AIMC Topic: Holography

Clear Filters Showing 11 to 20 of 64 articles

Real-time 3D tracking of swimming microbes using digital holographic microscopy and deep learning.

PloS one Apr 26, 2024
The three-dimensional swimming tracks of motile microorganisms can be used to identify their species, which holds promise for the rapid identification of bacterial pathogens. The tracks also provide detailed information on the cells' responses to ext...
Deep Learning Imaging, Three-Dimensional Bacteria Microscopy Holography Quantitative Phase Imaging
View on PubMed DOI

On-chip label-free cell classification based directly on off-axis holograms and spatial-frequency-invariant deep learning.

Scientific reports Jul 31, 2023
We present a rapid label-free imaging flow cytometry and cell classification approach based directly on raw digital holograms. Off-axis holography enables real-time acquisition of cells during rapid flow. However, classification of the cells typicall...
Neural Networks, Computer Algorithms Deep Learning Holography
View on PubMed DOI

Randomness assisted in-line holography with deep learning.

Scientific reports Jul 7, 2023
We propose and demonstrate a holographic imaging scheme exploiting random illuminations for recording hologram and then applying numerical reconstruction and twin image removal. We use an in-line holographic geometry to record the hologram in terms o...
Deep Learning Holography
View on PubMed DOI

Quantitative phase imaging of living red blood cells combining digital holographic microscopy and deep learning.

Journal of biophotonics Jun 23, 2023
Digital holographic microscopy as a non-contacting, non-invasive, and highly accurate measurement technology, is becoming a valuable method for quantitatively investigating cells and tissues. Reconstruction of phases from a digital hologram is a key ...
Humans Neural Networks, Computer Deep Learning Microscopy Erythrocytes Holography
View on PubMed DOI

Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning.

Nature biomedical engineering Jun 22, 2023
A plaque assay-the gold-standard method for measuring the concentration of replication-competent lytic virions-requires staining and usually more than 48 h of runtime. Here we show that lens-free holographic imaging and deep learning can be combined ...
Deep Learning Coloring Agents Virus Replication Holography Viral Plaque Assay
View on PubMed DOI

Deep Learning-Based Framework for Fast and Accurate Acoustic Hologram Generation.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Nov 24, 2022
Acoustic holography has been gaining attention for various applications, such as noncontact particle manipulation, noninvasive neuromodulation, and medical imaging. However, only a few studies on how to generate acoustic holograms have been conducted...
Algorithms Computer Simulation Deep Learning Acoustics Holography
View on PubMed DOI

Virtual Impactor-Based Label-Free Pollen Detection using Holography and Deep Learning.

ACS sensors Nov 22, 2022
Exposure to bio-aerosols such as pollen can lead to adverse health effects. There is a need for a portable and cost-effective device for long-term monitoring and quantification of various types of pollen. To address this need, we present a mobile and...
Deep Learning Particulate Matter Aerosols Holography Pollen
View on PubMed DOI

Classification of Holograms with 3D-CNN.

Sensors (Basel, Switzerland) Oct 31, 2022
A hologram, measured by using appropriate coherent illumination, records all substantial volumetric information of the measured sample. It is encoded in its interference patterns and, from these, the image of the sample objects can be reconstructed i...
Neural Networks, Computer Imaging, Three-Dimensional Holography
View on PubMed DOI

Real-time complex light field generation through a multi-core fiber with deep learning.

Scientific reports May 11, 2022
The generation of tailored complex light fields with multi-core fiber (MCF) lensless microendoscopes is widely used in biomedicine. However, the computer-generated holograms (CGHs) used for such applications are typically generated by iterative algor...
Neural Networks, Computer Algorithms Deep Learning Fiber Optic Technology Holography
View on PubMed DOI

Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions.

IEEE journal of biomedical and health informatics Mar 7, 2022
This study presents a novel approach to automatically perform instant phenotypic assessment of red blood cell (RBC) storage lesion in phase images obtained by digital holographic microscopy. The proposed model combines a generative adversarial networ...
Humans Neural Networks, Computer Aging Deep Learning Image Processing, Computer-Assisted Erythrocytes Holography
View on PubMed DOI
Popular Topics
Recent Journals