Publication Name	World Journal of Radiology
Manuscript ID	123757
DOI	10.4329/wjr.123757
Country	India

Category	Radiology, Nuclear Medicine & Medical Imaging
Manuscript Type	Retrospective Cohort Study
Article Title	Cone-beam computed tomography-based radiomic analysis of architectural phenotypes in jaw cysts and tumors using interpretable artificial intelligence models
Manuscript Source	Invited Manuscript
All Author List	Sivan Sathish, Haritma Nigam and Rupal Gupta
Funding Agency and Grant Number
Corresponding Author	Sivan Sathish, Doctorate Student, Department of Oral Medicine and Radiology, Teerthanker Mahaveer Dental College and Research Centre, Teerthanker Mahaveer University, Delhi Road, Moradabad 244001, Uttar Pradesh, India. drsivan.dental@tmu.ac.in
Key Words	Artificial intelligence; Cone-beam computed tomography; Jaw cysts; Jaw Tumors; Radiomics
Core Tip	Radiomic analysis of cone-beam computed tomographic images allows objective evaluation of architecture in jaw cysts and tumors through analysis of heterogeneity, spatial distribution, and texture of voxels. In contrast to traditional qualitative radiological interpretation, this phenotypic approach uses radiomics to classify jaw lesions into three groups: Homogenous with fluid predominance, intermediate with septations, and complex or heterogenous. Radiomic signatures based on texture have proved highly effective and biologically relevant, making them promising tools for imaging biomarkers and decision support in oral and maxillofacial radiology.
Citation	Sathish S, Nigam H, Gupta R. Cone-beam computed tomography-based radiomic analysis of architectural phenotypes in jaw cysts and tumors using interpretable artificial intelligence models. World J Radiol 2026; In press DOI: https://doi.org/10.4329/wjr.123757
PDF	123757-in-press.pdf

Received	2026-05-28 06:24
Peer-Review Started	2026-05-28 06:24
First Decision by Editorial Office Director	2026-06-12 14:22
Return for Revision	2026-06-12 14:22
Revised	2026-06-26 02:37
Publication Fee Transferred
Second Decision by Editor	2026-07-16 02:41
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director	2026-07-16 08:19
Articles in Press	2026-07-16 08:19
Edit the Manuscript by Language Editor
Typeset the Manuscript

ISSN	1949-8470 (online)
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Copyright	©Author(s) (or their employer(s)) 2026. No commercial re-use. See Permissions. Published by Baishideng Publishing Group Inc.
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