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J Dent Res Dent Clin Dent Prospects. 2021;15(2): 140-146. doi: 10.34172/joddd.2021.024
PMID: 34386187        PMCID: PMC8346712

Original Article

Fractal dimension and lacunarity analysis of mandibular bone on digital panoramic radiographs of tobacco users

Suman Basavarajappa 1 * ORCID, Vijayalakshmi Konddajji Ramachandra 1, Shrawan Kumar 1

Cited by CrossRef: 10

1- Tiwari A, Dangore-khasbage S. Jaw Bone Density in Chronic Areca Nut Chewers and Nonchewers Using Digital Panoramic Radiography Indices as a Screening Tool for Osteoporosis: Protocol for a Comparative Evaluation. JMIR Res Protoc. 2025;14:e72041 [Crossref]
2- PEREIRA L, DE SOUZA A, SPAGNOLO J, YAMADA A, SALGADO D, DE ZOPPA A. Radiographic texture of the trabecular bone of the proximal phalanx in horses with metacarpophalangeal osteoarthritis. JES. 2024;35(2):21 [Crossref]
3- Çelik B, Tuğutlu E, Arslan Z. Comparative evaluation of bone mineral density in premature birth and low birth weight children by fractal analysis on panoramic radiographs. BMC Oral Health. 2025;25(1) [Crossref]
4- Pantić I, Paunović-Pantić J, Radojević-Škodrić S. Application of fractal and textural analysis in medical physiology, pathophysiology and pathology. Medicinska istraživanja. 2022;55(3):43 [Crossref]
5- Valdez-Miranda J, Robles-López M, Robles-de-la-Torre R, Alamilla-Beltrán L, Hernández-Sánchez H, Gutiérrez-López G. Effect of high-voltage electrostatic field treatments on bananas (Musa paradisiaca var. sapientum) on their postharvest quality, enzymatic activity and morphological changes. Food and Bioproducts Processing. 2024;146:135 [Crossref]
6- Aktuna Belgin C, Serindere G, Hammudioglu Z. Evaluation of bone change in smokers and ex-smokers using fractal analysis and lacunarity analysis. Journal of Oral and Maxillofacial Surgery, Medicine, and Pathology. 2024;36(4):444 [Crossref]
7- Artaş A, Aslan Öztürk E. Fractal Dimension Analysis of Cervical Vertebra on Cone-Beam Computed Tomography Scans of Smoker Males. 2024;15(1):29 [Crossref]
8- Barcelos N, Brasileiro C, Abreu L, Mendonça E, Sousa-Neto S, Sousa S, Mesquita R, Caldeira P. Fractal analysis and assessment of lacunarity in mandibular osteoradionecrosis: a cross-sectional study with control group. Braz oral res. 2024;38 [Crossref]
9- Ersan N, Özel B. Evaluation of mandibular cortical and trabecular radiomorphometry in familial Mediterranean fever patients. Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology. 2023;136(5):640 [Crossref]
10- Pantic I, Topalovic N, Corridon P, Paunovic J. Oxidopamine-Induced Nuclear Alterations Quantified Using Advanced Fractal Analysis: Random Forest Machine Learning Approach. Fractal Fract. 2023;7(10):771 [Crossref]
11- Santolia D, Dahiya S, Sharma S, Khan M, Mohammed N, Priya H, Gupta S, Bhargava S, Gupta D. Fractal Dimension and Radiomorphometric analysis of Orthopanoramic radiographs in patients with tobacco and areca nut associated oral mucosal lesions: A pilot in-vivo study in a North Indian cohort. Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology. 2022;134(5):627 [Crossref]
12- D K, S B, Amruta B, Lata K. Fractal Dimension and Lacunarity Detection of Mandibular Bone on Digital Panoramic Radiographs: A Potential Diagnostic Indicator for Osteoporosis in Smokeless Tobacco Chewers. International Journal of Innovative Science and Research Technology (IJISRT). 2025;:401 [Crossref]
13- Afzoon S, Ghorbani F, Hasani M. Evaluation of the mandibular condyles trabecular structure in patients with severe class III pattern: a computed tomography (CT) fractal analysis study. Sci Rep. 2023;13(1) [Crossref]

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