Zobrazeno 1 - 10
of 318
pro vyhledávání: '"JUN SAKUMA"'
Publikováno v:
IEEE Access, Vol 10, Pp 117501-117514 (2022)
We tackle explicitly constrained black-box continuous optimization problems in which the feasible domain forms a union of disconnected feasible subdomains. The decoder-based constraint-handling technique is a promising approach when the feasible doma
Externí odkaz:
https://doaj.org/article/9597e700c6dd4340b5990525bce630af
Publikováno v:
IEEE Access, Vol 10, Pp 101855-101868 (2022)
This study focuses on the domain generalization task, which aims to learn a model that generalizes to unseen domains by utilizing multiple training domains. More specifically, we follow the idea of adversarial data augmentation, which aims to synthes
Externí odkaz:
https://doaj.org/article/c5a118427b1240fe96fc2e41abb1b8f9
Autor:
Taku Sato, Mudathir Bakhit, Kyouichi Suzuki, Jun Sakuma, Masazumi Fujii, Yuta Murakami, Yuhei Ito, Ulrich Sure, Kiyoshi Saito
Publikováno v:
Cerebrovascular Diseases Extra, Vol 8, Iss 2, Pp 96-100 (2018)
Background: Intraoperative indocyanine green videoangiography (ICG-VA) has been reported to be utilized in various cerebrovascular surgeries, wherein the blood flow is noticeably shown in white with a black background. ICG flow alone, but not other s
Externí odkaz:
https://doaj.org/article/ae36287c824e42a6922cc532d2199b05
Autor:
Yoshiki Yasukochi, Jun Sakuma, Ichiro Takeuchi, Kimihiko Kato, Mitsutoshi Oguri, Tetsuo Fujimaki, Hideki Horibe, Yoshiji Yamada
Publikováno v:
Molecular Genetics & Genomic Medicine, Vol 7, Iss 9, Pp n/a-n/a (2019)
Abstract Background Our longitudinal exome‐wide association studies previously detected various genetic determinants of complex disorders using ~26,000 single‐nucleotide polymorphisms (SNPs) that passed quality control and longitudinal medical ex
Externí odkaz:
https://doaj.org/article/db6b88bfa75b4121bc19ea8a26d99204
Autor:
Hajime Maeda, Hayato Go, Jun Sakuma, Takashi Imamura, Maki Sato, Nobuo Momoi, Mitsuaki Hosoya
Publikováno v:
American Journal of Perinatology Reports, Vol 08, Iss 01, Pp e1-e3 (2018)
Congenital anomalies of the spine may occur with malformations of the central nervous, cardiovascular, gastrointestinal, respiratory, and genitourinary systems. This is a case of myelomeningocele with unilateral right renal agenesis in a newborn. The
Externí odkaz:
https://doaj.org/article/91c4c3de4fe54c2ab72cc0476ab3adc7
Autor:
Taku Sato, Mudathir S Bakhit, Kyouichi Suzuki, Jun Sakuma, Masazumi Fujii, Yuta Murakami, Yuhei Ito, Tetsuo Sugano, Kiyoshi Saito
Publikováno v:
PLoS ONE, Vol 13, Iss 2, p e0192112 (2018)
Tissue injuries caused by the thermal effects of xenon light microscopes have previously been reported. Due to this, the development of a safe microscope light source became a necessity. A newly developed laser light source is evaluated regarding its
Externí odkaz:
https://doaj.org/article/ab476076e1d24860a405ae4eb8ba1f49
Publikováno v:
PLoS ONE, Vol 12, Iss 7, p e0181623 (2017)
Many studies have attempted to determine the associations between blood biomarkers and exercise-induced muscle damage. However, poor correlations between the changes in biomarker levels and the magnitude of muscle symptoms have been reported. Recent
Externí odkaz:
https://doaj.org/article/0b2402ab77c34ee4a41e2e24cddfdd28
Publikováno v:
IEICE Transactions on Information and Systems. :523-537
In real-world applications of multi-class classification models, misclassification in an important class (e.g., stop sign) can be significantly more harmful than in other classes (e.g., speed limit). In this paper, we propose a loss function that can
Publikováno v:
IEEE Transactions on Artificial Intelligence. :1-15
Existing model poisoning attacks on federated learning (FL) assume that an adversary has access to the full data distribution. In reality, an adversary usually has limited prior knowledge about clients' data distributions. In such a case, a poorly ch
Publikováno v:
IEICE Transactions on Information and Systems. :1418-1430