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Related Experiment Video

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[Automatic micro-CT pulp cavity image segmentation based on few-shot transfer learning].

X L Guo1, W H Tang1, Q K Zhu1

  • 1State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China.

Zhonghua Kou Qiang Yi Xue Za Zhi = Zhonghua Kouqiang Yixue Zazhi = Chinese Journal of Stomatology
|June 1, 2026
PubMed
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This study introduces PulpSAM, a novel few-shot learning model for accurate micro-CT pulp cavity segmentation using limited data. PulpSAM significantly outperforms existing methods, enabling efficient 3D anatomical research and digital root canal treatments.

Area of Science:

  • Dentistry
  • Medical Imaging
  • Artificial Intelligence

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