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Medications for specific phenotypes of heart failure with preserved ejection fraction classified by a machine learning-based clustering model

by Sotomi, Yohei, Hikoso, Shungo, Nakatani, Daisaku, Okada, Katsuki, Dohi, Tomoharu, Sunaga, Akihiro, Kida, Hirota, Sato, Taiki, Matsuoka, Yuki, Kitamura, Tetsuhisa, Komukai, Sho, Seo, Masahiro, Yano, Masamichi, Hayashi, Takaharu, Nakagawa, Akito, Nakagawa, Yusuke, Tamaki, Shunsuke, Ohtani, Tomohito, Yasumura, Yoshio, Yamada, Takahisa, Sakata, Yasushi, Seo, Masahiro, Watanabe, Tetsuya, Yamada, Takahisa, Hayashi, Takaharu, Higuchi, Yoshiharu, Masuda, Masaharu, Asai, Mitsutoshi, Mano, Toshiaki, Fuji, Hisakazu, Tamaki, Shunsuke, Masuda, Daisaku, Shutta, Ryu, Yamashita, Shizuya, Sairyo, Masami, Nakagawa, Yusuke, Abe, Haruhiko, Ueda, Yasunori, Matsumura, Yasushi, Nagai, Kunihiko, Yano, Masamichi, Nishino, Masami, Tanouchi, Jun, Arita, Yoh, Ogasawara, Nobuyuki, Ishizu, Takamaru, Ichikawa, Minoru, Takano, Yuzuru, Rin, Eisai, Shinoda, Yukinori, Tachibana, Koichi, Hoshida, Shiro, Izumi, Masahiro, Yamamoto, Hiroyoshi, Kato, Hiroyasu, Nakatani, Kazuhiro, Yasuga, Yuji, Nishio, Mayu, Hirooka, Keiji, Yoshimura, Takahiro, Kashiwase, Kazunori, Hasegawa, Shinji, Tani, Akihiro, Okumoto, Yasushi, Makino, Yasunaka, Onishi, Toshinari, Iwakura, Katsuomi, Kijima, Yoshiyuki, Kitao, Takashi, Fujita, Masashi, Harada, Koichiro, Kumada, Masahiro, Nakagawa, Osamu, Araki, Ryo, Yamada, Takayuki, Nakagawa, Akito, Yasumura, Yoshio, Matsuoka, Yuki, Sato, Taiki, Sunaga, Akihiro, Oeun, Bolrathanak, Kida, Hirota, Sotomi, Yohei, Dohi, Tomoharu, Akazawa, Yasuhiro, Nakamoto, Kei, Okada, Katsuki, Sera, Fusako, Kioka, Hidetaka, Ohtani, Tomohito, Takeda, Toshihiro, Nakatani, Daisaku, Hikoso, Shungo, Sakata, Yasushi
Published in Heart (British Cardiac Society) (01.08.2023)

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Pathophysiological insights into machine learning-based subphenotypes of acute heart failure with preserved ejection fraction

by Sotomi, Yohei, Tamaki, Shunsuke, Hikoso, Shungo, Nakatani, Daisaku, Okada, Katsuki, Dohi, Tomoharu, Sunaga, Akihiro, Kida, Hirota, Sato, Taiki, Matsuoka, Yuki, Sakamoto, Daisuke, Kitamura, Tetsuhisa, Komukai, Sho, Seo, Masahiro, Yano, Masamichi, Hayashi, Takaharu, Nakagawa, Akito, Nakagawa, Yusuke, Ohtani, Tomohito, Yasumura, Yoshio, Yamada, Takahisa, Sakata, Yasushi, Watanabe, Tetsuya, Higuchi, Yoshiharu, Masuda, Masaharu, Asai, Mitsutoshi, Mano, Toshiaki, Fuji, Hisakazu, Masuda, Daisaku, Shutta, Ryu, Yamashita, Shizuya, Sairyo, Masami, Abe, Haruhiko, Ueda, Yasunori, Matsumura, Yasushi, Nagai, Kunihiko, Nishino, Masami, Tanouchi, Jun, Arita, Yoh, Ogasawara, Nobuyuki, Ishizu, Takamaru, Ichikawa, Minoru, Takano, Yuzuru, Rin, Eisai, Shinoda, Yukinori, Tachibana, Koichi, Hoshida, Shiro, Izumi, Masahiro, Yamamoto, Hiroyoshi, Kato, Hiroyasu, Nakatani, Kazuhiro, Yasuga, Yuji, Nishio, Mayu, Hirooka, Keiji, Yoshimura, Takahiro, Kashiwase, Kazunori, Hasegawa, Shinji, Tani, Akihiro, Okumoto, Yasushi, Makino, Yasunaka, Onishi, Toshinari, Iwakura, Katsuomi, Kijima, Yoshiyuki, Kitao, Takashi, Fujita, Masashi, Harada, Koichiro, Kumada, Masahiro, Nakagawa, Osamu, Araki, Ryo, Yamada, Takayuki, Oeun, Bolrathanak, Akazawa, Yasuhiro, Nakamoto, Kei, Sera, Fusako, Kioka, Hidetaka, Takeda, Toshihiro, Mizuno, Hiroya
Published in Heart (British Cardiac Society) (01.03.2024)

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