[1] |
Lichtman J W, Conchello J A. Fluorescence microscopy [J]. Nature Methods, 2005, 2(12): 910-919. |
[2] |
Renz M. Fluorescence microscopy-a historical and technical perspective: Fluorescence microscopy [J]. Cytometry Part A, 2013, 83(9): 767-779. |
[3] |
Agard D A, Hiraoka Y, Shaw P, et al. Chapter 13 Fluorescence Microscopy in Three Dimensions[M]//Methods in Cell Biology, 1989, 30: 353–377. |
[4] |
Gustafsson M G L, Webb W W. Nonlinear Structured-illumination microscopy: wide-field fluorescence imaging with theoretically unlimited resolution [J]. Proceedings of the National Academy of Sciences of the United States of America, 2005, 102(37): 13081-13086. |
[5] |
Willig K I, Rizzoli S O, Westphal V, et al. STED microscopy reveals that synaptotagmin remains clustered after synaptic vesicle exocytosis [J]. Nature, 2006, 440(7086): 935-939. |
[6] |
Hell S W, Wichmann J. Breaking the diffraction resolution limit by stimulated emission: stimulated-emission-depletion fluorescence microscopy [J]. Optics Letters, 1994, 19(11): 780. |
[7] |
Hess S T, Girirajan T P K, Mason M D. Ultra-high resolution imaging by fluorescence photoactivation localization microscopy [J]. Biophysical Journal, 2006, 91(11): 4258-4272. |
[8] |
Bagnell C R. Chapter 10 Phase Contrast[M]. US: UNC School of Medicine, 2012. |
[9] |
Li J, Chen Q, Sun J, et al. Multimodal computational microscopy based on transport of intensity equation [J]. Journal of Biomedical Optics, 2016, 21(12): 126003. |
[10] |
Eils R, Athale C. Computational imaging in cell biology [J]. Journal of Cell Biology, 2003, 161(3): 477-481. |
[11] |
Mait J N, Euliss G W, Athale R A. Computational imaging [J]. Advances in Optics and Photonics, 2018, 10(2): 409. |
[12] |
Fan Y, Li J, Lu L, et al. Smart computational light microscopes (SCLMs) of smart computational imaging laboratory (SCILab) [J]. PhotoniX, 2021, 2(1): 19. |
[13] |
Lu L, Fan Y, Sun J, et al. Accurate quantitative phase imaging by the transport of intensity equation: a mixed-transfer-function approach [J]. Optics Letters, 2021, 46(7): 1740. |
[14] |
Zhang R, Cai Z, Sun J, et al. Optical-field coherence measurement and its application in computational imaging [J]. Laser & Optoelectronics Progress, 2021, 58(18): 1811003. (in Chinese) |
[15] |
Loterie D, Farahi S, Papadopoulos I, et al. Digital confocal microscopy through a multimode fiber [J]. Optics Express, 2015, 23(18): 23845. |
[16] |
Bianchi S, Di Leonardo R. A multi-mode fiber probe for holographic micromanipulation and microscopy [J]. Lab Chip, 2012, 12(3): 635-639. |
[17] |
Zuo C, Chen Q, Asundi A. Boundary-artifact-free phase retrieval with the transport of intensity equation: fast solution with use of discrete cosine transform [J]. Optics Express, 2014, 22(8): 9220. |
[18] |
Fan Y, Sun J, Chen Q, et al. Adaptive denoising method for Fourier ptychographic microscopy [J]. Optics Communi-cations, 2017, 404: 23-31. |
[19] |
Chowdhury S, Dhalla A H, Izatt J. Structured oblique illumination microscopy for enhanced resolution imaging of non-fluorescent, coherently scattering samples [J]. Biomedical Optics Express, 2012, 3(8): 1841. |
[20] |
Ford T N, Chu K K, Mertz J. Phase-gradient microscopy in thick tissue with oblique back-illumination [J]. Nature Methods, 2012, 9(12): 1195-1197. |
[21] |
Sugimoto R, Maruyama R, Tamada Y, et al. Contrast enhancement by oblique illumination microscopy with an LED array [J]. Optik, 2019, 183: 92-98. |
[22] |
Rodenburg J M, Faulkner H M L. A phase retrieval algorithm for shifting illumination [J]. Applied Physics Letters, 2004, 85(20): 4795-4797. |
[23] |
