Machine learning based lens-free shadow imaging technique for field-portable cytometry
R Vaghashiya, S Shin, V Chauhan, K Kapadiya… - Biosensors, 2022 - mdpi.com
The lens-free shadow imaging technique (LSIT) is a well-established technique for the
characterization of microparticles and biological cells. Due to its simplicity and cost …
characterization of microparticles and biological cells. Due to its simplicity and cost …
Low-cost telemedicine device performing cell and particle size measurement based on lens-free shadow imaging technology
Recent advances in lens-free shadow imaging technology have enabled a new class of cell
imaging platform, which is a suitable candidate for point-of-care facilities. In this paper, we …
imaging platform, which is a suitable candidate for point-of-care facilities. In this paper, we …
Field-portable leukocyte classification device based on lens-free shadow imaging technique
The complete blood count (CBC) is one of the most important clinical steps in clinical
diagnosis. The instruments used for CBC are usually expensive and bulky and require well …
diagnosis. The instruments used for CBC are usually expensive and bulky and require well …
Lens-free shadow image based high-throughput continuous cell monitoring technique
A high-throughput continuous cell monitoring technique which does not require any labeling
reagents or destruction of the specimen is demonstrated. More than 6000 human alveolar …
reagents or destruction of the specimen is demonstrated. More than 6000 human alveolar …
An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique
Y Fang, N Yu, R Wang, D Su - PloS one, 2017 - journals.plos.org
Routine blood tests provide important basic information for disease diagnoses. The
proportions of three subtypes of white blood cells (WBCs), which are neutrophils …
proportions of three subtypes of white blood cells (WBCs), which are neutrophils …
Staining-free cell viability measurement technique using lens-free shadow imaging platform
Tests for cell viability, ie, an assay quantifying the ratio of viable cells or tissues over the total
cells or tissues within an index between 0 and 1 (or 0 and 100%), play an important role in …
cells or tissues within an index between 0 and 1 (or 0 and 100%), play an important role in …
Human-level blood cell counting on lens-free shadow images exploiting deep neural networks
In point-of-care testing, in-line holographic microscopes paved the way for realizing portable
cell counting systems at marginal cost. To maximize their accuracy, it is critically important to …
cell counting systems at marginal cost. To maximize their accuracy, it is critically important to …
Deep learning method for cell count from transmitted-light microscope
M Lu, W Shi, Z Jiang, B Li, D Ta, X Liu - Journal of Innovative Optical …, 2023 - World Scientific
Automatic cell counting provides an effective tool for medical research and diagnosis.
Currently, cell counting can be completed by transmitted-light microscope, however, it …
Currently, cell counting can be completed by transmitted-light microscope, however, it …
[HTML][HTML] 3D side-scattering imaging flow cytometer and convolutional neural network for label-free cell analysis
Compared with conventional fluorescence biomarker labeling, the classification of cell types
based on their stain-free morphological characteristics enables the discovery of a new …
based on their stain-free morphological characteristics enables the discovery of a new …
High‐throughput lensfree imaging and characterization of a heterogeneous cell solution on a chip
A high‐throughput on‐chip imaging platform that can rapidly monitor and characterize
various cell types within a heterogeneous solution over a depth‐of‐field of∼ 4 mm and a …
various cell types within a heterogeneous solution over a depth‐of‐field of∼ 4 mm and a …