Publications by authors named "Motoki Fukuda"

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The optimal diagnostic assistance system for predicting three-dimensional contact between mandibular third molars and the mandibular canal on panoramic radiographs.
Motoki Fukuda, Daisuke Nomoto, Michihito Nozawa, Yoshitaka Kise, Chiaki Kuwada

Oral Radiol· September 2025

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Area detection improves the person-based performance of a deep learning system for classifying the presence of carotid artery calcifications on panoramic radiographs.
Chiaki Kuwada, Yuta Mitsuya, Motoki Fukuda, Sujin Yang, Yoshitaka Kise

Oral Radiol· July 2025

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A radiomics model combining machine learning and neural networks for high-accuracy prediction of cervical lymph node metastasis on ultrasound of head and neck squamous cell carcinoma.
Motoki Fukuda, Sato Eida, Ikuo Katayama, Yukinori Takagi, Miho Sasaki

Oral Surg Oral Med Oral Pathol Oral Radiol· June 2025

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Preliminary approach to creation of a prediction model for diagnosis of Sjögren's syndrome using radiomics and machine learning techniques on computed tomography images of the parotid glands.
Yoshitaka Kise, Motoki Fukuda, Takuya Shibata, Takuma Funakoshi, Yoshiko Ariji

Imaging Sci Dent· June 2025

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Two-step deep learning models for detection and identification of the manufacturers and types of dental implants on panoramic radiographs.
Yoshiko Ariji, Kaoru Kusano, Motoki Fukuda, Yo Wakata, Michihito Nozawa

Odontology· April 2025

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Can temporomandibular joint osteoarthritis be diagnosed on MRI proton density-weighted images with diagnostic support from the latest deep learning classification models?
Michihito Nozawa, Motoki Fukuda, Shinya Kotaki, Marino Araragi, Hironori Akiyama

Dentomaxillofac Radiol· January 2025

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Evaluation of temporomandibular joint osteoarthritis using a new FRACTURE sequence of 3.0T MRI.
Michihito Nozawa, Motoki Fukuda, Shinya Kotaki, Daisuke Tomoda, Ayaka Morishita

Dentomaxillofac Radiol· January 2025

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Limitations of panoramic radiographs in predicting mandibular wisdom tooth extraction and the potential of deep learning models to overcome them.
Atsushi Danjo, Chiaki Kuwada, Reona Aijima, Asana Kamohara, Motoki Fukuda

Sci Rep· December 2024

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An attempt to generate panoramic radiographs including jaw cysts using StyleGAN3.
Motoki Fukuda, Shinya Kotaki, Michihito Nozawa, Kaname Tsuji, Masahiro Watanabe

Dentomaxillofac Radiol· November 2024

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A cycle generative adversarial network for generating synthetic contrast-enhanced computed tomographic images from non-contrast images in the internal jugular lymph node-bearing area.
Motoki Fukuda, Shinya Kotaki, Michihito Nozawa, Chiaki Kuwada, Yoshitaka Kise

Odontology· October 2024

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Improved soft-tissue visibility on cone-beam computed tomography with an image-generating artificial intelligence model using a cyclic generative adversarial network.
Motoki Fukuda, Michihito Nozawa, Hironori Akiyama, Eiichiro Ariji, Yoshiko Ariji

Oral Radiol· October 2024

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Deep learning classification performance for diagnosing condylar osteoarthritis in patients with dentofacial deformities using panoramic temporomandibular joint projection images.
Yukiko Iwase, Tomoya Sugiki, Yoshitaka Kise, Masako Nishiyama, Michihito Nozawa, Motoki Fukuda

Oral Radiol· October 2024

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Deep learning system for distinguishing between nasopalatine duct cysts and radicular cysts arising in the midline region of the anterior maxilla on panoramic radiographs.
Yoshitaka Kise, Chiaki Kuwada, Mizuho Mori, Motoki Fukuda, Yoshiko Ariji

Imaging Sci Dent· March 2024

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Differences in the panoramic appearance of cleft alveolus patients with or without a cleft palate.
Takeshi Fujii, Chiaki Kuwada, Yoshitaka Kise, Motoki Fukuda, Mizuho Mori

Imaging Sci Dent· March 2024

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Metastatic Lymph Node Detection on Ultrasound Images Using YOLOv7 in Patients with Head and Neck Squamous Cell Carcinoma.
Sato Eida, Motoki Fukuda, Ikuo Katayama, Yukinori Takagi, Miho Sasaki

Cancers (Basel)· January 2024

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Detection of unilateral and bilateral cleft alveolus on panoramic radiographs using a deep-learning system.
Chiaki Kuwada, Yoshiko Ariji, Yoshitaka Kise, Motoki Fukuda, Jun Ota

Dentomaxillofac Radiol· November 2023

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Transfer learning in diagnosis of maxillary sinusitis using panoramic radiography and conventional radiography.
Shinya Kotaki, Takahito Nishiguchi, Marino Araragi, Hironori Akiyama, Motoki Fukuda

Oral Radiol· July 2023

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Deep-learning systems for diagnosing cleft palate on panoramic radiographs in patients with cleft alveolus.
Chiaki Kuwada, Yoshiko Ariji, Yoshitaka Kise, Motoki Fukuda, Masako Nishiyama

Oral Radiol· April 2023

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Effect of deep transfer learning with a different kind of lesion on classification performance of pre-trained model: Verification with radiolucent lesions on panoramic radiographs.
Yoshitaka Kise, Yoshiko Ariji, Chiaki Kuwada, Motoki Fukuda, Eiichiro Ariji

Imaging Sci Dent· March 2023

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Automatic visualization of the mandibular canal in relation to an impacted mandibular third molar on panoramic radiographs using deep learning segmentation and transfer learning techniques.
Yoshiko Ariji, Mizuho Mori, Motoki Fukuda, Akitoshi Katsumata, Eiichiro Ariji

Oral Surg Oral Med Oral Pathol Oral Radiol· December 2022

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A preliminary deep learning study on automatic segmentation of contrast-enhanced bolus in videofluorography of swallowing.
Yoshiko Ariji, Masakazu Gotoh, Motoki Fukuda, Satoshi Watanabe, Toru Nagao

Sci Rep· November 2022

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Segmentation of metastatic cervical lymph nodes from CT images of oral cancers using deep-learning technology.
Yoshiko Ariji, Yoshitaka Kise, Motoki Fukuda, Chiaki Kuwada, Eiichiro Ariji

Dentomaxillofac Radiol· May 2022

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Performance of deep learning technology for evaluation of positioning quality in periapical radiography of the maxillary canine.
Mizuho Mori, Yoshiko Ariji, Motoki Fukuda, Tomoya Kitano, Takuma Funakoshi

Oral Radiol· January 2022

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Automatic segmentation of the temporomandibular joint disc on magnetic resonance images using a deep learning technique.
Michihito Nozawa, Hirokazu Ito, Yoshiko Ariji, Motoki Fukuda, Chinami Igarashi

Dentomaxillofac Radiol· January 2022

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Detection and classification of unilateral cleft alveolus with and without cleft palate on panoramic radiographs using a deep learning system.
Chiaki Kuwada, Yoshiko Ariji, Yoshitaka Kise, Takuma Funakoshi, Motoki Fukuda

Sci Rep· August 2021

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