Chinese Journal on Internet of Things ›› 2019, Vol. 3 ›› Issue (2): 9-19.doi: 10.11959/j.issn.2096-3750.2019.00111
• Theory and Technology • Previous Articles Next Articles
Jin CHEN,Xiwei HUANG(),Yangbo LI,Jixuan LIU,Lingling SUN
Revised:
2019-06-02
Online:
2019-06-30
Published:
2019-07-17
Supported by:
CLC Number:
Jin CHEN,Xiwei HUANG,Yangbo LI,Jixuan LIU,Lingling SUN. Miniaturized lensless microfluidic on-chip bio-imaging detection[J]. Chinese Journal on Internet of Things, 2019, 3(2): 9-19.
[1] | GABOR D . A new microscopic principle[J]. Nature, 1948,161(4098):777. |
[2] | MUDANYALI O , OZTOPRAK C , TSENG D ,et al. Detection of waterborne parasites using field-portable and cost-effective lensfree microscopy[J]. Lab on a Chip, 2010,10(18): 2419-2423. |
[3] | WU Y C , SHILEDAR A , LI Y C ,et al. Air quality monitoring using mobile microscopy and machine learning[J]. Light-Science & Applications, 2017,6:12. |
[4] | BALAKRISHNAN P , DUNNE M , KUMARASAMY N ,et al. An inexpensive,simple,and manual method of CD4 T-cell quantitation in HIV-infected individuals for use in developing countries[J]. JAIDS—Journal of Acquired Immune Deficiency Syndromes, 2004,36(5): 1006-1010. |
[5] | DITTRICH P S , MANZ A . Lab-on-a-chip:microfluidics in drug discovery[J]. Nature Reviews Drug Discovery, 2006,5(3): 210-218. |
[6] | LEE S , ONCESCU V , MANCUSO M ,et al. A smartphone platform for the quantification of vitamin D levels[J]. Lab on a Chip, 2014,14(8): 1437-1442. |
[7] | STARKUVIENE V , PEPPERKOK R . The potential of high-content high-throughput microscopy in drug discovery[J]. British Journal of Pharmacology, 2007,152(1): 62-71. |
[8] | GREENBAUM A , LUO W , SU T W ,et al. Imaging without lenses:achievements and remaining challenges of wide-field on-chip microscopy[J]. Nature Methods, 2012,9(9): 889-895. |
[9] | GOROCS Z , OZCAN A . On-chip biomedical imaging[J]. IEEE Reviews in Biomedical Engineering, 2013,6: 29-46. |
[10] | ISIKMAN S O , BISHARA W , MUDANYALI O ,et al. Lensfree on-chip microscopy and tomography for biomedical applications[J]. IEEE Journal of Selected Topics in Quantum Electronics, 2012,18(3): 1059-1072. |
[11] | YUAN X , PU Y C . Parallel lensless compressive imaging via deep convolutional neural networks[J]. Optics Express, 2018,26(2): 1962-1977. |
[12] | LUO W , GREENBAUM A , ZHANG Y B ,et al. Synthetic aperture-based on-chip microscopy[J]. Light-Science & Applications, 2015,4:9. |
[13] | ALEXANDROV S A , HILLMAN T R , GUTZLER T ,et al. Synthetic aperture fourier holographic optical microscopy[J]. Physical Review Letters, 2006,97(16):4. |
[14] | WEI Q S , MCLEOD E , QI H F ,et al. Lensfree holographic cytometry using plasmonic nanoparticles[C]// 2013 IEEE Photonics Conference. IEEE, 2013: 3-4. |
[15] | HUANG X W , GUO J H , WANG X L ,et al. A contact-imaging based microfluidic cytometer with machine-learning for single-frame super-resolution processing[J]. Plos One, 2014,9(8):10. |
[16] | DELACROIX R , MOREL S N A , HERVE L ,et al. Cerebrospinal fluid lens-free microscopy:a new tool for the laboratory diagnosis of meningitis[J]. Scientific Reports, 2017,7:8. |
[17] | OZCAN A , MCLEOD E . Lensless imaging and sensing[J]. Annual Review of Biomedical Engineering, 2016,18: 77-102. |
