High Throughput Morphology-Based Cell Screening by Reservoir Computing

被引：0
|
作者：
Jing, Ning [1 ,2 ]
Wang, Chao [1 ]
机构：
[1] Univ Kent, Sch Engn & Digital Arts, Canterbury, Kent, England
[2] North Univ China Taiyuan, Sch Informat & Commun Engn, Taiyuan, Peoples R China
来源：
2020 IEEE PHOTONICS CONFERENCE (IPC) | 2020年
关键词：
cell screening; morphology; reservoir computing;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A new low-cost and data-efficient method for high-throughput microfluidic single-cell screening is proposed and demonstrated. Only one low-speed single-pixel photodetector is needed. Morphology-based object classification is achieved using reservoir computing. Our experiment shows that the frames involving the target cell can be recognized distinctly.
引用
收藏
页数：2
相关论文
共 50 条
  • [21] A COMPARATIVE FUTURE FOR MORPHOLOGY-BASED CLADISTICS
    Sereno, Paul
    JOURNAL OF VERTEBRATE PALEONTOLOGY, 2008, 28 (03) : 141A - 141A
  • [22] A MORPHOLOGY-BASED APPROACH FOR CLOUD DETECTION
    Danda, Sravan
    Challa, Aditya
    Sagar, B. S. Daya
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 80 - 83
  • [23] Morphology-Based Banknote Fitness Determination
    Lee, S.
    Choi, E.
    Baek, Y.
    Lee, C.
    IEEE ACCESS, 2019, 7 : 65460 - 65466
  • [24] Morphology-Based Shape Adaptive Compression
    Ding, Jian-Jiun
    Lin, Pao-Yen
    Huang, Jiun-De
    Lee, Tzu-Heng
    Chen, Hsin-Hui
    ADVANCES IN MULTIMEDIA MODELING, PT II, 2011, 6524 : 168 - 176
  • [25] Unsupervised Morphology-Based Vocabulary Expansion
    Rasooli, Mohammad Sadegh
    Lippincott, Thomas
    Habash, Nizar
    Rambow, Owen
    PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2014, : 1349 - 1359
  • [26] Morphology-based text line extraction
    Jui-Chen Wu
    Jun-Wei Hsieh
    Yung-Sheng Chen
    Machine Vision and Applications, 2008, 19 : 195 - 207
  • [27] Modifications on morphology-based image coding
    Cai, ZH
    Subramanian, KR
    Cheng, TH
    ELECTRONICS LETTERS, 2001, 37 (07) : 421 - 422
  • [28] MATAR: Morphology-based Tagger for Arabic
    Zaraket, Fadi A.
    Jaber, Ameen
    2013 ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2013,
  • [29] Morphology-Based Diagnosis of Acneiform Eruptions
    McFarland, Sarah L.
    Polcari, Ingrid C.
    PEDIATRIC ANNALS, 2015, 44 (08): : E188 - E193
  • [30] Zoomed morphology-based interpolation of contours
    Migeon, B
    Deforge, P
    Marché, P
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING - 3, 2001, : 515 - 520
12345