Zobrazeno 1 - 10
of 208
pro vyhledávání: '"KAWAGUCHI, Hideaki"'
Autor:
Doga, Hakan, Sahin, M. Emre, Bettencourt-Silva, Joao, Pham, Anh, Kim, Eunyoung, Andress, Alan, Saxena, Sudhir, Bose, Aritra, Parida, Laxmi, Robertus, Jan Lukas, Kawaguchi, Hideaki, Soliman, Radwa, Blankenberg, Daniel
Clinical trials are pivotal in the drug discovery process to determine the safety and efficacy of a drug candidate. The high failure rates of these trials are attributed to deficiencies in clinical model development and protocol design. Improvements
Externí odkaz:
http://arxiv.org/abs/2404.13113
Feature selection plays an essential role in improving the predictive performance and interpretability of trained models in classical machine learning. On the other hand, the usability of conventional feature selection could be limited for quantum ma
Externí odkaz:
http://arxiv.org/abs/2403.18733
Recently, the importance of analysing data and collecting valuable insight efficiently has been increasing in various fields. Estimating mutual information (MI) plays a critical role to investigate the relationship among multiple random variables wit
Externí odkaz:
http://arxiv.org/abs/2310.12396
Quantum kernel method is a machine learning model exploiting quantum computers to calculate the quantum kernels (QKs) that measure the similarity between data. Despite the potential quantum advantage of the method, the commonly used fidelity-based QK
Externí odkaz:
http://arxiv.org/abs/2210.16581
Autor:
Doga, Hakan, Bose, Aritra, Sahin, M. Emre, Bettencourt-Silva, Joao, Pham, Anh, Kim, Eunyoung, Andress, Alan, Saxena, Sudhir, Parida, Laxmi, Robertus, Jan Lukas, Kawaguchi, Hideaki, Soliman, Radwa, Blankenberg, Daniel
Publikováno v:
In Trends in Pharmacological Sciences October 2024 45(10):880-891
Autor:
Gao, Qi, Jones, Gavin O., Sugawara, Michihiko, Kobayashi, Takao, Yamashita, Hiroki, Kawaguchi, Hideaki, Tanaka, Shu, Yamamoto, Naoki
This study describes a hybrid quantum-classical computational approach for designing synthesizable deuterated $Alq_3$ emitters possessing desirable emission quantum efficiencies (QEs). This design process has been performed on the tris(8-hydroxyquino
Externí odkaz:
http://arxiv.org/abs/2110.14836
Autor:
Kawaguchi, Hideaki
Publikováno v:
PLoS ONE 18(4): e0283933. 2023
Recently, with the digitalization of medicine, the utilization of real-world medical data collected from clinical sites has been attracting attention. In this study, quantum computing was applied to a linear non-Gaussian acyclic model to discover cau
Externí odkaz:
http://arxiv.org/abs/2110.04485
Akademický článek
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Autor:
Kawaguchi, Hideaki1 (AUTHOR) hikawaguchi@keio.jp
Publikováno v:
PLoS ONE. 4/5/2023, Vol. 18 Issue 4, p1-21. 21p.
Publikováno v:
In International Journal of Medical Informatics July 2018 115:114-119