Szczegóły publikacji
Opis bibliograficzny
Differential diagnosis of cysts and granulomas supported by texture analysis of intraoral radiographs / Elżbieta POCIASK, Karolina Nurzynska, Rafał Obuchowicz, Paulina Bałon, Daniel Uryga, Michał Strzelecki, Andrzej IZWORSKI, Adam PIÓRKOWSKI // Sensors [Dokument elektroniczny]. — Czasopismo elektroniczne ; ISSN 1424-8220. — 2021 — vol. 21 iss. 22 art. no. 7481, s. 1-13. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 12-13, Abstr. — Publikacja dostępna online od: 2021-11-10
Autorzy (8)
- AGHPociask Elżbieta
- Nurzyńska Karolina
- Obuchowicz Rafał
- AGHBałon Paulina
- Uryga Daniel
- Strzelecki Michał
- AGHIzworski Andrzej
- AGHPiórkowski Adam
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 137588 |
|---|---|
| Data dodania do BaDAP | 2021-11-18 |
| Tekst źródłowy | URL |
| DOI | 10.3390/s21227481 |
| Rok publikacji | 2021 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Creative Commons | |
| Czasopismo/seria | Sensors |
Abstract
The aim of this study was to evaluate whether textural analysis could differentiate between the two common types of lytic lesions imaged with use of radiography. Sixty-two patients were enrolled in the study with intraoral radiograph images and a histological reference study. Full textural analysis was performed using MaZda software. For over 10,000 features, logistic regression models were applied. Fragments containing lesion edges were characterized by significant correlation of structural information. Although the input images were stored using lossy compression and their scale was not preserved, the obtained results confirmed the possibility of distinguishing between cysts and granulomas with use of textural analysis of intraoral radiographs. It was shown that the important information distinguishing the aforementioned types of lesions is located at the edges and not within the lesion.
