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Neuro-fuzzy method for predicting the viability of stem cells treated at different time-concentration conditions
Article type: Research Article
Authors: Bindal, Priyadarshni (https://content.iospress.com:443/search?q=author%3A%28%22Bindal,
Priyadarshni%22%29) | Bindal, Umesh (https://content.iospress.com:443/search?q=author%3A%28%22Bindal,
Umesh%22%29) | Lin, Chai Wen (https://content.iospress.com:443/search?q=author%3A%28%22Lin, Chai Wen%22%29)
| Kasim, Noor Hayaty Abu (https://content.iospress.com:443/search?q=author%3A%28%22Kasim, Noor Hayaty Abu%22%29) | Ramasamy, Thamil Selvee A.P (https://content.iospress.com:443/search?
q=author%3A%28%22Ramasamy, Thamil Selvee A.P%22%29) | Dabbagh, Ali (https://content.iospress.com:443/search?
q=author%3A%28%22Dabbagh, Ali%22%29) | Salwana, Ely (https://content.iospress.com:443/search?
q=author%3A%28%22Salwana, Ely%22%29) | Shamshirband, Shahaboddin (https://content.iospress.com:443/search?
q=author%3A%28%22Shamshirband, Shahaboddin%22%29)
Af liations: [a] Department of Restorative Dentistry, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia | [b] Department of Molecular Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia | [c] Wellness Research Cluster, Institute of Research Management and Monitoring (IPPP), University of Malaya, Kuala Lumpur, Malaysia | [d] School of Medicine, Taylor’s University, Selangor, Malaysia | [e] Institute of Virtual Informatics, Universiti Kebangsan, Malaysia, Malaysia | [f] Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam | [g] Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam
Correspondence: [*] Corresponding author: Shahaboddin Shamshirband, Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam. E-mail:
[email protected]. (mailto:[email protected].)
Abstract: Dental stem cells isolated for human dental pulp are an excellent source for regenerative medicine and dentistry. Simulation of clinical scenario is one of the crucial challenges for evaluation of the ef cacy of DPSCs in various regenerative therapies. In this study we evaluated the viability of DPSCs after treatment with arti cial bacterial lipopolysaccharides (LPS) as the main component responsible for inducing in ammatory response in majority of the in ammatory conditions in clinical scenario. Although a number of studies have previously treated stem cells with LPS from bacteria, however the accuracy level of the outcome was not established. Here we have analyzed the outcome using adaptive neuro-fuzzy inferences system (ANFIS) to predict the viability of human DPSCs after treatment with bacterial LPS.
Keywords: Dental pulp stem cells, lipopolysaccharides, neuro-fuzzy, ANFIS, prediction DOI: 10.3233/THC-170922
Journal: Technology and Health Care (https://content.iospress.com:443/journals/technology-and-health-care), vol. 25, no. 6, pp. 1041-1051, 2017
Received 9 May 2017 | Accepted 7 June 2017 | Published: 4 December 2017 Price: EUR 27.50
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