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[期刊论文] 作者:Yair Rivenson,Yichen Wu,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2019
Recent advances in deep leaing have given rise to a new paradigm of holographic image reconstruction and phase recovery techniques with real-time performance.Th...
[期刊论文] 作者:Onur Kulce,Deniz Mengu,Yair Rivenson,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2021
The precise engineering of materials and surfaces has been at the heart of some of the recent advances in optics and photonics. These advances related to the en...
[期刊论文] 作者:Onur Kulce,Deniz Mengu,Yair Rivenson,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2021
Spatially-engineered diffractive surfaces have emerged as a powerful framework to control light-matter interactions for statistical inference and the design of task-specific optical components. Here, we report the design of diffractive surf......
[期刊论文] 作者:Luzhe Huang,Hanlong Chen,Yilin Luo,Yair Rivenson,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2021
Volumetric imaging of samples using fluorescence microscopy plays an important role in various fields including physical, medical and life sciences. Here we rep...
[期刊论文] 作者:Md Sadman Sakib Rahman,Jingxi Li,Deniz Mengu,Yair Rivenson,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2021
A plethora of research advances have emerged in the fields of optics and photonics that benefit from harnessing the power of machine learning. Specifically, the...
[期刊论文] 作者:Yair Rivenson,Yibo Zhang,Harun Günayd(i)n,Da Teng,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2018
Phase recovery from intensity-only measurements forms the heart of coherent imaging techniques and holography.In this study,we demonstrate that a neural network...
,PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep lear
[期刊论文] 作者:Yair Rivenson,Tairan Liu,Zhensong Wei,Yibo Zhang,Kevin de Haan,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2019
Using a deep neural network,we demonstrate a digital staining technique,which we term PhaseStain,to transform the quantitative phase images (QPI) of label-free...
[期刊论文] 作者:Yijie Zhang,Kevin de Haan,Yair Rivenson,Jingxi Li,Apostolos Delis,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2020
Histological staining is a vital step in diagnosing various diseases and has been used for more than a century toprovide contrast in tissue sections, rendering...
[期刊论文] 作者:Yi Luo,Deniz Mengu,Nezih T.Yardimci,Yair Rivenson,Muhammed Veli,Mona Jarrahi,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2019
Deep leaing has been transformative in many fields,motivating the emergence of various optical computing architectures.Diffractive optical network is a recently...
,Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field
[期刊论文] 作者:Yichen WU,Yilin Luo,Gunvant Chaudhari,Yair Rivenson,Ayfer Calis,Kevin de Haan,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2019
Digital holographic microscopy enables the 3D reconstruction of volumetric samples from a single-snapshot hologram.However,unlike a conventional bright-field mi...
Neural network-based image reconstruction in swept-source optical coherence tomography using undersa
[期刊论文] 作者:,Yilin Luo,Yair Rivenson,Kirill V.Larin,Aydogan Ozcan,
来源:光:科学与应用(英文版) 年份:2021
Optical coherence tomography (OCT) is a widely used non-invasive biomedical imaging modality that can rapidly provide volumetric images of samples. Here, we present a deep learning-based image reconstruction framework that can generate swep......
Early detection and classification of live bacteria using time-lapse coherent imaging and deep learn
[期刊论文] 作者:Koydemir,Yunzhe Qiu,Bijie Bai,Yibo Zhang,Yiyin Jin,Sabiha Tok,Enis Cagatay Yilmaz,Esin Gumustekin,Yair Rivenson,
来源:光:科学与应用(英文版) 年份:2020
Early identification of pathogenic bacteria in food, water, and bodily fluids is very important and yet challenging, owing to sample complexities and large samp...
[期刊论文] 作者:Jason Garfinkel,Xiaoran Zhang,Di Wu,Yijie Zhang,Kevin de Haan,Hongda Wang,Tairan Liu,Bijie Bai,Yair Rivenson,
来源:光:科学与应用(英文版) 年份:2021
An invasive biopsy followed by histological staining is the benchmark for pathological diagnosis of skin tumors. The process is cumbersome and time-consuming, often leading to unnecessary biopsies and scars. Emerging noninvasive optical tec......
,A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and la
[期刊论文] 作者:Bianco,Patrick Wolf,Shounak Roy,Koyoshi Shindo,Kyrollos Yanny,Yichen Wu,Hatice Ceylan Koydemir,Yair Rivenson,
来源:光:科学与应用(英文版) 年份:2018
We report a deep leaing-enabled field-portable and cost-effective imaging flow cytometer that automatically captures phase-contrast color images of the contents...
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