Literature DB >> 27410107

Video-rate processing in tomographic phase microscopy of biological cells using CUDA.

Gili Dardikman, Mor Habaza, Laura Waller, Natan T Shaked.   

Abstract

We suggest a new implementation for rapid reconstruction of three-dimensional (3-D) refractive index (RI) maps of biological cells acquired by tomographic phase microscopy (TPM). The TPM computational reconstruction process is extremely time consuming, making the analysis of large data sets unreasonably slow and the real-time 3-D visualization of the results impossible. Our implementation uses new phase extraction, phase unwrapping and Fourier slice algorithms, suitable for efficient CPU or GPU implementations. The experimental setup includes an external off-axis interferometric module connected to an inverted microscope illuminated coherently. We used single cell rotation by micro-manipulation to obtain interferometric projections from 73 viewing angles over a 180° angular range. Our parallel algorithms were implemented using Nvidia's CUDA C platform, running on Nvidia's Tesla K20c GPU. This implementation yields, for the first time to our knowledge, a 3-D reconstruction rate higher than video rate of 25 frames per second for 256 × 256-pixel interferograms with 73 different projection angles (64 × 64 × 64 output). This allows us to calculate additional cellular parameters, while still processing faster than video rate. This technique is expected to find uses for real-time 3-D cell visualization and processing, while yielding fast feedback for medical diagnosis and cell sorting.

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Year:  2016        PMID: 27410107     DOI: 10.1364/OE.24.011839

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  7 in total

1.  Tomographic phase microscopy: principles and applications in bioimaging [Invited].

Authors:  Di Jin; Renjie Zhou; Zahid Yaqoob; Peter T C So
Journal:  J Opt Soc Am B       Date:  2017       Impact factor: 2.106

2.  Rapid 3D Refractive-Index Imaging of Live Cells in Suspension without Labeling Using Dielectrophoretic Cell Rotation.

Authors:  Mor Habaza; Michael Kirschbaum; Christian Guernth-Marschner; Gili Dardikman; Itay Barnea; Rafi Korenstein; Claus Duschl; Natan T Shaked
Journal:  Adv Sci (Weinh)       Date:  2016-10-21       Impact factor: 16.806

3.  High-resolution 4-D acquisition of freely swimming human sperm cells without staining.

Authors:  Gili Dardikman-Yoffe; Simcha K Mirsky; Itay Barnea; Natan T Shaked
Journal:  Sci Adv       Date:  2020-04-10       Impact factor: 14.136

4.  Automatic detection and characterization of quantitative phase images of thalassemic red blood cells using a mask region-based convolutional neural network.

Authors:  Yang-Hsien Lin; Ken Y-K Liao; Kung-Bin Sung
Journal:  J Biomed Opt       Date:  2020-11       Impact factor: 3.170

5.  Dynamic Tomographic Phase Microscopy by Double Six-Pack Holography.

Authors:  Simcha K Mirsky; Itay Barnea; Natan T Shaked
Journal:  ACS Photonics       Date:  2022-04-08       Impact factor: 7.077

6.  Tomographic flow cytometry by digital holography.

Authors:  Francesco Merola; Pasquale Memmolo; Lisa Miccio; Roberto Savoia; Martina Mugnano; Angelo Fontana; Giuliana D'Ippolito; Angela Sardo; Achille Iolascon; Antonella Gambale; Pietro Ferraro
Journal:  Light Sci Appl       Date:  2017-04-07       Impact factor: 17.782

7.  Head-Mounted Display-Based Microscopic Imaging System with Customizable Field Size and Viewpoint.

Authors:  Tadayoshi Aoyama; Sarau Takeno; Masaru Takeuchi; Yasuhisa Hasegawa
Journal:  Sensors (Basel)       Date:  2020-04-01       Impact factor: 3.576

  7 in total

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