Aydogan Ozcan

发表

Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization

Hanlong Chen, Luzhe Huang, Tairan Liu, 2022, Light: Science & Applications.

Tools for the Microbiome: Nano and Beyond.

Thomas D Young, G. van den Engh, S. Quake, 2015, ACS nano.

Field-portable lensfree tomographic microscope.

Aydogan Ozcan, U. Sikora, S. Isikman, 2011, Lab on a chip.

High-throughput lensfree 3D tracking of human sperms reveals rare statistics of helical trajectories

Aydogan Ozcan, Ting-Wei Su, L. Xue, 2012, Proceedings of the National Academy of Sciences.

Lens-free optical tomographic microscope with a large imaging volume on a chip

W. Bishara, S. Feng, S. Mavandadi, 2011, Proceedings of the National Academy of Sciences.

Unconventional methods of imaging: computational microscopy and compact implementations

Aydogan Ozcan, Euan McLeod, E. Mcleod, 2016, Reports on progress in physics. Physical Society.

Lensfree color imaging on a nanostructured chip using compressive decoding.

Aydogan Ozcan, Gabriel Biener, Ikbal Sencan, 2010, Applied physics letters.

Giga-pixel fluorescent imaging over an ultra-large field-of-view using a flatbed scanner.

Aydogan Ozcan, Yuye Ling, Qingshan Wei, 2013, Lab on a chip.

Characterization of exhaled e-cigarette aerosols in a vape shop using a field-portable holographic on-chip microscope

Yifang Zhu, Aydogan Ozcan, Liqiao Li, 2021, Scientific Reports.

Dynamic imaging and characterization of volatile aerosols using deep learning-based holographic microscopy

Yichen Wu, Aydogan Ozcan, Liqiao Li, 2021, Frontiers in Optics + Laser Science 2021.

Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning

Y. Rivenson, Hongda Wang, Yibo Zhang, 2019 .

High-throughput and label-free single nanoparticle sizing based on time-resolved on-chip microscopy.

Aydogan Ozcan, Euan McLeod, Muhammed Veli, 2015, ACS nano.

Quantitative Fluorescence Sensing Through Highly Autofluorescent, Scattering, and Absorbing Media Using Mobile Microscopy.

Aydogan Ozcan, Derek Tseng, Hatice Ceylan Koydemir, 2016, ACS nano.

Highly Stable and Sensitive Nucleic Acid Amplification and Cell-Phone-Based Readout.

Aydogan Ozcan, Derek Tseng, Dino Di Carlo, 2017, ACS nano.

Optical detection and sizing of single nanoparticles using continuous wetting films.

Jean-Marc Dinten, Aydogan Ozcan, Euan McLeod, 2013, ACS nano.

Calcium pyrophosphate crystal size and characteristics

Aydogan Ozcan, Tairan Liu, Marian Kaldas, 2021, Osteoarthritis and cartilage open.

Computational Image Analysis of Guided Acoustic Waves Enables Rheological Assessment of Sub-nanoliter Volumes

Muhammad Arslan Khalid, D. Tseng, J. Reboud, 2019, ACS nano.

Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers

Yuhang Li, Aydogan Ozcan, Yilin Luo, 2022, IEEE Journal of Selected Topics in Quantum Electronics.

Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning.

Y. Rivenson, Hongda Wang, Yibo Zhang, 2020, Light, science & applications.

Super-resolution image display using diffractive decoders

M. Jarrahi, Aydogan Ozcan, Anika Tabassum, 2022, Science advances.

Diffractive interconnects: all-optical permutation operation using diffractive networks

M. Jarrahi, Aydogan Ozcan, Anika Tabassum, 2022, Nanophotonics.

Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks

Y. Rivenson, Luzhe Huang, Aydogan Ozcan, 2022, BiOS.

Roadmap for opto fl uidics

R. Osellame, F. Omenetto, T. Haraldsson, 2018 .

Roadmap on digital holography [Invited].

Gordon Wetzstein, Bahram Javidi, Pietro Ferraro, 2021, Optics express.

To image, or not to image: class-specific diffractive cameras with all-optical erasure of undesired objects

M. Jarrahi, Aydogan Ozcan, Yilin Luo, 2022, eLight.

Microplastics retained in stormwater control measures: Where do they come from and where do they go?

D. Tseng, S. Ravi, Aydogan Ozcan, 2021, Water research.

Homogeneous Entropy-Driven Amplified Detection of Biomolecular Interactions.

D. Di Carlo, Donghyuk Kim, Aydogan Ozcan, 2016, ACS nano.

Virtual stain transfer in histology via cascaded deep neural networks

Kevin de Haan, Aydogan Ozcan, Tairan Liu, 2022, ACS Photonics.

