Artificial intelligence-enabled quantitative phase imaging methods for life sciences

J Park, B Bai, DH Ryu, T Liu, C Lee, Y Luo, MJ Lee… - Nature …, 2023 - nature.com
Quantitative phase imaging, integrated with artificial intelligence, allows for the rapid and
label-free investigation of the physiology and pathology of biological systems. This review …

On the use of deep learning for phase recovery

K Wang, L Song, C Wang, Z Ren, G Zhao… - Light: Science & …, 2024 - nature.com
Phase recovery (PR) refers to calculating the phase of the light field from its intensity
measurements. As exemplified from quantitative phase imaging and coherent diffraction …

Holographic tomography: techniques and biomedical applications

V Balasubramani, A Kuś, HY Tu, CJ Cheng… - Applied Optics, 2021 - opg.optica.org
Holographic tomography (HT) is an advanced label-free optical microscopic imaging
method used for biological studies. HT uses digital holographic microscopy to record the …

Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network

G Kim, D Ahn, M Kang, J Park, DH Ryu, YJ Jo… - Light: Science & …, 2022 - nature.com
The healthcare industry is in dire need of rapid microbial identification techniques for
treating microbial infections. Microbial infections are a major healthcare issue worldwide, as …

Roadmap on digital holography-based quantitative phase imaging

V Balasubramani, M Kujawińska, C Allier, V Anand… - Journal of …, 2021 - mdpi.com
Quantitative Phase Imaging (QPI) provides unique means for the imaging of biological or
technical microstructures, merging beneficial features identified with microscopy …

Holotomography

G Kim, H Hugonnet, K Kim, JH Lee, SS Lee… - Nature Reviews …, 2024 - nature.com
Holotomography (HT) represents a 3D, label-free optical imaging methodology that
leverages refractive index as an inherent quantitative contrast for imaging. This technique …

AI-driven projection tomography with multicore fibre-optic cell rotation

J Sun, B Yang, N Koukourakis, J Guck… - Nature …, 2024 - nature.com
Optical tomography has emerged as a non-invasive imaging method, providing three-
dimensional insights into subcellular structures and thereby enabling a deeper …

Inverse problem solver for multiple light scattering using modified Born series

M Lee, H Hugonnet, YK Park - Optica, 2022 - opg.optica.org
The inverse scattering problem, whose goal is to reconstruct an unknown scattering object
from its scattered wave, is essential in fundamental wave physics and its wide applications …

Multiscale label-free volumetric holographic histopathology of thick-tissue slides with subcellular resolution

H Hugonnet, YW Kim, M Lee, S Shin… - Advanced …, 2021 - spiedigitallibrary.org
Histopathology relies upon the staining and sectioning of biological tissues, which can be
laborious and may cause artifacts and distort tissues. We develop label-free volumetric …

[PDF][PDF] 生物折射率三维无标记定量成像研究进展

杨泽文, 张璐, 吕宁, 王慧君, 张镇西… - Chinese Journal of …, 2022 - researching.cn
摘要折射率是生物样本最重要的光学属性, 经常作为内源性“标记物” 进行无标记定量成像.
虽然通过测量光程差获取相位信息的传统定量相位成像方法已被广泛研究 …