完整後設資料紀錄
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.author | Wu, Yunzhao | en_US |
dc.contributor.author | Zhou, Yuqi | en_US |
dc.contributor.author | Huang, Chun-Jung | en_US |
dc.contributor.author | Kobayashi, Hirofumi | en_US |
dc.contributor.author | Yan, Sheng | en_US |
dc.contributor.author | Ozeki, Yasuyuki | en_US |
dc.contributor.author | Wu, Yingli | en_US |
dc.contributor.author | Sun, Chia-Wei | en_US |
dc.contributor.author | Yasumoto, Atsushi | en_US |
dc.contributor.author | Yatomi, Yutaka | en_US |
dc.contributor.author | Lei, Cheng | en_US |
dc.contributor.author | Goda, Keisuke | en_US |
dc.date.accessioned | 2020-03-02T03:23:29Z | - |
dc.date.available | 2020-03-02T03:23:29Z | - |
dc.date.issued | 2020-01-06 | en_US |
dc.identifier.issn | 1094-4087 | en_US |
dc.identifier.uri | http://dx.doi.org/10.1364/OE.380679 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/153762 | - |
dc.description.abstract | Optofluidic time-stretch quantitative phase imaging (OTS-QPI) is a powerful tool as it enables high-throughput (>10,0(X)cell/s) QPI of single live cells. OTS-QPI is based on decoding temporally stretched spectral interferograms that carry the spatial profiles of cells flowing on a microfluidic chip. However, the utility of OTS-QPI is troubled by difficulties in phase retrieval from the high-frequency region of the temporal interferograms, such as phase-unwrapping errors, high instrumentation cost, and large data volume. To overcome these difficulties, we propose and experimentally demonstrate frequency-shifted OTS-QPI by bringing the phase information to the baseband region. Furthermore, to show its boosted utility, we use it to demonstrate image-based classification of leukemia cells with high accuracy over 96% and evaluation of drug-treated leukemia cells via deep learning. (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement | en_US |
dc.language.iso | en_US | en_US |
dc.title | Intelligent frequency-shifted optofluidic time-stretch quantitative phase imaging | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1364/OE.380679 | en_US |
dc.identifier.journal | OPTICS EXPRESS | en_US |
dc.citation.volume | 28 | en_US |
dc.citation.issue | 1 | en_US |
dc.citation.spage | 519 | en_US |
dc.citation.epage | 532 | en_US |
dc.contributor.department | 光電工程學系 | zh_TW |
dc.contributor.department | Department of Photonics | en_US |
dc.identifier.wosnumber | WOS:000509352500043 | en_US |
dc.citation.woscount | 0 | en_US |
顯示於類別: | 期刊論文 |