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Development and external validation of a deep learning-based computed tomography classification system for COVID-19
3
Zitationen
38
Autoren
2022
Jahr
Abstract
Our machine learning model exhibited a high sensitivity in external validation datasets and may assist physicians to rule out COVID-19 diagnosis in a timely manner at emergency departments. Further studies are warranted to improve model specificity.
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Autoren
- Yuki Kataoka
- Tomohisa Baba
- Tatsuyoshi Ikenoue
- Yoshinori Matsuoka
- Junichi Matsumoto
- Junji Kumasawa
- Kentaro Tochitani
- Hiraku Funakoshi
- Tomohiro Hosoda
- Aiko Kugimiya
- Michinori Shirano
- Fumiko Hamabe
- Sachiyo Iwata
- Yoshiro Kitamura
- Tsubasa Goto
- Shingo Hamaguchi
- Takafumi Haraguchi
- Shungo Yamamoto
- Hiromitsu Sumikawa
- Kohji Nishida
- Haruka Nishida
- Koichi Ariyoshi
- Hiroaki Sugiura
- Hidenori Nakagawa
- Tomohiro Asaoka
- Naofumi Yoshida
- Rentaro Oda
- Takashi Koyama
- Yui Iwai
- Yoshihiro Miyashita
- Koya Okazaki
- Kiminobu Tanizawa
- Tomohiro Handa
- Shoji Kido
- Shingo Fukuma
- Noriyuki Tomiyama
- Toyohiro Hirai
- Takashi Ogura
Institutionen
- Scientific Research WorkS Peer Support Group
- Santen (Japan)(JP)
- Kyoto Min-iren Asukai Hospital
- Kyoto University(JP)
- Kanagawa Cardiovascular and Respiratory Center(JP)
- Shiga University(JP)
- Kobe City Medical Center General Hospital(JP)
- St. Marianna University School of Medicine(JP)
- Sakai Municipal Hospital(JP)
- Kyoto City Hospital(JP)
- Kawasaki Hospital(JP)
- Yamanashi Prefectural Central Hospital(JP)
- Osaka City General Hospital(JP)
- National Defense Medical College(JP)
- Fujifilm (Japan)(JP)
- Kobe University(JP)
- Bay Medical Center(US)
- Hyogo Prefectural Amagasaki General Medical Center(JP)
- Osaka University(JP)