Establishment of Integrated Biobank for Precision Medicine and Personalized Healthcare: The Tohoku Medical Megabank Project

por Fuse, Nobuo, Sakurai-Yageta, Mika, Katsuoka, Fumiki, Danjoh, Inaho, Shimizu, Ritsuko, Tamiya, Gen, Nagami, Fuji, Kawame, Hiroshi, Higuchi, Shinichi, Kinoshita, Kengo, Kure, Shigeo, Yamamoto, Masayuki
Publicado 2019

Visualization of estimated prevalence of CES-D positivity accounting for background factors and AIS scores

por Matsuyama, Takashi, Narita, Akira, Takanashi, Masaki, Kogure, Mana, Sato, Shuichi, Nakamura, Tomohiro, Nakane, Hideo, Ogishima, Soichi, Nagami, Fuji, Nakaya, Naoki, Tanno, Kozo, Imaeda, Takao, Hozawa, Atsushi
Publicado 2022

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

A training and education program for genome medical research coordinators in the genome cohort study of the Tohoku Medical Megabank Organization

por Sakurai-Yageta, Mika, Kawame, Hiroshi, Kuriyama, Shinichi, Hozawa, Atsushi, Nakaya, Naoki, Nagami, Fuji, Minegishi, Naoko, Ogishima, Soichi, Takai-Igarashi, Takako, Danjoh, Inaho, Obara, Taku, Ishikuro, Mami, Kobayashi, Tomoko, Aizawa, Yayoi, Ishihara, Rino, Yamamoto, Masayuki, Suzuki, Yoichi
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

Security controls in an integrated Biobank to protect privacy in data sharing: rationale and study design

por Takai-Igarashi, Takako, Kinoshita, Kengo, Nagasaki, Masao, Ogishima, Soichi, Nakamura, Naoki, Nagase, Sachiko, Nagaie, Satoshi, Saito, Tomo, Nagami, Fuji, Minegishi, Naoko, Suzuki, Yoichi, Suzuki, Kichiya, Hashizume, Hiroaki, Kuriyama, Shinichi, Hozawa, Atsushi, Yaegashi, Nobuo, Kure, Shigeo, Tamiya, Gen, Kawaguchi, Yoshio, Tanaka, Hiroshi, Yamamoto, Masayuki
Publicado 2017

Construction of JRG (Japanese reference genome) with single-molecule real-time sequencing

por Nagasaki, Masao, Kuroki, Yoko, Shibata, Tomoko F., Katsuoka, Fumiki, Mimori, Takahiro, Kawai, Yosuke, Minegishi, Naoko, Hozawa, Atsushi, Kuriyama, Shinichi, Suzuki, Yoichi, Kawame, Hiroshi, Nagami, Fuji, Takai-Igarashi, Takako, Ogishima, Soichi, Kojima, Kaname, Misawa, Kazuharu, Tanabe, Osamu, Fuse, Nobuo, Tanaka, Hiroshi, Yaegashi, Nobuo, Kinoshita, Kengo, Kure, Shiego, Yasuda, Jun, Yamamoto, Masayuki
Publicado 2019

Heart Rate Information-Based Machine Learning Prediction of Emotions Among Pregnant Women

por Li, Xue, Ono, Chiaki, Warita, Noriko, Shoji, Tomoka, Nakagawa, Takashi, Usukura, Hitomi, Yu, Zhiqian, Takahashi, Yuta, Ichiji, Kei, Sugita, Norihiro, Kobayashi, Natsuko, Kikuchi, Saya, Kunii, Yasuto, Murakami, Keiko, Ishikuro, Mami, Obara, Taku, Nakamura, Tomohiro, Nagami, Fuji, Takai, Takako, Ogishima, Soichi, Sugawara, Junichi, Hoshiai, Tetsuro, Saito, Masatoshi, Tamiya, Gen, Fuse, Nobuo, Kuriyama, Shinichi, Yamamoto, Masayuki, Yaegashi, Nobuo, Homma, Noriyasu, Tomita, Hiroaki
Publicado 2022

Comprehensive evaluation of machine learning algorithms for predicting sleep–wake conditions and differentiating between the wake conditions before and after sleep during pregnancy...

por Li, Xue, Ono, Chiaki, Warita, Noriko, Shoji, Tomoka, Nakagawa, Takashi, Usukura, Hitomi, Yu, Zhiqian, Takahashi, Yuta, Ichiji, Kei, Sugita, Norihiro, Kobayashi, Natsuko, Kikuchi, Saya, Kimura, Ryoko, Hamaie, Yumiko, Hino, Mizuki, Kunii, Yasuto, Murakami, Keiko, Ishikuro, Mami, Obara, Taku, Nakamura, Tomohiro, Nagami, Fuji, Takai, Takako, Ogishima, Soichi, Sugawara, Junichi, Hoshiai, Tetsuro, Saito, Masatoshi, Tamiya, Gen, Fuse, Nobuo, Fujii, Susumu, Nakayama, Masaharu, Kuriyama, Shinichi, Yamamoto, Masayuki, Yaegashi, Nobuo, Homma, Noriyasu, Tomita, Hiroaki
Publicado 2023