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks

Kevin de Haan, Luzhe Huang, Aydogan Ozcan, 2022, Intelligent Computing.

Three-dimensional propagation and time-reversal of fluorescence images

Y. Rivenson, Hongda Wang, Yichen Wu, 2019, ArXiv.

Mobility of polypropylene microplastics in stormwater biofilters under freeze-thaw cycles

Derek K. Tseng, D. Tseng, S. Ravi, 2022, Journal of Hazardous Materials Letters.

The coexistence of anal incontinence in women with urinary incontinence

Aydogan Ozcan, L. Yaşar, K. Savan, 2009, Archives of Gynecology and Obstetrics.

Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor

Hongda Wang, Aydogan Ozcan, Tairan Liu, 2022, ACS Photonics.

Time‐Lapse Image Classification Using a Diffractive Neural Network

Md Sadman Sakib Rahman, Aydogan Ozcan, Md. Sadman Sakib Rahman, 2022, Advanced Intelligent Systems.

GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency

Luzhe Huang, Aydogan Ozcan, Tairan Liu, 2022, ArXiv.

Virtual impactor-based label-free bio-aerosol detection using holography and deep learning

Yichen Wu, Aydogan Ozcan, Tairan Liu, 2022, ACS sensors.

Deep learning-enabled virtual histological staining of biological samples

Aydogan Ozcan, N. Pillar, Bijie Bai, 2022, Light: Science & Applications.

Massively parallel universal linear transformations using a wavelength-multiplexed diffractive optical network

Aydogan Ozcan, Yilin Luo, Bijie Bai, 2022, Advanced Photonics.

Unidirectional Imaging using Deep Learning-Designed Materials

M. Jarrahi, Aydogan Ozcan, Bijie Bai, 2022, Science advances.

PHOTONICS SOCIETY 2009 TOPIC COMMITTEES

Osamu Matoba, Masaya Notomi, Hooman Mohseni, 2009 .

Machine learning and computation-enabled intelligent sensor design

Aydogan Ozcan, A. M. Madni, Asad M. Madni, 2021, Nature Machine Intelligence.

Mobile Technologies for the Discovery, Analysis, and Engineering of the Global Microbiome.

Aydogan Ozcan, Calvin Brown, Zachary S. Ballard, 2018, ACS nano.

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

A. Ozcan, J. Zuckerman, Y. Rivenson, 2018, Nature Biomedical Engineering.

A novel marker for the assessment of the treatment result in pelvic inflammatory disease.

Aydogan Ozcan, V. Turan, S. Kurt, 2016, Minerva ginecologica.

Integrated rapid-diagnostic-test reader platform on a cellphone.

Aydogan Ozcan, Onur Mudanyali, Stoyan Dimitrov, 2012, Lab on a chip.

Cellphone-based devices for bioanalytical sciences

Aydogan Ozcan, Onur Mudanyali, Roland Zengerle, 2014, Analytical and Bioanalytical Chemistry.

Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography

Hongda Wang, Aydogan Ozcan, Tairan Liu, 2022, ArXiv.

Deep learning-based transformation of H&E stained tissues into special stains

Aydogan Ozcan, Tairan Liu, Yair Rivenson, 2020, Nature Communications.

Biopsy-free in vivo virtual histology of skin using deep learning

P. Scumpia, Y. Rivenson, Hongda Wang, 2021, Light: Science & Applications.

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples

Vittorio Bianco, Aydogan Ozcan, Yichen Wu, 2018, Light: Science & Applications.

Biopsy-free in vivo virtual histology of skin using deep learning

P. Scumpia, Y. Rivenson, Hongda Wang, 2021, Light: Science & Applications.

Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

Aydogan Ozcan, Yair Rivenson, Laurent A. Bentolila, 2019, Nature Methods.

Quantitative particle agglutination assay for point-of-care testing using mobile holographic imaging and deep learning.

Aydogan Ozcan, Hyou-Arm Joung, J. Rao, 2021, Lab on a chip.

Computational cytometer based on magnetically modulated coherent imaging and deep learning

Yibo Zhang, Aydogan Ozcan, Tairan Liu, 2019, Light: Science & Applications.

eFIN: Enhanced Fourier Imager Network for Generalizable Autofocusing and Pixel Super-Resolution in Holographic Imaging

Luzhe Huang, Aydogan Ozcan, Tairan Liu, 2023, IEEE Journal of Selected Topics in Quantum Electronics.

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

Aydogan Ozcan, Yilin Luo, Deniz Mengu, 2023, Light: Advanced Manufacturing.

Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network

Aydogan Ozcan, Luzhe Huang, Xilin Yang, 2022, APL Photonics.

Terahertz pulse shaping using diffractive surfaces

Y. Rivenson, M. Jarrahi, Aydogan Ozcan, 2021, Nature Communications.

Single-Pixel Machine Vision Using Spectral Encoding Through Diffractive Optical Networks

Aydogan Ozcan, Muhammed Veli, Deniz Mengu, 2021, 2021 Conference on Lasers and Electro-Optics (CLEO).

Computational imaging without a computer: seeing through random diffusers at the speed of light

Aydogan Ozcan, Jingxi Li, Yair Rivenson, 2021, eLight.

Rapid sensing of hidden objects and defects using a single-pixel diffractive terahertz sensor

Junjie Chen, M. Jarrahi, Aydogan Ozcan, 2023, Nature communications.

Tunable Vapor-Condensed Nanolenses

Aydogan Ozcan, Euan McLeod, Muhammed Veli, 2014, ACS nano.

Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array

X. Duan, Yu Huang, M. Jarrahi, 2023, 2304.13298.

Design of Scale-, Shift- and Rotation-Invariant Diffractive Optical Networks

Aydogan Ozcan, Deniz Mengu, Yair Rivenson, 2021, Emerging Topics in Artificial Intelligence (ETAI) 2021.

Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data

Y. Rivenson, K. Larin, Aydogan Ozcan, 2021, Light: Science & Applications.

Recurrent neural network-based volumetric fluorescence microscopy

Y. Rivenson, Luzhe Huang, Aydogan Ozcan, 2021, Light: Science & Applications.

Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning pdf

Aydogan Ozcan, Jingxi Li, Yair Rivenson, 2021, BME frontiers.

Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network

Aydogan Ozcan, Deniz Mengu, Yi-Chun Hung, 2022, Light: Science & Applications.

Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions

Md Sadman Sakib Rahman, M. Jarrahi, Aydogan Ozcan, 2023, ArXiv.

Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors

Md Sadman Sakib Rahman, Aydogan Ozcan, Bijie Bai, 2023, ArXiv.

All-optical synthesis of an arbitrary linear transformation using diffractive surfaces

Aydogan Ozcan, Deniz Mengu, Yair Rivenson, 2021, Light, science & applications.

Optical information transfer through random unknown diffusers using electronic encoding and diffractive decoding

M. Jarrahi, Aydogan Ozcan, Bijie Bai, 2023, 2303.17164.

Snapshot multispectral imaging using a diffractive optical network

M. Jarrahi, Aydogan Ozcan, Anika Tabassum, 2022, Light: Science & Applications.

All-optical image classification through unknown random diffusers using a single-pixel diffractive network

Aydogan Ozcan, Yilin Luo, Bijie Bai, 2022, Light: Science & Applications.

Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network

Aydogan Ozcan, Deniz Mengu, Yi-Chun Hung, 2022, Light: Science & Applications.

Diffractive all-optical computing for quantitative phase imaging

Aydogan Ozcan, Deniz Mengu, Aydogan Ozcan, 2022, arXiv.org.

Cascadable all-optical NAND gates using diffractive networks pdf

Aydogan Ozcan, Deniz Mengu, Yi Luo, 2021, Scientific Reports.

All-Optical Computation of an Arbitrary Linear Transform Using Diffractive Networks

Y. Rivenson, Aydogan Ozcan, Deniz Mengu, 2022, Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP).

Amphiphilic Particle-Stabilized Nanoliter Droplet Reactors with a Multimodal Portable Reader for Distributive Biomarker Quantification

Derek K. Tseng, Alyssa D. Arnheim, D. Tseng, 2023, bioRxiv.

Deep learning accelerates whole slide imaging for next-generation digital pathology applications

Y. Rivenson, Aydogan Ozcan, 2022, Light: Science & Applications.

All-optical information-processing capacity of diffractive surfaces

Y. Rivenson, Aydogan Ozcan, Deniz Mengu, 2021, Light: Science & Applications.

Self-supervised learning of hologram reconstruction using physics consistency

Luzhe Huang, Aydogan Ozcan, Tairan Liu, 2022, Nature Machine Intelligence.

Smartphone-enabled rapid quantification of microplastics

D. Tseng, Aydogan Ozcan, J. Leonard, 2022, Journal of Hazardous Materials Letters.

Virtual histological stain transformations through cascaded deep neural networks

Kevin de Haan, Aydogan Ozcan, Tairan Liu, 2022, Frontiers in Optics + Laser Science 2022 (FIO, LS).

