Unsupervised comprehensive CT imaging clusters reveal distinct morphological phenotypes in asthma: insights from two prospective cohorts

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2026年4月27日

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Yusuke Hayashi,
Naoya Tanabe,
Atsuyasu Sato,
Tsunahiko Hirano,
Hiroshi Iwamoto,
Tomoki Maetani,
Yusuke Shiraishi,
Ryo Sakamoto,
Hironobu Sunadome,
Ayumi Fukatsu-Chikumoto,
Toshihito Otani,
Naoko Higaki,
Yoshihiro Amano,
Tamio Okimoto,
Mayuka Yamane,
Akihito Yokoyama,
Hiroshi Date,
Susumu Sato,
Noboru Hattori,
Kazuto Matsunaga,
Toyohiro Hirai

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