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

Tekijä Fujiwara, Koichi, Huang, Yukun, Hori, Kentaro, Nishioji, Kenichi, Kobayashi, Masao, Kamaguchi, Mai, Kano, Manabu
Julkaisussa 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

Tekijä Nishioji, Kenichi, Mochizuki, Naomi, Kobayashi, Masao, Kamaguchi, Mai, Sumida, Yoshio, Nishimura, Takeshi, Yamaguchi, Kanji, Kadotani, Hiroshi, Itoh, Yoshito
Julkaisussa PLoS One (2015)

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

Tekijä 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
Julkaisussa JGH Open (2020)

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

Tekijä 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
Julkaisussa World J Hepatol (2015)