Ultrasound radiomics features for identifying the masseter muscle in patients with masticatory muscle tendon–aponeurosis hyperplasia: A pilot study

Q: What does this research mean for the field?

Quantitative radiomics features derived from ultrasound images, combined with machine learning models, can accurately differentiate masticatory muscle tendon-aponeurosis hyperplasia from normal masseter muscles. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Chiaki Kuwada; Tsutomu Kuwada; Masako Nishiyama; Yukiko Takashi; Michihito Nozawa; Tetsushi Oguma; Shigemitsu Sakuma; Arihiro Nakamura; Atsushi Abe; Eiichiro Ariji

doi:10.5624/isd.20260008

January 1, 2026Imaging Science in DentistryOpen Access

Ultrasound radiomics features for identifying the masseter muscle in patients with masticatory muscle tendon–aponeurosis hyperplasia: A pilot study

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Implication

Pilot study investigates radiomics from ultrasound images to identify masticatory muscle hyperplasia, indicating potential diagnostic advancements.

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Kuwada et al. (2026) studied this question.

synapsesocial.com/papers/6a2901536f82f25be989da19 https://doi.org/10.5624/isd.20260008

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Ultrasound radiomics features for identifying the masseter muscle in patients with masticatory muscle tendon–aponeurosis hyperplasia: A pilot study

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Implication

Discussion

Cite This Study

Ultrasound radiomics features for identifying the masseter muscle in patients with masticatory muscle tendon–aponeurosis hyperplasia: A pilot study

No abstract yet

Implication

Discussion

Cite This Study

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