Jin H, Liu J. Research on WiFi-based wireless microscopy on a mobile phone and its application [J]. Chinese Journal of Medical Instrumentation, 2012, 36(6): 391-395. |
[24] |
Yuan Y, Liu J. Mobile phone based wireless microscopy imaging technology [J]. Chinese Journal of Medical Instrumentation, 2011, 35(2): 79-82. |
[25] |
Quesada-González D, Merkoçi A. Mobile phone-based biosensing: An emerging “diagnostic and communication” technology [J]. Biosensors and Bioelectronics, 2017, 92: 549-562. |
[26] |
Roda A, Michelini E, Zangheri M, et al. Smartphone-based biosensors: A critical review and perspectives [J]. TrAC Trends in Analytical Chemistry, 2016, 79: 317-325. |
[27] |
Pfeil J, Dangelat L N, Frohme M, et al. Smartphone based mobile microscopy for diagnostics [J]. Journal of Cellular Biotechnology, 2018, 4: 57-65. |
[28] |
Kanchi S, Sabela M I, Mdluli P S, et al. Smartphone based bioanalytical and diagnosis applications: A review [J]. Biosensors and Bioelectronics, 2018, 102: 136-149. |
[29] |
Vashist S K, Mudanyali O, Schneider E M, et al. Cellphone-based devices for bioanalytical sciences [J]. Analytical and Bioanalytical Chemistry, 2014, 406(14): 3263-3277. |
[30] |
Geng Z, Zhang X, Fan Z, et al. Recent progress in optical biosensors based on smartphone platforms [J]. Sensors, 2017, 17(11): 2449. |
[31] |
McCracken K E, Yoon J-Y. Recent approaches for optical smartphone sensing in resource-limited settings: a brief review [J]. Analytical Methods, 2016, 8(36): 6591-6601. |
[32] |
Contreras-Naranjo J C, Wei Q, Ozcan A. Mobile phone-based microscopy, sensing, and diagnostics [J]. IEEE Journal of Selected Topics in Quantum Electronics, 2016, 22(3): 1-14. |
[33] |
Hernández‐Neuta I, Neumann F, Brightmeyer J, et al. Smart-phone‐based clinical diagnostics: Towards democratization of evidence‐based health care [J]. Journal of Internal Medicine, 2019, 285(1): 19-39. |
[34] |
Coulibaly J T, Ouattara M, D’Ambrosio M V, et al. Accuracy of mobile phone and handheld light microscopy for the diagnosis of schistosomiasis and intestinal protozoa infections in côte d’ivoire [J]. PLOS Neglected Tropical Diseases, 2016, 10(6): e0004768. |
[35] |
Huang X, Xu D, Chen J, et al. Smartphone-based analytical biosensors [J]. The Analyst, 2018, 143(22): 5339-5351. |
[36] |
Huang C. Identification of authenticity of Chinese Herbal Pieces by smartphone microscope [J]. China Pharmaceuticals, 2018, 27(22): 21-25. |
[37] |
Shen L, Hagen J A, Papautsky I. Point-of-care colorimetric detection with a smartphone [J]. Lab on a Chip, 2012, 12(21): 4240. |
[38] |
Sowerby S J, Crump J A, Johnstone M C, et al. Smartphone microscopy of parasite eggs accumulated into a single field of view [J]. The American Journal of Tropical Medicine and Hygiene, 2016, 94(1): 227-230. |
[39] |
Yang P, Zhou L, Xian Q, et al. Application of microscope imaging with smartphones in the teaching of pathology [J]. Basic Medical Education, 2017, 19(10): 787-789. |
[40] |
Breslauer D N, Maamari R N, Switz N A, et al. Mobile phone based clinical microscopy for global health applications [J]. PLOS ONE, 2009, 4(7): e6320. |
[41] |
Banik S, Melanthota S K, Arbaaz, et al. Recent trends in smartphone-based detection for biomedical applications: a review [J]. Analytical and Bioanalytical Chemistry, 2021, 413(9): 2389-2406. |
[42] |
Jahan-Tigh R R, Chinn G M, Rapini R P. A comparative study between smartphone-based microscopy and conventional light microscopy in 1021 dermatopathology specimens [J]. Archives of Pathology & Laboratory Medicine, 2016, 140(1): 86-90. |
[43] |
Chen W, Yao Y, Chen T, et al. Application of smartphone-based spectroscopy to biosample analysis: A review [J]. Biosensors and Bioelectronics, 2021, 172: 112788. |
[44] |
