Automated Histological Analysis System for Quantifying Microstructural Damage Accumulation to the Annulus Fibrosus
| dc.contributor.author | Ben Daya, Ibrahim | |
| dc.contributor.author | Noguchi, Mamiko | |
| dc.contributor.author | Callaghan, Jack P. | |
| dc.contributor.author | Wong, Alexander | |
| dc.date.accessioned | 2017-03-21T19:26:36Z | |
| dc.date.available | 2017-03-21T19:26:36Z | |
| dc.date.issued | 2016 | |
| dc.description | Ben Daya, I., Noguchi, M., Callaghan, J. P., & Wong, A. (2016). Automated Histological Analysis System for Quantifying Microstructural Damage Accumulation to the Annulus Fibrosus. Journal of Computational Vision and Imaging Systems, 2(1). Retrieved from http://openjournals.uwaterloo.ca/index.php/vsl/article/view/100 | en |
| dc.description.abstract | In this paper, we proposed an automated histological analysis system for quantifying microstructural damage accumulation to the annulus fibrosus. This system takes in a digital histology image and uses Gaussian mixture model based segmentation, followed by connected components analysis to extract and label possible clefts. The image is then refined through spatial and size constraints. Finally, the required statistics for quantifying microstructural damage are calculated. | en |
| dc.description.sponsorship | This research was funded by the Natural Sciences and Engineering Research Council of Canada, the Canada Research Chairs Program, and the Ontario Ministry of Research and Innovation. | en |
| dc.identifier.uri | http://openjournals.uwaterloo.ca/index.php/vsl/article/view/100 | |
| dc.identifier.uri | http://hdl.handle.net/10012/11555 | |
| dc.language.iso | en | en |
| dc.publisher | Kitchener-Waterloo Vision and Imaging Society | en |
| dc.title | Automated Histological Analysis System for Quantifying Microstructural Damage Accumulation to the Annulus Fibrosus | en |
| dc.type | Article | en |
| dcterms.bibliographicCitation | Ben Daya, I., Noguchi, M., Callaghan, J. P., & Wong, A. (2016). Automated Histological Analysis System for Quantifying Microstructural Damage Accumulation to the Annulus Fibrosus. Journal of Computational Vision and Imaging Systems, 2(1). Retrieved from http://openjournals.uwaterloo.ca/index.php/vsl/article/view/100 | en |
| uws.contributor.affiliation1 | Faculty of Applied Health Sciences | en |
| uws.contributor.affiliation2 | Department of Kinesiology | en |
| uws.peerReviewStatus | Reviewed | en |
| uws.scholarLevel | Faculty | en |
| uws.typeOfResource | Text | en |
| uws.typeOfResource | Text | en |