[18] | SU T W , SEO S , ERLINGER A ,et al. High-throughput lensfree imaging and characterization of a heterogeneous cell solution on a chip[J]. Biotechnology and Bioengineering, 2009,102(3): 856-868. |
[19] | SU T W , SEO S , EDINGER A ,et al. High-throughput cellimaging,counting and characterization on a chip[M]. New York: Amer Soc Mechanical EngineersPress, 2009. |
[20] | HUANG X , FAROOQ U , CHEN J ,et al. A surface acoustic wave pumped lensless microfluidic imaging system for flowing cell detection and counting[J]. IEEE Transactions on Biomedical Circuits and Systems, 2017,11(6): 1478-1487. |
[21] | 黄汐威, 程涛, 丁诚翔 ,等. 无透镜微流控成像流动细胞检测与计数系统[J]. 传感器与微系统, 2017,36(5): 94-98. |
HUANG X W , CHENG T , DING C X ,et al. Lensless microfluidic imaging flow cell detection and counting system[J]. Transducer and Microsystem Technologies, 2017,36(5): 94-98. | |
[22] | ZHENG G A , LEE S A , ANTEBI Y ,et al. The ePetri dish,an on-chip cell imaging platform based on subpixel perspective sweeping microscopy(SPSM)[J]. Proceedings of the National Academy of Sciences of the United States of America, 2011,108(41): 16889-16894. |
[23] | HENG X , ERICKSON D , BAUGH L R ,et al. Optofluidic microscopy—a method for implementing a high resolution optical microscope on a chip[J]. Lab on a Chip, 2006,6(10): 1274-1276. |
[24] | LEE L M , CUI X Q , YANG C H . The application of on-chip optofluidic microscopy for imaging Giardia lamblia trophozoites and cysts[J]. Biomedical Microdevices, 2009,11(5): 951-958. |
[25] | ROY M , SEO D , OH S ,et al. A review of recent progress in lens-free imaging and sensing[J]. Biosensors & Bioelectronics, 2017,88: 130-143. |
[26] | BISHARA W , SIKORA U , MUDANYALI O ,et al. Holographic pixel super-resolution in portable lensless on-chip microscopy using a fiber-optic array[J]. Lab on a Chip, 2011,11(7): 1276-1279. |
[27] | CHO C , CHOI B , KANG H ,et al. Numerical twin image suppression by nonlinear segmentation mask in digital holography[J]. Optics Express, 2012,20(20): 22454-22464. |
[28] | SEO D , OH S , LEE M ,et al. A field-portable cell analyzer without a microscope and reagents[J]. Sensors, 2018,18(1):14. |
[29] | XU W , JERICHO M H , MEINERTZHAGEN I A ,et al. Digital in-line holography for biological applications[J]. Proceedings of the National Academy of Sciences of the United States of America, 2001,98(20): 11301-11305. |
[30] | XU W , JERICHO M H , MEINERTZHAGEN I A ,et al. Digital in-line holography of microspheres[J]. Applied Optics, 2002,41(25): 5367-5375. |
[31] | GARCIA-SUCERQUIA J , XU W B , JERICHO S K ,et al. Digital in-line holographic microscopy[J]. Applied Optics, 2006,45(5): 836-850. |
[32] | NOOM D W E , EIKEMA K S E , WITTE S . Lensless phase contrast microscopy based on multiwavelength Fresnel diffraction[J]. Optics Letters, 2014,39(2): 193-196. |
[33] | BANYASZ I , KORNIS J . High-resolution lensless Fourier-transform digital holography[J]. International Society for Optical Engineering, 2005,5856: 71-79. |
[34] | FIENUP J R . Phase retrieval algorithms:a comparison[J]. Applied Optics, 1982,21(15): 2758-2769. |
[35] | FAULKNER H M L , RODENBURG J M . Movable aperture lensless transmission microscopy:a novel phase retrieval algorithm[J]. Physical Review Letters, 2004,93(2):4. |