Alawsi T, Al‐Bawi Z. A review of smartphone point‐of‐care adapter design [J]. Engineering Reports, 2019, 1(2): e12039. |
[45] |
Dendere R, Myburg N, Douglas T S. A review of cellphone microscopy for disease detection: [J]. Journal of Microscopy, 2015, 260(3): 248-259. |
[46] |
Naqvi A, Manglik N, Dudrey E, et al. Evaluating the performance of a low-cost mobile phone attachable microscope in cervical cytology [J]. BMC Women’s Health, 2020, 20(1): 60. |
[47] |
Ame S M, Utzinger J, Bogoch I I, et al. Mobile phone microscopy for the diagnosis of soil-transmitted helminth infections: A proof-of-concept study [J]. The American Journal of Tropical Medicine and Hygiene, 2013, 88(4): 626-629. |
[48] |
Ozcan A. Mobile phones democratize and cultivate next-generation imaging, diagnostics and measurement tools [J]. Lab Chip, 2014, 14(17): 3187-3194. |
[49] |
Zhao W, Tian S, Huang L, et al. A smartphone-based biomedical sensory system [J]. The Analyst, 2020, 145(8): 2873-2891. |
[50] |
Çelik S, Aridogan I A, Izol V, et al. An evaluation of the effects of long-term cell phone use on the testes via light and electron microscope analysis [J]. Urology, 2012, 79(2): 346-350. |
[51] |
Waliullah A S M. Study on blood cell counting using mobile phone-based portable microscope [J]. International Journal of Clinical and Biomedical Research, 2018, 4(3): 76-79. |
[52] |
Greb C. Infinity optical systems [J]. Optik & Photonik, 2016, 11(1): 34-37. |
[53] |
Zhu W, Gong C, Kulkarni N, et al. Smartphone-based Microscopes[M]//Jeong-Yeol Yoon. Smartphone Based Medical Diagnostics. Academic Press, 2020: 159–175. |
[54] |
Zuo C, Sun J, Li J, et al. High-resolution transport-of-intensity quantitative phase microscopy with annular illumination [J]. Scientific Reports, 2017, 7(1): 7654. |
[55] |
Sun J, Zhang Y, Chen Q, et al. Fourier ptychographic microscopy: Theory, advances, and applications [J]. Acta Optica Sinica, 2016, 36(10): 1011005. (in Chinese) |
[56] |
Sun J, Chen Q, Zhang Y, et al. Efficient positional misalignment correction method for Fourier ptychographic microscopy [J]. Biomedical Optics Express, 2016, 7(4): 1336. |
[57] |
Shan Y, Wang B, Huang H, et al. On-site quantitative Hg2+ measurements based on selective and sensitive fluorescence biosensor and miniaturized smartphone fluorescence microscope [J]. Biosensors and Bioelectronics, 2019, 132: 238-247. |
[58] |
Shrivastava S, Lee W I, Lee N E. Culture-free, highly sensitive, quantitative detection of bacteria from minimally processed samples using fluorescence imaging by smartphone [J]. Biosensors and Bioelectronics, 2018, 109: 90-97. |
[59] |
Shrestha R, Duwal R, Wagle S, et al. A smartphone microscope method for simultaneous detection of (oo)cyst of Cryptosporodium and Giardia[Z/OL]. bioRXi. [2020-04-11]. https://www.biorxiv.org/content/10.1101/2020.04.09.035147v2.article-info. |
[60] |
Bidney G W, Brettin A, Jin B, et al. Improving cellphone microscopy imaging with contact ball lenses[C]//2019 IEEE National Aerospace and Electronics Conference (NAECON), 2019: 672–674. |
[61] |
Smith Z J, Chu K, Espenson A R, et al. Cell-phone-based platform for biomedical device development and education applications [J]. PLOS ONE, 2011, 6(3): e17150. |
[62] |
Bogoch I I, Koydemir H C, Tseng D, et al. Evaluation of a mobile phone-based microscope for screening of schistosoma haematobium infection in rural ghana [J]. The American Journal of Tropical Medicine and Hygiene, 2017, 96(6): 1468-1471. |
[63] |
Zeng Y, Jin K, Li J, et al. A low cost and portable smartphone microscopic device for cell counting [J]. Sensors and Actuators A: Physical, 2018, 274: 57-63. |
[64] |
