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Your search keyword '"Kang, Shin-Young"' showing total 7 results
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7 results on '"Kang, Shin-Young"'

2. Convolutional neural networks can detect orthostatic hypotension in Parkinson's disease using resting‐state functional near‐infrared spectroscopy data.

Author

Lee, Seung Hyun, Paik, Seung‐Ho, Kang, Shin‐Young, Phillips, Zephaniah, Kim, Jung Bin, Kim, Byung‐Jo, and Kim, Beop‐Min

Abstract

Neurological disorders such as Parkinson's disease (PD) often adversely affect the vascular system, leading to alterations in blood flow patterns. Functional near‐infrared spectroscopy (fNIRS) is used to monitor hemodynamic changes via signal measurement. This study investigated the potential of using resting‐state fNIRS data through a convolutional neural network (CNN) to evaluate PD with orthostatic hypotension. The CNN demonstrated significant efficacy in analyzing fNIRS data, and it outperformed the other machine learning methods. The results indicate that judicious input data selection can enhance accuracy by over 85%, while including the correlation matrix as an input further improves the accuracy to more than 90%. This study underscores the promising role of CNN‐based fNIRS data analysis in the diagnosis and management of the PD. This approach enhances diagnostic accuracy, particularly in resting‐state conditions, and can reduce the discomfort and risks associated with current diagnostic methods, such as the head‐up tilt test. [ABSTRACT FROM AUTHOR]

Published
2024
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4. Magnesium- and intermetallic alloys-based hydrides for energy storage: Modelling, synthesis and properties

Author

Pasquini, Luca, Sakaki, Kouji, Akiba, Etsuo, Allendorf, Mark D., Alvares, Ebert, Babai, Dotan, Baricco, Marcello, Bereznitsky, Matvey, Buckley, Craig E., Cho, Young Whan, Cuevas, Fermin, De Rango, Patricia, Dematteis, Erika Michela, Denys, Roman V., Dornheim, Martin, Hariyadi, Arif, Heo, Tae Wook, Hirscher, Michael, Humphries, Terry D., Huot, Jacques, Jacob, Isaac, Jensen, Torben R., Jerabek, Paul, Kang, Shin Young, Keilbart, Nathan, Kim, Hyunjeong, Latroche, Michel, Leardini, F., Li, Haiwen, Ling, Sanliang, Lototskyy, Mykhaylo V., Mullen, Ryan, Orimo, Shin Ichi, Paskevicius, Mark, Pistidda, Claudio, Polanski, Marek, Rabkin, Eugen, Sahlberg, Martin, Sartori, Sabrina, Santhosh, Archa, Sato, Toyoto, Shneck, Roni Z., Shang, Yuanyuan, Stavila, Vitalie, Suh, Jin Yoo, Suwarno, Suwarno, Thi Thu, Le, Wan, Liwen F., Webb, Colin J., Witman, Matthew, Wan, Chubin, Wood, Brandon C., and Yartys, Volodymyr A.

Subjects
General Earth and Planetary Sciences, General Environmental Science
Abstract

Hydrides based on magnesium and intermetallic compounds provide a viable solution to the challenge of energy storage from renewable sources, thanks to their ability to absorb and desorb hydrogen in a reversible way with a proper tuning of pressure and temperature conditions. Therefore, they are expected to play an important role in the clean energy transition and in the deployment of hydrogen as an efficient energy vector. This review, by experts of Task 40 'Energy Storage and Conversion based on Hydrogen' of the Hydrogen Technology Collaboration Programme of the International Energy Agency, reports on the latest activities of the working group 'Magnesium- and Intermetallic alloys-based Hydrides for Energy Storage'. The following topics are covered by the review: multiscale modelling of hydrides and hydrogen sorption mechanisms; synthesis and processing techniques; catalysts for hydrogen sorption in Mg; Mg-based nanostructures and new compounds; hydrides based on intermetallic TiFe alloys, high entropy alloys, Laves phases, and Pd-containing alloys. Finally, an outlook is presented on current worldwide investments and future research directions for hydrogen-based energy storage.

Published
2022

6. Hydrogen storage in complex hydrides: past activities and new trends

Author

Dematteis, Erika Michela, primary, Amdisen, Mads B, additional, Autrey, Tom, additional, Barale, Jussara, additional, Bowden, Mark E, additional, Buckley, Craig E, additional, Cho, Young Whan, additional, Deledda, Stefano, additional, Dornheim, Martin, additional, de Jongh, Petra, additional, Grinderslev, Jakob B, additional, Gizer, Gökhan, additional, Gulino, Valerio, additional, Hauback, Bjørn C, additional, Heere, Michael, additional, Heo, Tae Wook, additional, Humphries, Terry D, additional, Jensen, Torben R, additional, Kang, Shin Young, additional, Lee, Young-Su, additional, Li, Hai-Wen, additional, Li, Sichi, additional, Møller, Kasper T, additional, Ngene, Peter, additional, Orimo, Shin-ichi, additional, Paskevicius, Mark, additional, Polanski, Marek, additional, Takagi, Shigeyuki, additional, Wan, Liwen, additional, Wood, Brandon C, additional, Hirscher, Michael, additional, and Baricco, Marcello, additional

Published
2022
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