[36] | GARCIA-SUCERQUIA J , XU W B , JERICHO M H ,et al. Immersion digital in-line holographic microscopy[J]. Optics Letters, 2006,31(9): 1211-1213. |
[37] | SEO S , SU T W , TSENG D K ,et al. Lensfree holographic imaging for on-chip cytometry and diagnostics[J]. Lab on a Chip, 2009,9(6): 777-787. |
[38] | GARCIA-SUCERQUIA J . Color digital lensless holographic microscopy:laser versus LED illumination[J]. Applied Optics, 2016,55(24): 6649-6655. |
[39] | LUO W , GREENBAUM A , ZHANG Y B ,et al. High-resolution on-chip imaging using synthetic aperture[C]// 2015 Conference on Lasers and Electro-Optics. IEEE, 2015. |
[40] | ISIKMAN S O , BISHARA W , SIKORA U ,et al. Field-portable lensfree tomographic microscope[J]. Lab on a Chip, 2011,11(13): 2222-2230. |
[41] | GREENBAUM A , SIKORA U , OZCAN A . Field-portable wide-field microscopy of dense samples using multi-height pixel super-resolution based lensfree imaging[J]. Lab on a Chip, 2012,12(7): 1242-1245. |
[42] | GRANERO L , FERREIRA C , ZALEVSKY Z ,et al. Single-exposure super-resolved interferometric microscopy by RGB multiplexing in lensless configuration[J]. Optics and Lasers in Engineering, 2016,82: 104-112. |
[43] | FEIZI A , ZHANG Y B , GREENBAUM A ,et al. Yeast viability and concentration analysis using lens-free computational microscopy and machine learning[C]// Optics and Biophotonics in Low-Resource Settings III Spie-Int Soc Optical Engineering, 2017. |
[44] | DALOGLU M U , OZCAN A . Computational imaging of sperm locomotion[J]. Biology of Reproduction, 2017,97(2): 182-188. |
[45] | DI CAPRIO G , GIOFFRE M A , SAFFIOTI N ,et al. Quantitative label-free animal sperm imaging by means of digital holographic microscopy[J]. IEEE Journal of Selected Topics in Quantum Electronics, 2010,16(4): 833-840. |
[46] | SOLER C , PICAZO-BUENO J A , MICO V ,et al. Effect of counting chamber depth on the accuracy of lensless microscopy for the assessment of boar sperm motility[J]. Reproduction,Fertility,and Development, 2018,30(6): 924-934. |
[47] | LI G X , ZHANG R B , YANG N ,et al. An approach for cell viability online detection based on the characteristics of lensfree cell diffraction fingerprint[J]. Biosensors & Bioelectronics, 2018,107: 163-169. |
[48] | SANZ M , PICAZO-BUENO J A , GARCIA J ,et al. Dual-mode holographic microscopy imaging platform[J]. Lab on a Chip, 2018,18(7): 1105-1112. |
[49] | AXELROD D . Total internal reflection fluorescence microscopy in cell biology[J]. Traffic (Copenhagen,Denmark), 2001,2(11): 764-774. |
[50] | COSKUN A F , SENCAN I , SU T W ,et al. Lensfree fluorescent on-chip imaging of transgenic caenorhabditis elegans over an ultra-wide field-of-view[J]. Plos One, 2011,6(1):9. |
[51] | GREENBAUM A , ZHANG Y B , FEIZI A ,et al. Wide-field computational imaging of pathology slides using lens-free on-chip microscopy[J]. Science Translational Medicine, 2014,6(267):10. |
[52] | SASAGAWA K , KIM S H , MIYAZAWA K ,et al. Dual-mode lensless imaging device for digital enzyme linked immunosorbent assay[C]// Frontiers in Biological Detection:From Nanosensors to Systems Vi Spie-Int Soc Optical Engineering, 2014. |
