Heger, C. Biber, M. Bäumlein and M. Schnabel: IT Support for Clinical Pathway—Lessons Learned. International Journal of Medical Informatics. 76 (2007), pp.397-402.

DOI: 10.1016/j.ijmedinf.2007.04.012

Google Scholar

[2] B.M. Reilly: The Essence of EBM. BMJ. 329 (2004), pp.991-992.

Google Scholar

[3] S. Timmermans and A. Mauck: The Promises and Pitfalls of Evidence-based Medicine. Health Aff. 24 (2005), pp.18-28.

DOI: 10.1377/hlthaff.24.1.18

Google Scholar

[4] H. Campbell, R. Hotchkiss, N. Bradshaw and M. Porteous: Integrated Care Pathways. BMJ. 316 (1998), pp.133-137.

DOI: 10.1136/bmj.316.7125.133

Google Scholar

[5] R.N. Shiffman, G. Michel, A. Essaihi and E. Thornquist: Bridging the Guideline Implementation gap: A Systematic, Document-centered Approach to Guideline Implementation. J. Am. Med. Inform. Assoc. 11(2004), pp.418-426.

DOI: 10.1197/jamia.m1444

Google Scholar

[6] N. Douali, H. Csaba, J.D. Roo, E.I. Papageorgiou and M.C. Jaulent: Diagnosis Support System based on Clinical Guidelines: Comparison between Case-Based Fuzzy Cognitive Maps and Bayesian Networks. Computer Methods and Programs in Biomedicine. 113 (2014).

DOI: 10.1016/j.cmpb.2013.09.012

Google Scholar

[7] Z. Michalewicz: Genetic Algorithms + Data Structures=Evolution Programs. Springer, Berlin (1992).

Google Scholar

[8] S. Bandyopadhyay and U. Maulik: Genetic Clustering for Automatic Evolution of Clusters and Application to Image Classification. Pattern Recognition. 35 (2002), pp.1197-1208.

DOI: 10.1016/s0031-3203(01)00108-x

Google Scholar

[9] A. Jemal, R. Siegel, J. Xu and E. Ward: Cancer Statistics, 2010. CA Cancer J Clin. 60 (2010), pp.277-300.

DOI: 10.3322/caac.20073

Google Scholar

[10] H. Uramoto and F. Tanaka: Salvage Thoracic Surgery in Patients with Primary Lung Cancer. Lung Cancer. 84 (2014), pp.151-155.

DOI: 10.1016/j.lungcan.2014.02.004

Google Scholar

[11] X.Y. Zhi, J.X. He, H. Li and et al.: Clinical Pathway of Primary Lung Cancer Surgery (2013 Edition). China Journal of Lung Cancer. 16 (2013), pp.441-444.

Google Scholar