Institutional Repository
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/8D579C40-DF11-4177-B11D-0563D1BBF483 | - |
| Identifier | https://doi.org/10.26233/heallink.tuc.42859 | - |
| Language | en | - |
| Extent | 72 pages | en |
| Title | Analysis and quantification of spatiotemporal features of diagnostics importance in cervical neoplasia | en |
| Creator | Savva Androula | en |
| Creator | Σαββα Ανδρουλα | el |
| Contributor [Thesis Supervisor] | Balas Costas | en |
| Contributor [Thesis Supervisor] | Μπαλας Κωστας | el |
| Contributor [Committee Member] | Zervakis Michalis | en |
| Contributor [Committee Member] | Ζερβακης Μιχαλης | el |
| Contributor [Committee Member] | Lagoudakis Michael | en |
| Contributor [Committee Member] | Λαγουδακης Μιχαηλ | el |
| Publisher | Πολυτεχνείο Κρήτης | el |
| Publisher | Technical University of Crete | en |
| Academic Unit | Technical University of Crete::School of Electronic and Computer Engineering | en |
| Academic Unit | Πολυτεχνείο Κρήτης::Σχολή Ηλεκτρονικών Μηχανικών και Μηχανικών Υπολογιστών | el |
| Content Summary | Cervical cancer is the fourth most common malignant disease in women worldwide. It poses a major threat, especially in developing regions, due to the high cost of screening and treatment, as well as the lack of fast, accurate diagnostic methods. Acetowhitening (AW) is a phenomenon observed after the application of an acetic acid (AA) solution on the cervix. Acetic acid interacts with pre-cancerous cells of the epithelium, altering the tissue’s scattering characteristics and causing abnormal cells to appear opaque. As part of the diagnostic chain, both Pap test and colposcopy, suffer from low sensitivity, since visual assessment of AW is subjective, qualitative and depends heavily on the visual acuity and training of the examiner. Quantitative, objective assessment of AW characteristics was first presented in DySIS™, a novel instrumentation developed in the late 90’s. DySIS™ acquires a sequence of images over time, recording the development of the AW phenomenon. In this thesis, we present a novel algorithm that extracts features of diagnostics importance by exploiting only spatial information and is based on a physics model that encapsulates the basic biochemical procedures producing the AW. Using a single snapshot of the cervix, 144 seconds after the application of the AA solution and without prior knowledge, we identify the area and grade of the lesions utilizing bio optical properties of the tissue. The introduced method is fast, cheap and achieves high sensitivity (80%) and specificity (79%), simplifying the current diagnostic chain and showing promising results in aiding screening especially for low resource see and treat facilities. | en |
| Type of Item | Διπλωματική Εργασία | el |
| Type of Item | Diploma Work | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-15 | - |
| Date of Publication | 2015 | - |
| Subject | Cervical cancer | en |
| Subject | cervix uteri cancer | en |
| Subject | cervical cancer | en |
| Bibliographic Citation | Androula Savva, "Analysis and quantification of spatiotemporal features of diagnostics importance in cervical neoplasia", Diploma Work, School of Electronic and Computer Engineering, Technical University of Crete, Chania, Greece, 2015 | en |
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