Agbana T E, Diehl J C, van Pul F, et al. Imaging & identification of malaria parasites using cellphone microscope with a ball lens [J]. PLOS ONE, 2018, 13(10): e0205020. |
[65] |
İçöz K. Image processing and cell phone microscopy to analyze the immunomagnetic beads on micro-contact printed gratings [J]. Applied Sciences, 2016, 6(10): 279. |
[66] |
Arpa A, Wetzstein G, Lanman D, et al. Single lens off-chip cellphone microscopy[C]// 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshop, 2012: 23–28. |
[67] |
Felton E J, Velasquez A, Lu S, et al. Detection and quantification of subtle changes in red blood cell density using a cell phone [J]. Lab on a Chip, 2016, 16(17): 3286-3295. |
[68] |
Huang H, Zhao Y. Smartphone based focus-free macroscopy using an adaptive droplet lens[C]//2018 Solid-State, Actuators, and Microsystems Workshop Technical Digest, 2018: 334–337. |
[69] |
Huang S, Zhang Y, Pan M, et al. Design and realization of a portable microscopy based on liquid micro-lens [J]. Optical Instruments, 2021, 43(2): 72-78. |
[70] |
Fuh Y-K, Chen P-W, Lai Z-H. Mechanically tunable aspheric lenses via additive manufacture of hanging elastomeric droplets for microscopic applications [J]. Journal of Modern Optics, 2016, 63(12): 1129-1135. |
[71] |
Pechprasarn S, Kaewsonthaya L, Thipla K, et al. Performance characterization of aspheric polymer lens formed by gravity and surface tension: A high magnification portable microscope for smartphone and tablet[C]//2016 9th Biomedical Engineering International Conference (BMEiCON), 2016: 1–4. |
[72] |
Fuh Y K, Chen P W. Novel dual-function lens with microscopic and vari-focus capability incorporated with an aberration-suppression aspheric lens [J]. Optics Express, 2015, 23(17): 21771. |
[73] |
Sung Y L, Jeang J, Lee C H, et al. Fabricating optical lenses by inkjet printing and heat-assisted in situ curing of polydimethylsiloxane for smartphone microscopy [J]. Journal of Biomedical Optics, 2015, 20(4): 047005. |
[74] |
Sung Y, Campa F, Shih W C. Open-source do-it-yourself multi-color fluorescence smartphone microscopy [J]. Biomedical Optics Express, 2017, 8(11): 5075-5086. |
[75] |
Fuh Y K, Lai Z H, Kau L H, et al. A lab-on-phone instrument with varifocal microscope via a Liquid-actuated Aspheric Lens (LAL) [J]. PLOS ONE, 2017, 12(6): e0179389. |
[76] |
Switz N A, D’Ambrosio M V, Fletcher D A. Low-cost mobile phone microscopy with a reversed mobile phone camera lens [J]. PLOS ONE, 2014, 9(5): e95330. |
[77] |
D’Ambrosio M V, Bakalar M, Bennuru S, et al. Point-of-care quantification of blood-borne filarial parasites with a mobile phone microscope [J]. Science Translational Medicine, 2015, 7(286): 286re4. |
[78] |
Kim J H, Joo H G, Kim T H, et al. A smartphone-based fluorescence microscope utilizing an external phone camera lens module [J]. Bio Chip Journal, 2015, 9(4): 285-292. |
[79] |
Kheireddine S, Perumal S A, Smith Z J, et al. Dual-phone illumination-imaging system for high resolution and large field of view multi-modal microscopy [J]. Lab on a Chip, 2019, 19(5): 825-836. |
[80] |
Zuo C, Chen Q, Qu W, et al. High-speed transport-of-intensity phase microscopy with an electrically tunable lens [J]. Optics Express, 2013, 21(20): 24060. |
[81] |
Li J, Matlock A, Li Y, et al. High-speed in vitro intensity diffraction tomography [J]. Advanced Photonics, 2019, 1(6): 066004. |
[82] |
Cybulski J S, Clements J, Prakash M. Foldscope: Origami-based paper microscope [J]. PLOS ONE, 2014, 9(6): e98781. |
[83] |
Zhang Jialin, Chen Qian, Zhang Xiangyu, et al. Lens-free on-chip microscopy: Theory, advances, and applications [J]. Infrared and Laser Engineering, 2019, 48(6): 0603009. (in Chinese) |
[84] |
