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Research

Publications

Peer-reviewed work in deep learning, medical imaging, and applied AI.

01 entries

  1. 01 Journal Article IEEE Access June 2026

    An End-to-End Deep Learning Pipeline for Automated Mandible Virtual Surgical Planning Using Real-World Clinical Data

    Nattapon Kamboonsri , Teejuta Sriwaranon , Natdanai Tantisereepatana , Chedtha Puncreobutr , Boonrat Lohwongwatana , Gregory B. Olson , Alessandro Tel , Massimo Robiony , Titipat Achakulvisut , Peerapon Vateekul

    An end-to-end deep learning pipeline that automates mandible virtual surgical planning from real-world clinical data, combining volumetric segmentation and reconstruction to streamline the workflow for maxillofacial surgery.

    Deep LearningVolumetric SegmentationVolumetric ReconstructionAutomated PipelineVirtual Surgical Planning
    DOI 10.1109/ACCESS.2026.3702327