[53] | IMAI K , NISHIGAKI M , ONOZUKA Y ,et al. A lens-freesingle-shot fluorescent imaging system using CMOS image sensors with dielectric multilayer filter[M]. Piscataway: IEEE PressPress, 2017. |
[54] | LEE S A , OU X Z , LEE J E ,et al. Chip-scale fluorescence microscope based on a silo-filter complementary metal-oxide semiconductor image sensor[J]. Optics Letters, 2013,38(11): 1817-1819. |
[55] | MUDRABOYINA A K , BLOCKSTEIN L , LUK C C ,et al. A novel lensless miniature contact imaging system for monitoring calcium changes in live neurons[J]. IEEE Photonics Journal, 2014,6(1):15. |
[56] | BIGGS D S , ANDREWS M . Acceleration of iterative image restoration algorithms[J]. Applied Optics, 1997,36(8): 1766-1775. |
[57] | COSKUN A F , SU T W , OZCAN A . Wide field-of-view lens-free fluorescent imaging on a chip[J]. Lab on a Chip, 2010,10(7): 824-827. |
[58] | HAN C , PANG S , BOWER D V ,et al. Wide field-of-view on-chip talbot fluorescence microscopy for longitudinal cell culture monitoring from within the incubator[J]. Analytical Chemistry, 2013,85(4): 2356-2360. |
[59] | TAKEHARA H , NAGASAKI M , SASAGAWA K ,et al. Micro-light-pipe array with an excitation attenuation filter for lensless digital enzyme-linked immunosorbent assay[J]. Japanese Journal of Applied Physics, 2016,55(3):9. |
[60] | AMOLINS K , ZHANG Y , DARE P . Wavelet based image fusion techniques-an introduction,review and comparison[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2007,62(4): 249-263. |
[61] | LEE S A , ERATH J , ZHENG G A ,et al. Imaging and identification of waterborne parasites using a chip-scale microscope[J]. Plos One, 2014,9(2):5. |
[62] | PANG S , CUI X Q , DEMODENA J ,et al. Implementation of a color-capable optofluidic microscope on a RGB CMOS color sensor chip substrate[J]. Lab on a Chip, 2010,10(4): 411-414. |
[63] | GREENBAUM A , FEIZI A , AKBARI N ,et al. Wide-field computational color imaging using pixel super-resolved on-chip microscopy[J]. Optics Express, 2013,21(10): 12469-12483. |
[64] | GREENBAUM A , AKBARI N , FEIZI A ,et al. Field-portable pixel super-resolution colour microscope[J]. Plos One, 2013,8(9):9. |
[65] | WU Y C , ZHANG Y B , LUO W ,et al. Demosaiced pixel super-resolution for multiplexed holographic color imaging[J]. Scientific Reports, 2016,6:9. |
[66] | ZHANG Y B , WU Y C , ZHANG Y ,et al. Fusion of lens-free microscopy and mobile-phone microscopy images for high-color-accuracy and high-resolution pathology imaging[C]// Optics and Biophotonics in Low-Resource Settings III Spie-Int Soc Optical Engineering, 2017. |
[67] | MCLEOD E , NGUYEN C , HUANG P ,et al. Tunable vapor-condensed nanolenses[J]. ACS Nano, 2014,8(7): 7340-7349. |
[68] | FEIZI A , ZHANG Y B , GREENBAUM A ,et al. Rapid,portable and cost-effective yeast cell viability and concentration analysis using lensfree on-chip microscopy and machine learning[J]. Lab on a Chip, 2016,16(22): 4350-4358. |
[69] | HUANG X W , WANG X L , YAN M ,et al. A robust recognition error recovery for micro-flow cytometer by machine-learning enhanced single-frame super-resolution processing[J]. Integration—The VLSI Journal, 2015,51: 208-218. |
[70] | COSTA F F . Big data in biomedicine[J]. Drug Discovery Today, 2014,19(4): 433-440. |
