Deep learning-based prediction model for postoperative complications of cervical posterior longitudinal ligament ossification.

Abstract

Authors

• Sadayuki Ito
  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.
• Toshitaka Yoshii
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Satoru Egawa
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Kenichiro Sakai
  Department of Orthopaedic Surgery, Saiseikai Kawaguchi General Hospital, 5-11-5 Nishikawaguchi, Kawaguchishi, Saitama, 332-8558, Japan.
• Kazuo Kusano
  Department of Orthopaedic Surgery, Kudanzaka Hospital, 1-6-12 Kudanminami, Chiyodaku, 102-0074, Japan.
• Shinji Tsutui
  Department of Orthopaedic Surgery, Wakayama Medical University, 811-1 KImiidera, Wakayama-city, Wakayama, 641-8510, Japan.
• Takashi Hirai
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Yu Matsukura
  Department of Orthopedics, Tokyo Medical and Dental University, Tokyo, JPN.
• Kanichiro Wada
  Department of Orthopaedic Surgery, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki, Aomori, 036-8562, Japan.
• Keiichi Katsumi
  Department of Orthopaedic Surgery, Niigata University Medicine and Dental General Hospital, 1-754 Asahimachidori, Chuo Ward, Niigata, Niigata, 951-8520, Japan.
• Masao Koda
  Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
• Atsushi Kimura
  Department of Orthopedic Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
• Takeo Furuya
  Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba, Japan.
• 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.
• Narihito Nagoshi
  Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan.
• Norihiro Nishida
  Department of Orthopaedic Surgery, Yamaguchi University School of Medicine, 111 Minami Kogushi, Ube, Yamaguchi, 755-8505, Japan.
• Yukitaka Nagamoto
  Department of Orthopaedic Surgery, Osaka Rosai Hospital, 1179-3 Nagasonecho, Sakaishi, Osaka, 591-8025, Japan.
• Yasushi Oshima
  Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan.
• Kei Ando
  Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.
• Masahiko Takahata
  Department of Orthopaedic surgery, Hokkaido University Hospital, Sapporo, Japan.
• Kanji Mori
  Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
• Hideaki Nakajima
  Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Yoshida, Japan.
• Kazuma Murata
  Department of Orthopedic Surgery, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan. kaz.mur26@gmail.com.
• Masayuki Miyagi
  Department of Orthopaedic Surgery, Kitasato University School of Medicine, Sagamihara, Japan.
• Takashi Kaito
  Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, Suita, Japan.
• Kei Yamada
  Department of Radiology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kajii-cho, Kawaramachi Hirokoji Agaru, Kamigyo-ku, Kyoto, Kyoto, 602-8566, Japan.
• Tomohiro Banno
  Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, 1-20-1 Handayama, Hamamatsu, Shizuoka, 431-3125, Japan.
• Satoshi Kato
  Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa, Japan.
• Tetsuro Ohba
  Department of Orthopaedic Surgery, University of Yamanashi, Yamanashi, Japan.
• Satoshi Inami
  Department of Orthopaedic Surgery, Dokkyo Medical University School of Medicine, 880 Kitakobayashi, Mibu-machi, Shimotsuga-gun, Tochigi, 321-0293, Japan.
• Shunsuke Fujibayashi
  Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.
• Hiroyuki Katoh
  Department of Orthopaedic Surgery, Surgical Science, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan.
• Haruo Kanno
  Department of Orthopaedic Surgery, Tohoku University School of Medicine, 1-1 Seiryomachi, Aoba Ward, Sendai, Miyagi, 980-8574, Japan.
• Masahiro Oda
  Graduate School of Informatics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan.
• Kensaku Mori
  Graduate School of Informatics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan.
• Hiroshi Taneichi
  Department of Orthopaedic Surgery, Dokkyo Medical University School of Medicine, 880 Kitakobayashi, Mibu-machi, Shimotsuga-gun, Tochigi, 321-0293, Japan.
• Yoshiharu Kawaguchi
  Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, Toyama, 930-0194, Japan.
• Katsushi Takeshita
  Department of Orthopaedic, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan.
• Morio Matsumoto
  Department of Orthopedic Surgery, Keio University School of Medicine, 35 Shinano-machi, Shinjuku-ku, Tokyo, 160-8582, Japan.
• Masashi Yamazaki
  Department of Orthopaedic Surgery, University of Tsukuba (Tsukuba Pediatric Orthopaedic Group), Tsukuba, Japan.
• Atsushi Okawa
  Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Graduate School, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.
• Shiro Imagama
  Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.

Keywords

External Resources