Preoperative Osteonecrosis Region Detection Using Contrastive Learning and SVM

Author:

MORITA Kento1,HASEGAWA Takumi2,TAKEDA Daisuke2,AKASHI Masaya2,WAKABAYASHI Tetsushi1

Affiliation:

1. Graduate School of Engineering, Mie University

2. Department of Oral and Maxillofacial Surgery, Graduate School of Medicine, Kobe University

Publisher

Japan Society for Fuzzy Theory and Intelligent Informatics

Reference32 articles.

1. [1] S. L. Ruggiero, T. B. Dodson, T. Aghaloo, E. R. Carlson, B. B. Ward, and D. Kademani: “American Association of Oral and Maxillofacial Surgeons’ Position Paper on medication-related osteonecrosis of the jaw – 2022 update,” J. of Oral and Maxillofacial Surgery, Vol.80, No.5, pp. 920-943, 2022.

2. [2] S.-W. On, S.-W. Cho, S.-H. Byun, and B.-E. Yang: “Various Therapeutic Methods for the Treatment of Medication-Related Osteonecrosis of the Jaw (MRONJ) and Their Limitations: A Narrative Review on New Molecular and Cellular Therapeutic Approaches,” Antioxidants & Redox Signaling, Vol.10, No.5, Article No.680, 2021.

3. [3] M. Arqueros-Lemus, D. Mariño-Recabarren, S. Niklander, R. Martínez-Flores, and V. Moraga: “Pentoxifylline and tocopherol for the treatment of osteoradionecrosis of the jaws. A systematic review,” Medicina Oral, Patologia Oral Y Cirugia Bucal, Vol.28, No.3, pp. e293-e300, 2023.

4. [4] S. Hayashida, S. Soutome, S. Yanamoto, S. Fujita, T. Hasegawa, T. Komori, Y. Kojima, H. Miyamoto, Y. Shibuya, N. Ueda, T. Kirita, H. Nakahara, M. Shinohara, and M. Umeda: “Evaluation of the treatment strategies for medication-related osteonecrosis of the jaws (MRONJ) and the factors affecting treatment outcome: A multicenter retrospective study with propensity score matching analysis,” J. of Bone and Mineral Research, Vol.32, No.10, pp. 2022-2029, 2017.

5. [5] K. Okuyama, S. Hayashida, S. Rokutanda, A. Kawakita, S. Soutome, S. Sawada, S. Yanamoto, Y. Kojima, and M. Umeda: “Surgical strategy for medication-related osteonecrosis of the jaw (MRONJ) on maxilla: A multicenter retrospective study,” J. of Dental Sciences, Vol.16, No.3, pp. 885-890, 2021.

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