Tohoku Medical Megabank Brain Magnetic Resonance Imaging Study: Rationale, Design, and Background

por Taira, Makiko, Mugikura, Shunji, Mori, Naoko, Hozawa, Atsushi, Saito, Tomo, Nakamura, Tomohiro, Kiyomoto, Hideyasu, Kobayashi, Tadao, Ogishima, Soichi, Nagami, Fuji, Uruno, Akira, Shimizu, Ritsuko, Kobayashi, Tomoko, Yasuda, Jun, Kure, Shigeo, Sakurai, Miyuki, Motoike, Ikuko N., Kumada, Kazuki, Nakaya, Naoki, Obara, Taku, Oba, Kentaro, Sekiguchi, Atsushi, Thyreau, Benjamin, Mutoh, Tatsushi, Takano, Yuji, Abe, Mitsunari, Maikusa, Norihide, Tatewaki, Yasuko, Taki, Yasuyuki, Yaegashi, Nobuo, Tomita, Hiroaki, Kinoshita, Kengo, Kuriyama, Shinichi, Fuse, Nobuo, Yamamoto, Masayuki
Publicado 2023

Genome-wide Association Study of Axial Length in Population-based Cohorts in Japan: The Tohoku Medical Megabank Organization Eye Study

por Fuse, Nobuo, Sakurai, Miyuki, Motoike, Ikuko N., Kojima, Kaname, Takai-Igarashi, Takako, Nakaya, Naoki, Tsuchiya, Naho, Nakamura, Tomohiro, Ishikuro, Mami, Obara, Taku, Miyazawa, Akiko, Homma, Kei, Ido, Keisuke, Taira, Makiko, Kobayashi, Tomoko, Shimizu, Ritsuko, Uruno, Akira, Kodama, Eiichi N., Suzuki, Kichiya, Hamanaka, Yohei, Tomita, Hiroaki, Sugawara, Junichi, Suzuki, Yoichi, Nagami, Fuji, Ogishima, Soichi, Katsuoka, Fumiki, Minegishi, Naoko, Hozawa, Atsushi, Kuriyama, Shinichi, Yaegashi, Nobuo, Kure, Shigeo, Kinoshita, Kengo, Yamamoto, Masayuki
Publicado 2022

A Pilot Study for Return of Individual Pharmacogenomic Results to Population-Based Cohort Study Participants

por Ohneda, Kinuko, Hiratsuka, Masahiro, Kawame, Hiroshi, Nagami, Fuji, Suzuki, Yoichi, Suzuki, Kichiya, Uruno, Akira, Sakurai-Yageta, Mika, Hamanaka, Yohei, Taira, Makiko, Ogishima, Soichi, Kuriyama, Shinichi, Hozawa, Atsushi, Tomita, Hiroaki, Minegishi, Naoko, Sugawara, Junichi, Danjoh, Inaho, Nakamura, Tomohiro, Kobayashi, Tomoko, Yamaguchi-Kabata, Yumi, Tadaka, Shu, Obara, Taku, Hishimuma, Eiji, Mano, Nariyasu, Matsuura, Masaki, Sato, Yuji, Nakasone, Masateru, Honkura, Yohei, Suzuki, Jun, Katori, Yukio, Kakuta, Yoichi, Masamune, Atsushi, Aoki, Yoko, Nakayama, Masaharu, Kure, Shigeo, Kinoshita, Kengo, Fuse, Nobuo, Yamamoto, Masayuki
Publicado 2022

dbTMM: an integrated database of large-scale cohort, genome and clinical data for the Tohoku Medical Megabank Project

por Ogishima, Soichi, Nagaie, Satoshi, Mizuno, Satoshi, Ishiwata, Ryosuke, Iida, Keita, Shimokawa, Kazuro, Takai-Igarashi, Takako, Nakamura, Naoki, Nagase, Sachiko, Nakamura, Tomohiro, Tsuchiya, Naho, Nakaya, Naoki, Murakami, Keiko, Ueno, Fumihiko, Onuma, Tomomi, Ishikuro, Mami, Obara, Taku, Mugikura, Shunji, Tomita, Hiroaki, Uruno, Akira, Kobayashi, Tomoko, Tsuboi, Akito, Tadaka, Shu, Katsuoka, Fumiki, Narita, Akira, Sakurai, Mika, Makino, Satoshi, Tamiya, Gen, Aoki, Yuichi, Shimizu, Ritsuko, Motoike, Ikuko N., Koshiba, Seizo, Minegishi, Naoko, Kumada, Kazuki, Nobukuni, Takahiro, Suzuki, Kichiya, Danjoh, Inaho, Nagami, Fuji, Tanno, Kozo, Ohmomo, Hideki, Asahi, Koichi, Shimizu, Atsushi, Hozawa, Atsushi, Kuriyama, Shinichi, Fuse, Nobuo, Tominaga, Teiji, Kure, Shigeo, Yaegashi, Nobuo, Kinoshita, Kengo, Sasaki, Makoto, Tanaka, Hiroshi, Yamamoto, Masayuki
Publicado 2021