Ozcan A, McLeod E. Lensless imaging and sensing [J]. Annual Review of Biomedical Engineering, 2016, 18(1): 77-102. |
[85] |
Zhang J, Chen Q, Li J, et al. Lensfree dynamic super-resolved phase imaging based on active micro-scanning [J]. Optics Letters, 2018, 43(15): 3714-3717. |
[86] |
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. |
[87] |
Tseng D, Mudanyali O, Oztoprak C, et al. Lensfree microscopy on a cellphone [J]. Lab on a Chip, 2010, 10(14): 1787-1792. |
[88] |
Lee S A, Yang C. A smartphone-based chip-scale microscope using ambient illumination [J]. Lab on a Chip, 2014, 14(16): 3056-3063. |
[89] |
Isikman S O, Bishara W, Mavandadi S, et al. Lens-free optical tomographic microscope with a large imaging volume on a chip [J]. Proceedings of the National Academy of Sciences, 2011, 108(18): 7296-7301. |
[90] |
Pech-Pacheco J L, Cristobal G, Chamorro-Martinez J, et al. Diatom autofocusing in brightfield microscopy: a comparative study[C]//Proceedings 15th International Conference on Pattern Recognition, 2000, 3: 314-317. |
[91] |
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. |
[92] |
Su T W, Isikman S O, Bishara W, et al. Multi-angle lensless digital holography for depth resolved imaging on a chip [J]. Optics Express, 2010, 18(9): 9690-9711. |
[93] |
Zhu H, Sencan I, Wong J, et al. Cost-effective and rapid blood analysis on a cell-phone [J]. Lab on a Chip, 2013, 13(7): 1282-1288. |
[94] |
Navruz I, Coskun A F, Wong J, et al. Smart-phone based computational microscopy using multi-frame contact imaging on a fiber-optic array [J]. Lab on a Chip, 2013, 13(20): 4015-4023. |
[95] |
Wei Q, Luo W, Chiang S, et al. Imaging and sizing of single DNA molecules on a mobile phone [J]. ACS Nano, 2014, 8(12): 12725-12733. |
[96] |
Phillips Z F, D’Ambrosio M V, Tian L, et al. Multi-contrast imaging and digital refocusing on a mobile microscope with a domed LED array [J]. PLOS ONE, 2015, 10(5): e0124938. |
[97] |
Skandarajah A, Reber C D, Switz N A, et al. Quantitative imaging with a mobile phone microscope [J]. PLOS ONE, 2014, 9(5): e96906. |
[98] |
Amin R, Knowlton S, Yenilmez B, et al. Smart-phone attachable, flow-assisted magnetic focusing device [J]. RSC Advances, 2016, 6(96): 93922-93931. |
[99] |
Im H, Castro C M, Shao H, et al. Digital diffraction analysis enables low-cost molecular diagnostics on a smartphone [J]. Proceedings of the National Academy of Sciences, 2015, 112(18): 5613-5618. |
[100] |
Bastawrous A, Armstrong M J. Mobile health use in low- and high-income countries: An overview of the peer-reviewed literature [J]. Journal of the Royal Society of Medicine, 2013, 106(4): 130-142. |
[101] |
Zimic M, Coronel J, Gilman R H, et al. Can the power of mobile phones be used to improve tuberculosis diagnosis in developing countries? [J]. Transactions of the Royal Society of Tropical Medicine and Hygiene, 2009, 103(6): 638-640. |
[102] |
Rabha D, Sarmah A, Nath P. Design of a 3D printed smartphone microscopic system with enhanced imaging ability for biomedical applications [J]. Journal of Microscopy, 2019, 276(1): 13-20. |
[103] |
Wan X, Tao X. Design of a cell phone lens-based miniature microscope with configurable magnification ratio [J]. Applied Sciences, 2021, 11(8): 3392. |
[104] |
Zuo C, Huang L, Zhang M, et al. Temporal phase unwrapping algorithms for fringe projection profilometry: A comparative review [J]. Optics and Lasers in Engineering, 2016, 85: 84-103. |
[105] |
Smith T W, Colby S A. Teaching for deep learning [J]. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 2007, 80(5): 205-210. |
[106] |
Deng L. Deep learning: methods and applications [J]. Foundations and Trends in Signal Processing, 2014, 7(3-4): 197-387. |
