Author

R. Jouhar

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Review Open access Sep 2026

Uncertainty-aware ordinal deep learning for automated periapical index assessment on dental radiographs

Automated radiographic assessment of periapical health may support scalable review, but the five-grade Periapical Index (PAI) is ordinal and should not be treated as nominal classification. We present PAI-SegScore as a single-cohort framework developed on DenPAR radiographs with an endodontic expert-verified refere...

Jamil Hussain, M. Ahmed, R. Jouhar et al. · Scientific Reports · 0 citations

Open access Aug 2026

Comparison of Flexural Strength and Flexural Modulus of Conventional and Graphene-Reinforced Polymethyl-Methacrylate under Thermocycled and Non-Thermocycled Conditions: An in-Vitro Study

Background and Objective: Polymethyl methacrylate (PMMA) is widely used as a denture base material, but its major disadvantage is its low flexural strength. Graphene has recently been proposed as a reinforcing nanofiller due to its superior mechanical properties, but evidence regarding its incorporation into PMMA and t...

Wajiha Zia, Naseer Ahmed, Huda Adil et al. · Pakistan Journal of Medical... · 0 citations