Ultrahigh-dimensional variable selection method for whole-genome gene-gene interaction analysis

por Ueki, Masao, Tamiya, Gen
Publicado 2012

Fast score test with global null estimation regardless of missing genotypes

por Sato, Shuntaro, Ueki, Masao
Publicado 2018

Smooth-threshold multivariate genetic prediction incorporating gene–environment interactions

por Ueki, Masao, Tamiya, Gen
Publicado 2021

Improved Statistics for Genome-Wide Interaction Analysis

por Ueki, Masao, Cordell, Heather J.
Publicado 2012

Quick assessment for systematic test statistic inflation/deflation due to null model misspecifications in genome-wide environment interaction studies

por Ueki, Masao, Fujii, Masahiro, Tamiya, Gen
Publicado 2019

Machine learning to reveal hidden risk combinations for the trajectory of posttraumatic stress disorder symptoms

por Takahashi, Yuta, Yoshizoe, Kazuki, Ueki, Masao, Tamiya, Gen, Zhiqian, Yu, Utsumi, Yusuke, Sakuma, Atsushi, Tsuda, Koji, Hozawa, Atsushi, Tsuji, Ichiro, Tomita, Hiroaki
Publicado 2020

The confounding effect of cryptic relatedness for environmental risks of systolic blood pressure on cohort studies

por Shibata, Kyoko, Hozawa, Atsushi, Tamiya, Gen, Ueki, Masao, Nakamura, Tomohiro, Narimatsu, Hiroto, Kubota, Isao, Ueno, Yoshiyuki, Kato, Takeo, Yamashita, Hidetoshi, Fukao, Akira, Kayama, Takamasa
Publicado 2013

Improved metabolomic data-based prediction of depressive symptoms using nonlinear machine learning with feature selection

por Takahashi, Yuta, Ueki, Masao, Yamada, Makoto, Tamiya, Gen, Motoike, Ikuko N., Saigusa, Daisuke, Sakurai, Miyuki, Nagami, Fuji, Ogishima, Soichi, Koshiba, Seizo, Kinoshita, Kengo, Yamamoto, Masayuki, Tomita, Hiroaki
Publicado 2020

Illuminating Clues of Cancer Buried in Prostate MR Image: Deep Learning and Expert Approaches

por Akatsuka, Jun, Yamamoto, Yoichiro, Sekine, Tetsuro, Numata, Yasushi, Morikawa, Hiromu, Tsutsumi, Kotaro, Yanagi, Masato, Endo, Yuki, Takeda, Hayato, Hayashi, Tatsuro, Ueki, Masao, Tamiya, Gen, Maeda, Ichiro, Fukumoto, Manabu, Shimizu, Akira, Tsuzuki, Toyonori, Kimura, Go, Kondo, Yukihiro
Publicado 2019

Machine learning for effectively avoiding overfitting is a crucial strategy for the genetic prediction of polygenic psychiatric phenotypes

por Takahashi, Yuta, Ueki, Masao, Tamiya, Gen, Ogishima, Soichi, Kinoshita, Kengo, Hozawa, Atsushi, Minegishi, Naoko, Nagami, Fuji, Fukumoto, Kentaro, Otsuka, Kotaro, Tanno, Kozo, Sakata, Kiyomi, Shimizu, Atsushi, Sasaki, Makoto, Sobue, Kenji, Kure, Shigeo, Yamamoto, Masayuki, Tomita, Hiroaki
Publicado 2020

Automated acquisition of explainable knowledge from unannotated histopathology images

por Yamamoto, Yoichiro, Tsuzuki, Toyonori, Akatsuka, Jun, Ueki, Masao, Morikawa, Hiromu, Numata, Yasushi, Takahara, Taishi, Tsuyuki, Takuji, Tsutsumi, Kotaro, Nakazawa, Ryuto, Shimizu, Akira, Maeda, Ichiro, Tsuchiya, Shinichi, Kanno, Hiroyuki, Kondo, Yukihiro, Fukumoto, Manabu, Tamiya, Gen, Ueda, Naonori, Kimura, Go
Publicado 2019

Potential identification of vitamin B6 responsiveness in autism spectrum disorder utilizing phenotype variables and machine learning methods

por Obara, Taku, Ishikuro, Mami, Tamiya, Gen, Ueki, Masao, Yamanaka, Chizuru, Mizuno, Satoshi, Kikuya, Masahiro, Metoki, Hirohito, Matsubara, Hiroko, Nagai, Masato, Kobayashi, Tomoko, Kamiyama, Machiko, Watanabe, Mikako, Kakuta, Kazuhiko, Ouchi, Minami, Kurihara, Aki, Fukuchi, Naru, Yasuhara, Akihiro, Inagaki, Masumi, Kaga, Makiko, Kure, Shigeo, Kuriyama, Shinichi
Publicado 2018

3.5KJPNv2: an allele frequency panel of 3552 Japanese individuals including the X chromosome

por Tadaka, Shu, Katsuoka, Fumiki, Ueki, Masao, Kojima, Kaname, Makino, Satoshi, Saito, Sakae, Otsuki, Akihito, Gocho, Chinatsu, Sakurai-Yageta, Mika, Danjoh, Inaho, Motoike, Ikuko N., Yamaguchi-Kabata, Yumi, Shirota, Matsuyuki, Koshiba, Seizo, Nagasaki, Masao, Minegishi, Naoko, Hozawa, Atsushi, Kuriyama, Shinichi, Shimizu, Atsushi, Yasuda, Jun, Fuse, Nobuo, Tamiya, Gen, Yamamoto, Masayuki, Kinoshita, Kengo
Publicado 2019

Clustering by phenotype and genome-wide association study in autism

por Narita, Akira, Nagai, Masato, Mizuno, Satoshi, Ogishima, Soichi, Tamiya, Gen, Ueki, Masao, Sakurai, Rieko, Makino, Satoshi, Obara, Taku, Ishikuro, Mami, Yamanaka, Chizuru, Matsubara, Hiroko, Kuniyoshi, Yasutaka, Murakami, Keiko, Ueno, Fumihiko, Noda, Aoi, Kobayashi, Tomoko, Kobayashi, Mika, Usuzaki, Takuma, Ohseto, Hisashi, Hozawa, Atsushi, Kikuya, Masahiro, Metoki, Hirohito, Kure, Shigeo, Kuriyama, Shinichi
Publicado 2020