[107] |
Angermueller C, Pärnamaa T, Parts L, et al. Deep learning for computational biology [J]. Molecular Systems Biology, 2016, 12(7): 878. |
[108] |
Schmidhuber J. Deep learning in neural networks: An overview [J]. Neural Networks, 2015, 61: 85-117. |
[109] |
LeCun Y, Bengio Y, Hinton G. Deep learning [J]. Nature, 2015, 521(7553): 436-444. |
[110] |
Rabha D, Biswas S, Chamuah N, et al. Wide-field multi-modal microscopic imaging using smartphone [J]. Optics and Lasers in Engineering, 2021, 137: 106343. |
[111] |
Hoffman D P, Slavitt I, Fitzpatrick C A. The promise and peril of deep learning in microscopy [J]. Nature Methods, 2021, 18(2): 131-132. |
[112] |
Rivenson Y, Göröcs Z, Günaydin H, et al. Deep learning microscopy [J]. Optica, 2017, 4(11): 1437. |
[113] |
Ouyang W, Aristov A, Lelek M, et al. Deep learning massively accelerates super-resolution localization microscopy [J]. Nature Biotechnology, 2018, 36(5): 460-468. |
[114] |
Oktay A B, Gurses A. Automatic detection, localization and segmentation of nano-particles with deep learning in microscopy images [J]. Micron, 2019, 120: 113-119. |
[115] |
Kraus O Z, Grys B T, Ba J, et al. Automated analysis of high‐content microscopy data with deep learning [J]. Molecular Systems Biology, 2017, 13(4): 924. |
[116] |
Liu Z, Jin L, Chen J, et al. A survey on applications of deep learning in microscopy image analysis [J]. Computers in Biology and Medicine, 2021, 134: 104523. |
[117] |
Rivenson Y, Ceylan Koydemir H, Wang H, et al. Deep learning enhanced mobile-phone microscopy [J]. ACS Photonics, 2018, 5(6): 2354-2364. |
[118] |
de Haan K, Ceylan Koydemir H, Rivenson Y, et al. Automated screening of sickle cells using a smartphone-based microscope and deep learning [J]. Digital Medicine, 2020, 3(1): 76. |
[119] |
Bian Y, Jiang Y, Huang Y, et al. Smart-phone phase contrast microscope with a singlet lens and deep learning [J]. Optics & Laser Technology, 2021, 139: 106900. |
[120] |
Wang P, Di J. Deep learning-based object classification through multimode fiber via a CNN-architecture SpeckleNet [J]. Applied Optics, 2018, 57(28): 8258. |
[121] |
Wang K, Li Y, Kemao Q, et al. One-step robust deep learning phase unwrapping [J]. Optics Express, 2019, 27(10): 15100. |
[122] |
Fan Y, Sun J, Chen Q, et al. Optimal illumination scheme for isotropic quantitative differential phase contrast microscopy [J]. Photonics Research, 2019, 7(8): 890. |
[123] |
Li J, Chen Q, Sun J, et al. Optimal illumination pattern for transport-of-intensity quantitative phase microscopy [J]. Optics Express, 2018, 26(21): 27599. |
[124] |
Li J, Chen Q, Zhang J, et al. Optical diffraction tomography microscopy with transport of intensity equation using a light-emitting diode array [J]. Optics and Lasers in Engineering, 2017, 95: 26-34. |
[125] |
Zuo C, Chen Q, Sun J, et al. Non-Interferometric phase retrieval and quantitative phase microscopy based on transport of intensity equation: A review [J]. Chinese Journal of Lasers, 2016, 43(6): 0609002. (in Chinese) |
[126] |
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. |
[127] |
Knowlton S M, Sencan I, Aytar Y, et al. Sickle cell detection using a smartphone [J]. Scientific Reports, 2015, 5(1): 15022. |
[128] |
Hutchison J R, Erikson R L, Sheen A M, et al. Reagent-free and portable detection of Bacillus anthracis spores using a microfluidic incubator and smartphone microscope [J]. The Analyst, 2015, 140(18): 6269-6276. |
[129] |
Orth A, Wilson E R, Thompson J G, et al. A dual-mode mobile phone microscope using the onboard camera flash and ambient light [J]. Scientific Reports, 2018, 8(1): 3298. |
[130] |
