Over- and Under-sampling Approach for Extremely Imbalanced and Small Minority Data Problem in Health Record Analysis

por Fujiwara, Koichi, Huang, Yukun, Hori, Kentaro, Nishioji, Kenichi, Kobayashi, Masao, Kamaguchi, Mai, Kano, Manabu
Publicado no Front Public Health (2020)

The Impact of PNPLA3 rs738409 Genetic Polymorphism and Weight Gain ≥10 kg after Age 20 on Non-Alcoholic Fatty Liver Disease in Non-Obese Japanese Individuals

por Nishioji, Kenichi, Mochizuki, Naomi, Kobayashi, Masao, Kamaguchi, Mai, Sumida, Yoshio, Nishimura, Takeshi, Yamaguchi, Kanji, Kadotani, Hiroshi, Itoh, Yoshito
Publicado no PLoS One (2015)

Significance of fecal hemoglobin concentration for predicting risk of colorectal cancer after colonoscopy

por Kawamura, Takuji, Inoue, Takato, Shinomiya, Ryo, Sakai, Hiroaki, Amamiya, Kana, Sakiyama, Naokuni, Shirakawa, Atsushi, Okada, Yusuke, Sanada, Kasumi, Nakase, Kojiro, Mandai, Koichiro, Suzuki, Azumi, Kamaguchi, Mai, Morita, Atsushi, Nishioji, Kenichi, Tanaka, Kiyohito, Uno, Koji, Yokota, Isao, Kobayashi, Masao, Yasuda, Kenjiro
Publicado no JGH Open (2020)

Comparison of peg-interferon, ribavirin plus telaprevir vs simeprevir by propensity score matching

por Fujii, Hideki, Nishimura, Takeshi, Umemura, Atsushi, Nishikawa, Taichiro, Yamaguchi, Kanji, Moriguchi, Michihisa, Sumida, Yoshio, Mitsuyoshi, Hironori, Yokomizo, Chihiro, Tanaka, Saiyu, Ishikawa, Hiroki, Nishioji, Kenichi, Kimura, Hiroyuki, Takami, Shiro, Nagao, Yasuyuki, Takeuchi, Takayuki, Shima, Toshihide, Sawa, Yoshihiko, Minami, Masahito, Yasui, Kohichiroh, Itoh, Yoshito
Publicado no World J Hepatol (2015)