[1] | Zhu WANG, Hualei ZHANG, Qianhong HU, Zhiwen YU. An environment adaptive gesture recognition system based on visible light [J]. Chinese Journal on Internet of Things, 2023, 7(2): 15-25. |
[2] | Wenchang LIU, Yun WEI, Haoxuan YUAN, Yue GAO. Research on medical small sample data classification based on SMOTE and gcForest [J]. Chinese Journal on Internet of Things, 2023, 7(2): 76-87. |
[3] | Yuting ZENG, Suzhi BI, Lili ZHENG, Xiaohui LIN, Hui WANG. Scenario-adaptive wireless fall detection system based on few-shot learning [J]. Chinese Journal on Internet of Things, 2023, 7(2): 118-132. |
[4] | Kai JIANG, Yue CAO, Huan ZHOU, Xuefeng REN, Yongdong ZHU, Hai LIN. Edge intelligence empowered internet of vehicles: concept, framework, issues, implementation, and prospect [J]. Chinese Journal on Internet of Things, 2023, 7(1): 37-48. |
[5] | Peiyan YUAN, Saike SHAO, Ran WEI, Junna ZHANG, Xiaoyan ZHAO. Research on the cooperative offloading strategy of sensory data based on delay and energy constraints [J]. Chinese Journal on Internet of Things, 2023, 7(1): 109-117. |
[6] | Lin SU, Xiaochao DANG, Zhanjun HAO, Chunrui RU, Xu SHANG. Dynamic adaptive offloading method based on WPT-MEC [J]. Chinese Journal on Internet of Things, 2022, 6(4): 128-138. |
[7] | Jiahui GUO, Zhuoyue CHEN, Wei GAO, Xijun WANG, Xinghua SUN, Lin GAO. Clients selection method based on knapsack model in federated learning [J]. Chinese Journal on Internet of Things, 2022, 6(4): 158-168. |
[8] | Yangqun LI, Dengyin ZHANG. Research and application of Web of things resource management framework [J]. Chinese Journal on Internet of Things, 2022, 6(2): 50-64. |
[9] | Dan LUO, Ruzhi XU, Zhitao GUAN. Differential privacy budget optimization based on deep learning in IoT [J]. Chinese Journal on Internet of Things, 2022, 6(2): 65-76. |
[10] | Fenfang LI, Xiaochao DANG, Zhanjun HAO. Weighted mixed regression localization method based on three-dimensional Voronoi diagram division [J]. Chinese Journal on Internet of Things, 2022, 6(2): 106-116. |
[11] | Juan FANG, Zhiyuan YE, Mengyuan ZHANG, Jiamei SHI, Ziyi TENG. Research on elite hierarchical task offloading strategy based on reinforcement learning in edge-cloud collaboration scenario [J]. Chinese Journal on Internet of Things, 2022, 6(1): 91-100. |
[12] | Yi ZHOU, Shuting HU, Wei LI, Nan CHENG, Ning LU, Xuemin(Sherman) SHEN. Graph neural network driven traffic prediction technology:review and challenge [J]. Chinese Journal on Internet of Things, 2021, 5(4): 1-16. |
[13] | Jiahua MA, Xinghua SUN, Wenchao XIA, Xijun WANG, Hongzhou TAN, Hongbo ZHU. Node selection based on label quantity information in federated learning [J]. Chinese Journal on Internet of Things, 2021, 5(4): 46-53. |
[14] | Minmin MAO, Jiaqi JU, Yuling OUYANG, Yan JIN. Design and implementation of NB-IoT based environmental temperature and humidity monitoring system [J]. Chinese Journal on Internet of Things, 2021, 5(4): 99-106. |
[15] | Ganlin ZHAO, Chang YU, Jianfu ZHANG, Jianxin YANG, Pingfa FENG, Qun SHEN. Inspection method for cable assembly quality based on AR virtual-real image attention mechanism [J]. Chinese Journal on Internet of Things, 2021, 5(3): 27-38. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|