Cai F, Wang T, Lu W, et al. High-resolution mobile bio-microscope with smartphone telephoto camera lens [J]. Optik, 2020, 207: 164449. |
[131] |
Kheireddine S, Smith Z J, Nicolau D V, et al. Simple adaptive mobile phone screen illumination for dual phone differential phase contrast (DPDPC) microscopy [J]. Biomedical Optics Express, 2019, 10(9): 4369. |
[132] |
Dönmez S İ, Needs S H, Osborn H M I, et al. Label-free smartphone quantitation of bacteria by darkfield imaging of light scattering in fluoropolymer micro capillary film allows portable detection of bacteriophage lysis [J]. Sensors and Actuators B: Chemical, 2020, 323: 128645. |
[133] |
Li Zhenyu. Miniature optofluidic darkfield microscope for biosensing [C]//SPIE Optical Engineering + Applications, International Society for Optics and Photonics, 2014, 9198: 91980G. |
[134] |
Sun D, Hu T Y. A low cost mobile phone dark-field microscope for nanoparticle-based quantitative studies [J]. Biosensors and Bioelectronics, 2018, 99: 513-518. |
[135] |
Ogasawara Y, Sugimoto R, Maruyama R, et al. Mobile-phone-based Rheinberg microscope with a light-emitting diode array [J]. Journal of Biomedical Optics, 2018, 24(3): 1-6. |
[136] |
Jung D, Choi J-H, Kim S, et al. Smartphone-based multi-contrast microscope using color-multiplexed illumination [J]. Scientific Reports, 2017, 7(1): 7564. |
[137] |
Watanabe W, Koda K, Uenoyama S, et al. Image acquisition with smartphone-based LED array microscope [C]//Biomedical Imaging and Sensing Conference, 2018: 107111Z. |
[138] |
Zuo C, Chen Q, Yu Y, et al. Transport-of-intensity phase imaging using Savitzky-Golay differentiation filter - theory and applications [J]. Optics Express, 2013, 21(5): 5346. |
[139] |
Fan Y, Sun J, Chen Q, et al. Single-shot isotropic quantitative phase microscopy based on color-multiplexed differential phase contrast [J]. APL Photonics, 2019, 4(12): 121301. |
[140] |
Sun J, Zuo C, Zhang L, et al. Resolution-enhanced Fourier ptychographic microscopy based on high-numerical-aperture illuminations [J]. Scientific Reports, 2017, 7(1): 1187. |
[141] |
Lu L, Sun J, Zhang J, et al. Quantitative phase imaging camera with a weak diffuser [J]. Frontiers in Physics, 2019, 7: 77. |
[142] |
Fan Y, Chen Q, Sun J, et al. Review of the development of differential phase contrast microscopy [J]. Infrared and Laser Engineering, 2019, 48(6): 0603014. (in Chinese) |
[143] |
Hamilton D K, Sheppard C J R, Wilson T. Improved imaging of phase gradients in scanning optical microscopy [J]. Journal of Microscopy, 1984, 135(3): 275-286. |
[144] |
Zheng G, Horstmeyer R, Yang C. Wide-field, high-resolution Fourier ptychographic microscopy [J]. Nature Photonics, 2013, 7(9): 739-745. |
[145] |
Tian L, Waller L. Quantitative differential phase contrast imaging in an LED array microscope [J]. Optics Express, 2015, 23(9): 11394. |
[146] |
Zuo C, Sun J, Feng S, et al. Programmable aperture microscopy: A computational method for multi-modal phase contrast and light field imaging [J]. Optics and Lasers in Engineering, 2016, 80: 24-31. |
[147] |
Zuo C, Sun J, Feng S, et al. Programmable colored illumination microscopy (PCIM): A practical and flexible optical staining approach for microscopic contrast enhancement [J]. Optics and Lasers in Engineering, 2016, 78: 35-47. |
[148] |
Cao L, Wang Z, Zong S, et al. Volume holographic polymer of photochromic diarylethene for updatable three-dimensional display [J]. Journal of Polymer Science Part B: Polymer Physics, 2016, 54(20): 2050-2058. |
[149] |
Di J, Li Y, Xie M, et al. Dual-wavelength common-path digital holographic microscopy for quantitative phase imaging based on lateral shearing interferometry [J]. Applied Optics, 2016, 55(26): 7287. |
[150] |