Cohort Profile: Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study (TMM BirThree Cohort Study): rationale, progress and perspective

por Kuriyama, Shinichi, Metoki, Hirohito, Kikuya, Masahiro, Obara, Taku, Ishikuro, Mami, Yamanaka, Chizuru, Nagai, Masato, Matsubara, Hiroko, Kobayashi, Tomoko, Sugawara, Junichi, Tamiya, Gen, Hozawa, Atsushi, Nakaya, Naoki, Tsuchiya, Naho, Nakamura, Tomohiro, Narita, Akira, Kogure, Mana, Hirata, Takumi, Tsuji, Ichiro, Nagami, Fuji, Fuse, Nobuo, Arai, Tomohiko, Kawaguchi, Yoshio, Higuchi, Shinichi, Sakaida, Masaki, Suzuki, Yoichi, Osumi, Noriko, Nakayama, Keiko, Ito, Kiyoshi, Egawa, Shinichi, Chida, Koichi, Kodama, Eiichi, Kiyomoto, Hideyasu, Ishii, Tadashi, Tsuboi, Akito, Tomita, Hiroaki, Taki, Yasuyuki, Kawame, Hiroshi, Suzuki, Kichiya, Ishii, Naoto, Ogishima, Soichi, Mizuno, Satoshi, Takai-Igarashi, Takako, Minegishi, Naoko, Yasuda, Jun, Igarashi, Kazuhiko, Shimizu, Ritsuko, Nagasaki, Masao, Tanabe, Osamu, Koshiba, Seizo, Hashizume, Hiroaki, Motohashi, Hozumi, Tominaga, Teiji, Ito, Sadayoshi, Tanno, Kozo, Sakata, Kiyomi, Shimizu, Atsushi, Hitomi, Jiro, Sasaki, Makoto, Kinoshita, Kengo, Tanaka, Hiroshi, Kobayashi, Tadao, Kure, Shigeo, Yaegashi, Nobuo, Yamamoto, Masayuki
Publicado 2020

Study Profile of the Tohoku Medical Megabank Community-Based Cohort Study

por Hozawa, Atsushi, Tanno, Kozo, Nakaya, Naoki, Nakamura, Tomohiro, Tsuchiya, Naho, Hirata, Takumi, Narita, Akira, Kogure, Mana, Nochioka, Kotaro, Sasaki, Ryohei, Takanashi, Nobuyuki, Otsuka, Kotaro, Sakata, Kiyomi, Kuriyama, Shinichi, Kikuya, Masahiro, Tanabe, Osamu, Sugawara, Junichi, Suzuki, Kichiya, Suzuki, Yoichi, Kodama, Eiichi N, Fuse, Nobuo, Kiyomoto, Hideyasu, Tomita, Hiroaki, Uruno, Akira, Hamanaka, Yohei, Metoki, Hirohito, Ishikuro, Mami, Obara, Taku, Kobayashi, Tomoko, Kitatani, Kazuyuki, Takai-Igarashi, Takako, Ogishima, Soichi, Satoh, Mamoru, Ohmomo, Hideki, Tsuboi, Akito, Egawa, Shinichi, Ishii, Tadashi, Ito, Kiyoshi, Ito, Sadayoshi, Taki, Yasuyuki, Minegishi, Naoko, Ishii, Naoto, Nagasaki, Masao, Igarashi, Kazuhiko, Koshiba, Seizo, Shimizu, Ritsuko, Tamiya, Gen, Nakayama, Keiko, Motohashi, Hozumi, Yasuda, Jun, Shimizu, Atsushi, Hachiya, Tsuyoshi, Shiwa, Yuh, Tominaga, Teiji, Tanaka, Hiroshi, Oyama, Kotaro, Tanaka, Ryoichi, Kawame, Hiroshi, Fukushima, Akimune, Ishigaki, Yasushi, Tokutomi, Tomoharu, Osumi, Noriko, Kobayashi, Tadao, Nagami, Fuji, Hashizume, Hiroaki, Arai, Tomohiko, Kawaguchi, Yoshio, Higuchi, Shinichi, Sakaida, Masaki, Endo, Ryujin, Nishizuka, Satoshi, Tsuji, Ichiro, Hitomi, Jiro, Nakamura, Motoyuki, Ogasawara, Kuniaki, Yaegashi, Nobuo, Kinoshita, Kengo, Kure, Shigeo, Sakai, Akio, Kobayashi, Seiichiro, Sobue, Kenji, Sasaki, Makoto, Yamamoto, Masayuki
Publicado 2021