Multimodal Deep Learning-based Radiomics Approach for Predicting Surgical Outcomes in Patients with Cervical Ossification of the Posterior Longitudinal Ligament.

Abstract

Authors

• Satoshi Maki
  Department of Orthopedic Surgery, Graduate School of Medicine, Chiba University, Japan; Center for Frontier Medical Engineering, Chiba University, Japan. Electronic address: satoshimaki@gmail.com.
• Takeo Furuya
  Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba, Japan.
• Keiichi Katsumi
  Department of Orthopaedic Surgery, Niigata University Medicine and Dental General Hospital, 1-754 Asahimachidori, Chuo Ward, Niigata, Niigata, 951-8520, Japan.
• Hideaki Nakajima
  Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Yoshida, Japan.
• Kazuya Honjoh
  Japanese Multicenter Research Organization for Ossification of the Spinal Ligament, Japan.
• Shuji Watanabe
  Japanese Multicenter Research Organization for Ossification of the Spinal Ligament, Japan.
• Takashi Kaito
  Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, Suita, Japan.
• Shota Takenaka
  Department of Orthopedic Surgery, Japan Community Health Care Organization Osaka Hospital, Osaka, Japan.
• Yuya Kanie
  Department of Orthopedic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.
• Motoki Iwasaki
  Japanese Multicenter Research Organization for Ossification of the Spinal Ligament, Japan.
• Masayuki Furuya
  Department of Orthopedic Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan.
• Gen Inoue
  Department of Orthopaedic Surgery, Kitasato University School of Medicine, Sagamihara, Japan.
• Masayuki Miyagi
  Department of Orthopaedic Surgery, Kitasato University School of Medicine, Sagamihara, Japan.
• Shinsuke Ikeda
  Japanese Multicenter Research Organization for Ossification of the Spinal Ligament, Japan.
• Shiro Imagama
  Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.
• Hiroaki Nakashima
  Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.
• Sadayuki Ito
  Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.
• Hiroshi Takahashi
  Department of Respiratory Medicine, Saka General Hospital, Sendai, Japan.
• Yoshiharu Kawaguchi
  Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, Toyama, 930-0194, Japan.
• Hayato Futakawa
  Japanese Multicenter Research Organization for Ossification of the Spinal Ligament, Japan.
• Kazuma Murata
  Department of Orthopedic Surgery, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan. kaz.mur26@gmail.com.
• Toshitaka Yoshii
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Takashi Hirai
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Masao Koda
  Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
• Seiji Ohtori
  Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba, Japan.
• Masashi Yamazaki
  Department of Orthopaedic Surgery, University of Tsukuba (Tsukuba Pediatric Orthopaedic Group), Tsukuba, Japan.

Keywords

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