Risk prediction of inappropriate implantable cardioverter-defibrillator therapy using machine learning

Autor: Ryo Tateishi, Makoto Suzuki, Masato Shimizu, Hiroshi Shimada, Takahiro Tsunoda, Hiroko Miyazaki, Yoshiki Misu, Yosuke Yamakami, Masao Yamaguchi, Nobutaka Kato, Ami Isshiki, Shigeki Kimura, Hiroyuki Fujii, Mitsuhiro Nishizaki, Tetsuo Sasano

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-10 (2023)

Abstract We aimed to develop machine learning-based predictive models for identifying inappropriate implantable cardioverter-defibrillator (ICD) therapy. Our study included 182 consecutive cases (average age 62.2 ± 4.5 years, 169 men) and employed 1

Externí odkaz: https://doaj.org/article/b9d835df886945eea06dad4affdc4047

True complete left bundle branch block reveals dyssynchrony evaluated by semiconductor single‐photon emission computed tomography

Autor: Munehiro Iiya, Masato Shimizu, Hiroyuki Fujii, Makoto Suzuki, Mitsuhiro Nishizaki

Publikováno v: Journal of Arrhythmia, Vol 35, Iss 1, Pp 70-78 (2019)

Abstract Background Conventional complete left bundle branch block (CLBBB) criteria sometimes result in a false‐positive diagnosis that does not represent dyssynchrony. Recently, true CLBBB criteria have been proposed to detect responders to cardia

Externí odkaz: https://doaj.org/article/06b414ad3ad141ad97eed541e16e4dfd

Machine learning of microvolt-level 12-lead electrocardiogram can help distinguish takotsubo syndrome and acute anterior myocardial infarction

Autor: Masato Shimizu, Makoto Suzuki, Hiroyuki Fujii, Shigeki Kimura, Mitsuhiro Nishizaki, Tetsuo Sasano

Publikováno v: Cardiovascular Digital Health Journal. 3:179-188

Qualitative differences in 12-lead electrocardiograms (ECG) at onset have been reported in patients with takotsubo syndrome (TTS) and acute anterior myocardial infarction (Ant-AMI). We aimed to distinguish these diseases by machine learning (ML) appr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6391a8caa4e66005738e9ce9fc59c993
https://doi.org/10.1016/j.cvdhj.2022.07.001

Biological insights into systemic lupus erythematosus through an immune cell-specific transcriptome-wide association study

Autor: Xianyong, Yin, Kwangwoo, Kim, Hiroyuki, Suetsugu, So-Young, Bang, Leilei, Wen, Masaru, Koido, Eunji, Ha, Lu, Liu, Yuma, Sakamoto, Sungsin, Jo, Rui-Xue, Leng, Nao, Otomo, Young-Chang, Kwon, Yujun, Sheng, Nobuhiko, Sugano, Mi Yeong, Hwang, Weiran, Li, Masaya, Mukai, Kyungheon, Yoon, Minglong, Cai, Kazuyoshi, Ishigaki, Won Tae, Chung, He, Huang, Daisuke, Takahashi, Shin-Seok, Lee, Mengwei, Wang, Kohei, Karino, Seung-Cheol, Shim, Xiaodong, Zheng, Tomoya, Miyamura, Young Mo, Kang, Dongqing, Ye, Junichi, Nakamura, Chang-Hee, Suh, Yuanjia, Tang, Goro, Motomura, Yong-Beom, Park, Huihua, Ding, Takeshi, Kuroda, Jung-Yoon, Choe, Chengxu, Li, Hiroaki, Niiro, Youngho, Park, Changbing, Shen, Takeshi, Miyamoto, Ga-Young, Ahn, Wenmin, Fei, Tsutomu, Takeuchi, Jung-Min, Shin, Keke, Li, Yasushi, Kawaguchi, Yeon-Kyung, Lee, Yong-Fei, Wang, Koichi, Amano, Dae Jin, Park, Wanling, Yang, Yoshifumi, Tada, Yu Lung, Lau, Ken, Yamaji, Zhengwei, Zhu, Masato, Shimizu, Takashi, Atsumi, Akari, Suzuki, Takayuki, Sumida, Yukinori, Okada, Koichi, Matsuda, Keitaro, Matsuo, Yuta, Kochi, Kazuhiko, Yamamoto, Koichiro, Ohmura, Tae-Hwan, Kim, Sen, Yang, Takuaki, Yamamoto, Bong-Jo, Kim, Nan, Shen, Shiro, Ikegawa, Hye-Soon, Lee, Xuejun, Zhang, Chikashi, Terao, Yong, Cui, Sang-Cheol, Bae

Publikováno v: Annals of the Rheumatic Diseases. 81:1273-1280

ObjectiveGenome-wide association studies (GWAS) have identified >100 risk loci for systemic lupus erythematosus (SLE), but the disease genes at most loci remain unclear, hampering translation of these genetic discoveries. We aimed to prioritise genes

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9cc23aefa6fc3463b28c74e1115214ed
https://doi.org/10.1136/annrheumdis-2022-222345

Migration within Regions and to/from the Metropolitan Areas:the Rates of In-,Out-and Net Migration by Age and Prefecture(2019-2020)

Autor: Masahiro, KISHI, Yasushi, MINESHIMA, Masato, SHIMIZU

Publikováno v: 人口問題研究 = Journal of Population Problems. 78(1):204-211

資料

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=jairo_______::420470988d345e4cbb5d5dc4deca519f
http://id.nii.ac.jp/1756/00000336/