臨床整形外科57巻10号

2022年10月発行

特集 整形外科領域における人工知能の応用 各論

深層学習による頚椎単純X線像に基づく頚椎後縦靱帯骨化症の鑑別診断

著者： 三浦正敬¹ 牧聡¹ 古矢丈雄¹ 三浦紘世² 高橋宏² 國府田正雄² 大鳥精司¹ 山崎正志²

所属機関： ¹千葉大学大学院医学研究院整形外科学 ²筑波大学医学医療系整形外科

ページ範囲：P.1225 - P.1229

頚椎単純X線側面像を用いて，頚椎症，頚椎後縦靱帯骨化症，正常例を鑑別するための畳み込みニューラルネットワーク(CNN)の診断能力を，脊椎外科医の診断能力と比較した．CNNの性能は，脊椎外科医と同等かそれ以上であった．

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