Quantitative phase imaging and artificial intelligence: a review

YJ Jo, H Cho, SY Lee, G Choi, G Kim… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
Recent advances in quantitative phase imaging (QPI) and artificial intelligence (AI) have
opened up the possibility of an exciting frontier. The fast and label-free nature of QPI …

Quantitative phase imaging trends in biomedical applications

T Cacace, V Bianco, P Ferraro - Optics and Lasers in Engineering, 2020 - Elsevier
In the last decades, the understanding of the complex biological mechanisms that regulate
the life and growth of single cells and their reciprocal interaction has steadily increased. In …

All‐optical phase recovery: diffractive computing for quantitative phase imaging

D Mengu, A Ozcan - Advanced Optical Materials, 2022 - Wiley Online Library
Quantitative phase imaging (QPI) is a label‐free computational imaging technique that
provides optical path length information of specimens. In modern implementations, the …

Quantitative phase imaging (QPI) through random diffusers using a diffractive optical network

Y Li, Y Luo, D Mengu, B Bai, A Ozcan - arXiv preprint arXiv:2301.07908, 2023 - arxiv.org
Quantitative phase imaging (QPI) is a label-free computational imaging technique used in
various fields, including biology and medical research. Modern QPI systems typically rely on …

[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 …

Deep-learning projector for optical diffraction tomography

F Yang, T Pham, H Gupta, M Unser, J Ma - Optics express, 2020 - opg.optica.org
Optical diffraction tomography is an effective tool to estimate the refractive indices of
unknown objects. It proceeds by solving an ill-posed inverse problem for which the wave …

Optimization of a deep-learning method based on the classification of images generated by parameterized deep snap a novel molecular-image-input technique for …

Y Matsuzaka, Y Uesawa - Frontiers in bioengineering and …, 2019 - frontiersin.org
Numerous chemical compounds are distributed around the world and may affect the
homeostasis of the endocrine system by disrupting the normal functions of hormone …

Noise-robust phase-space deconvolution for light-field microscopy

T Zhu, Y Guo, Y Zhang, Z Lu, X Lin… - Journal of …, 2022 - spiedigitallibrary.org
Significance: Light-field microscopy has achieved success in various applications of life
sciences that require high-speed volumetric imaging. However, existing light-field …

Diffractive all-optical computing for quantitative phase imaging

D Mengu, A Ozcan - arXiv preprint arXiv:2201.08964, 2022 - arxiv.org
Quantitative phase imaging (QPI) is a label-free computational imaging technique that
provides optical path length information of specimens. In modern implementations, the …

TIE-GANs: single-shot quantitative phase imaging using transport of intensity equation with integration of GANs

V Thapa, AS Galande, GHP Ram… - Journal of Biomedical …, 2024 - spiedigitallibrary.org
Significance Artificial intelligence (AI) has become a prominent technology in computational
imaging over the past decade. The expeditious and label-free characteristics of quantitative …