Deep-learning-enabled Holographic Polarization Microscopy

Y. Rivenson, Hongda Wang, Kevin de Haan, 2021, 2021 Conference on Lasers and Electro-Optics (CLEO).

Roadmap on Deep Learning for Microscopy.

Juan C. Caicedo, Kevin de Haan, Isaac C. D. Lenton, 2023, ArXiv.

Classification and reconstruction of spatially overlapping phase images using diffractive optical networks pdf

Aydogan Ozcan, Muhammed Veli, Deniz Mengu, 2021, Scientific Reports.

Information Processing Capacity of Diffractive Optical Processors

Y. Rivenson, Aydogan Ozcan, Deniz Mengu, 2021, Frontiers in Optics + Laser Science 2021.

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

Yichen Wu, Aydogan Ozcan, Tairan Liu, 2022 .

Paper-Based Computational Multi-Peptide Optical Sensor for Point-of-Care Testing of Lyme Disease

R. Dattwyler, Aydogan Ozcan, Hyou-Arm Joung, 2022, Frontiers in Optics + Laser Science 2022 (FIO, LS).

Diffractive network-based single-pixel machine vision

Aydogan Ozcan, Muhammed Veli, Deniz Mengu, 2021, Emerging Topics in Artificial Intelligence (ETAI) 2021.

Light-field tomographic fluorescence lifetime imaging microscopy

E. Charbon, Samuel Burri, C. Bruschini, 2023, Research square.

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

Hongda Wang, Aydogan Ozcan, Merve Eryılmaz, 2022, Nature Biomedical Engineering.

Diffractive optical neural networks designed by deep learning (Conference Presentation)

Aydogan Ozcan, Aydogan Ozcan, 2019, Metamaterials, Metadevices, and Metasystems 2019.

Smart-phone based computational microscopy using multi-frame contact imaging on a fiber-optic array.

Aydogan Ozcan, Derek Tseng, Isa Navruz, 2013, Lab on a chip.

Deep learning in optics and photonics for statistical inference, computing, and inverse design

Md Sadman Sakib Rahman, Aydogan Ozcan, Yilin Luo, 2022, Advances in Optics and Photonics.

Virtual histological staining of unlabeled autopsy tissue

Kevin de Haan, J. Zuckerman, W. Wallace, 2023, ArXiv.

Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems

Jianing Li, Luzhe Huang, Aydogan Ozcan, 2023, ArXiv.

Deep Learning-Enabled Multiplexed Point-of-Care Sensor using a Paper-Based Fluorescence Vertical Flow Assay.

Zachary S. Ballard, D. Carlo, Aydogan Ozcan, 2023, Small.

Ferrodrop Dose-Optimized Digital Quantification of Biomolecules in Low-Volume Samples.

Aydogan Ozcan, Derek Tseng, Dino Di Carlo, 2018, Analytical chemistry.

Smart-phone based computational microscopy using multi-frame contact imaging on a fiber-optic array.

Derek K. Tseng, Richie Nagi, D. Tseng, 2013, Lab on a chip.

Integrated rapid-diagnostic-test reader platform on a cellphone.

Aydogan Ozcan, U. Sikora, O. Mudanyali, 2012, Lab on a chip.

Tools for the Microbiome: Nano and Beyond.

Thomas D Young, G. van den Engh, S. Quake, 2015, ACS nano.

High-throughput terahertz imaging: progress and challenges

Aydogan Ozcan, Xurong Li, Jingxi Li, 2023, Light, science & applications.

Homogeneous Entropy-Driven Amplified Detection of Biomolecular Interactions.

D. Di Carlo, Donghyuk Kim, Aydogan Ozcan, 2016, ACS nano.

3D Virtual Refocusing of Point Spread Function (PSF) Engineered Images Using Cascaded Neural Networks

Y. Rivenson, Hongda Wang, Yichen Wu, 2022, 2022 Conference on Lasers and Electro-Optics (CLEO).

Pyramid diffractive optical networks for unidirectional magnification and demagnification

M. Jarrahi, Aydogan Ozcan, Deniz Mengu, 2023, ArXiv.

Label-free imaging flow cytometry for phenotypic analysis of microalgae populations using deep learning

Kevin de Haan, Aydogan Ozcan, Zoltán Gӧrӧcs, 2021, Frontiers in Optics + Laser Science 2021.

Unconventional methods of imaging: computational microscopy and compact implementations

E. Mcleod, Aydogan Ozcan, 2016, Reports on progress in physics. Physical Society.

Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network

Aydogan Ozcan, Deniz Mengu, Jingxi Li, 2023, Adv. Intell. Syst..