Dan D, Lei M, Yao B, et al. DMD-based LED-illumination super-resolution and optical sectioning microscopy [J]. Scientific Reports, 2013, 3(1): 1116. |
[151] |
Zhao Y, Cao L, Zhang H, et al. Accurate calculation of computer-generated holograms using angular-spectrum layer-oriented method [J]. Optics Express, 2015, 23(20): 25440. |
[152] |
Zuo C, Chen Q, Qu W, et al. Noninterferometric single-shot quantitative phase microscopy [J]. Optics Letters, 2013, 38(18): 3538. |
[153] |
Meng X, Huang H, Yan K, et al. Smartphone based hand-held quantitative phase microscope using the transport of intensity equation method [J]. Lab on a Chip, 2017, 17(1): 104-109. |
[154] |
Zuo C, Li J, Sun J, et al. Transport of intensity equation: a tutorial [J]. Optics and Lasers in Engineering, 2020, 135: 106187. |
[155] |
Yang Z, Zhan Q. Single-shot smartphone-based quantitative phase imaging using a distorted grating [J]. PLOS ONE, 2016, 11(7): e0159596. |
[156] |
Gao P, Prunsche B, Zhou L, et al. Background suppression in fluorescence nanoscopy with stimulated emission double depletion [J]. Nature Photonics, 2017, 11(3): 163-169. |
[157] |
Zheng J, Yang Y, Lei M, et al. Fluorescence volume imaging with an axicon: simulation study based on scalar diffraction method [J]. Applied Optics, 2012, 51(30): 7236. |
[158] |
Wei Q, Acuna G, Kim S, et al. Plasmonics enhanced smartphone fluorescence microscopy [J]. Scientific Reports, 2017, 7(1): 2124. |
[159] |
Coskun A F, Nagi R, Sadeghi K, et al. Albumin testing in urine using a smart-phone [J]. Lab on a Chip, 2013, 13(21): 4231. |
[160] |
Cho S, Islas-Robles A, Nicolini A M, et al. In situ, dual-mode monitoring of organ-on-a-chip with smartphone-based fluorescence microscope [J]. Biosensors and Bioelectronics, 2016, 86: 697-705. |
[161] |
Goenka C, Lewis W, Chevres-Fernández L R, et al. Mobile phone-based UV fluorescence microscopy for the identification of fungal pathogens: mobile phone-based uv fluorescence microscopy [J]. Lasers in Surgery and Medicine, 2019, 51(2): 201-207. |
[162] |
Zhu H, Yaglidere O, Su T-W, et al. Cost-effective and compact wide-field fluorescent imaging on a cell-phone [J]. Lab Chip, 2011, 11(2): 315-322. |
[163] |
Müller V, Sousa J M, Ceylan Koydemir H, et al. Identification of pathogenic bacteria in complex samples using a smartphone based fluorescence microscope [J]. RSC Advances, 2018, 8(64): 36493-36502. |
[164] |
Kühnemund M, Wei Q, Darai E, et al. Targeted DNA sequencing and in situ mutation analysis using mobile phone microscopy [J]. Nature Communications, 2017, 8(1): 13913. |
[165] |
Dai B, Jiao Z, Zheng L, et al. Colour compound lenses for a portable fluorescence microscope [J]. Light: Science & Applications, 2019, 8(1): 75. |
[166] |
Koydemir H C, Gorocs Z, Tseng D, et al. Rapid imaging, detection and quantification of Giardia lamblia cysts using mobile-phone based fluorescent microscopy and machine learning [J]. Lab on a Chip, 2015, 15(5): 1284-1293. |
[167] |
Diederich B, Then P, Jügler A, et al. cellSTORM—Cost-effective super-resolution on a cellphone using dSTORM [J]. PLOS ONE, 2019, 14(1): e0209827. |
[168] |
Bellare J R, Davis H T, Miller W G, et al. Polarized optical microscopy of anisotropic media: Imaging theory and simulation [J]. Journal of Colloid and Interface Science, 1990, 136(2): 305-326. |
[169] |
Gordon P, Venancio V P, Mertens-Talcott S U, et al. Portable bright-field, fluorescence, and cross-polarized microscope toward point-of-care imaging diagnostics [J]. Journal of Biomedical Optics, 2019, 24(9): 1. |
[170] |
Pirnstill C W, Coté G L. Malaria Diagnosis using a mobile phone polarized microscope [J]. Scientific Reports, 2015, 5(1): 13368. |