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1
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning
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Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

Nature methods, 2019-12, Vol.16 (12), p.1323-1331 [Peer Reviewed Journal]

COPYRIGHT 2019 Nature Publishing Group ;Copyright Nature Publishing Group Dec 2019 ;ISSN: 1548-7091 ;EISSN: 1548-7105 ;DOI: 10.1038/s41592-019-0622-5 ;PMID: 31686039

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2
Deep learning massively accelerates super-resolution localization microscopy
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Deep learning massively accelerates super-resolution localization microscopy

Nature biotechnology, 2018-06, Vol.36 (5), p.460-468 [Peer Reviewed Journal]

COPYRIGHT 2018 Nature Publishing Group ;COPYRIGHT 2018 Nature Publishing Group ;Copyright Nature Publishing Group May 2018 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1087-0156 ;EISSN: 1546-1696 ;DOI: 10.1038/nbt.4106 ;PMID: 29658943

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3
Evaluation and development of deep neural networks for image super-resolution in optical microscopy
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Evaluation and development of deep neural networks for image super-resolution in optical microscopy

Nature methods, 2021-02, Vol.18 (2), p.194-202 [Peer Reviewed Journal]

COPYRIGHT 2021 Nature Publishing Group ;The Author(s), under exclusive licence to Springer Nature America, Inc. 2021. ;ISSN: 1548-7091 ;EISSN: 1548-7105 ;DOI: 10.1038/s41592-020-01048-5 ;PMID: 33479522

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4
Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks
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Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks

IEEE transactions on geoscience and remote sensing, 2017-05, Vol.55 (5), p.2486-2498 [Peer Reviewed Journal]

ISSN: 0196-2892 ;EISSN: 1558-0644 ;DOI: 10.1109/TGRS.2016.2645610 ;CODEN: IGRSD2

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5
Face Hallucination Using Cascaded Super-Resolution and Identity Priors
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Face Hallucination Using Cascaded Super-Resolution and Identity Priors

IEEE transactions on image processing, 2020, Vol.29, p.2150-2165 [Peer Reviewed Journal]

ISSN: 1057-7149 ;EISSN: 1941-0042 ;DOI: 10.1109/TIP.2019.2945835 ;CODEN: IIPRE4

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6
Deep learning enables structured illumination microscopy with low light levels and enhanced speed
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Article
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Deep learning enables structured illumination microscopy with low light levels and enhanced speed

Nature communications, 2020-04, Vol.11 (1), p.1934-1934, Article 1934 [Peer Reviewed Journal]

The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-020-15784-x ;PMID: 32321916

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7
HRSID: A High-Resolution SAR Images Dataset for Ship Detection and Instance Segmentation
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HRSID: A High-Resolution SAR Images Dataset for Ship Detection and Instance Segmentation

IEEE access, 2020, Vol.8, p.120234-120254 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.3005861 ;CODEN: IAECCG

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8
The PHANGS-HST Survey: Physics at High Angular Resolution in Nearby Galaxies with the Hubble Space Telescope
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The PHANGS-HST Survey: Physics at High Angular Resolution in Nearby Galaxies with the Hubble Space Telescope

The Astrophysical Journal Supplement Series, 2022-01, Vol.258 (1), p.10 [Peer Reviewed Journal]

2022. The Author(s). Published by the American Astronomical Society. ;2022. The Author(s). Published by the American Astronomical Society. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Attribution ;ISSN: 0067-0049 ;EISSN: 1538-4365 ;DOI: 10.3847/1538-4365/ac1fe5

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9
Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images
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Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images

IEEE transactions on geoscience and remote sensing, 2020-11, Vol.58 (11), p.7557-7569 [Peer Reviewed Journal]

ISSN: 0196-2892 ;EISSN: 1558-0644 ;DOI: 10.1109/TGRS.2020.2979552 ;CODEN: IGRSD2

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10
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection
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The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

International journal of computer vision, 2021-04, Vol.129 (4), p.1038-1059 [Peer Reviewed Journal]

The Author(s) 2021 ;COPYRIGHT 2021 Springer ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0920-5691 ;EISSN: 1573-1405 ;DOI: 10.1007/s11263-020-01400-4

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11
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
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Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.384-395

ISSN: 0278-0062 ;EISSN: 1558-254X ;DOI: 10.1109/TMI.2017.2743464 ;PMID: 28961105 ;CODEN: ITMID4

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12
Trilobite-inspired neural nanophotonic light-field camera with extreme depth-of-field
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Article
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Trilobite-inspired neural nanophotonic light-field camera with extreme depth-of-field

Nature communications, 2022-04, Vol.13 (1), p.2130-2130, Article 2130 [Peer Reviewed Journal]

2022. The Author(s). ;The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2022 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-022-29568-y ;PMID: 35440101

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13
High-Quality Plane Wave Compounding using Convolutional Neural Networks
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High-Quality Plane Wave Compounding using Convolutional Neural Networks

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2017-10, Vol.64 (10), p.1637-1639 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0885-3010 ;EISSN: 1525-8955 ;DOI: 10.1109/TUFFC.2017.2736890

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14
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network
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Article
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Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network

Remote sensing (Basel, Switzerland), 2017-11, Vol.9 (11), p.1139 [Peer Reviewed Journal]

Copyright MDPI AG 2017 ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs9111139

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15
AI-enabled high-resolution scanning coherent diffraction imaging
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AI-enabled high-resolution scanning coherent diffraction imaging

Applied physics letters, 2020-07, Vol.117 (4) [Peer Reviewed Journal]

Author(s) ;2020 Author(s). Published under license by AIP Publishing. ;ISSN: 0003-6951 ;EISSN: 1077-3118 ;DOI: 10.1063/5.0013065 ;CODEN: APPLAB

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16
Remote Sensing Image Scene Classification Using CNN-CapsNet
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Remote Sensing Image Scene Classification Using CNN-CapsNet

Remote sensing (Basel, Switzerland), 2019-03, Vol.11 (5), p.494 [Peer Reviewed Journal]

2019. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs11050494

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17
BRRNet: A Fully Convolutional Neural Network for Automatic Building Extraction From High-Resolution Remote Sensing Images
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BRRNet: A Fully Convolutional Neural Network for Automatic Building Extraction From High-Resolution Remote Sensing Images

Remote sensing (Basel, Switzerland), 2020-03, Vol.12 (6), p.1050 [Peer Reviewed Journal]

2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs12061050

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18
Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images
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Article
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Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13 [Peer Reviewed Journal]

ISSN: 0196-2892 ;EISSN: 1558-0644 ;DOI: 10.1109/TGRS.2021.3134691 ;CODEN: IGRSD2

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19
Deep learning reconstruction improves image quality of abdominal ultra-high-resolution CT
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Article
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Deep learning reconstruction improves image quality of abdominal ultra-high-resolution CT

European radiology, 2019-11, Vol.29 (11), p.6163-6171 [Peer Reviewed Journal]

European Society of Radiology 2019. corrected publication 2019 ;European Radiology is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0938-7994 ;EISSN: 1432-1084 ;DOI: 10.1007/s00330-019-06170-3 ;PMID: 30976831

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20
Rationalized deep learning super-resolution microscopy for sustained live imaging of rapid subcellular processes
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Rationalized deep learning super-resolution microscopy for sustained live imaging of rapid subcellular processes

Nature biotechnology, 2023-03, Vol.41 (3), p.367-377 [Peer Reviewed Journal]

2022. The Author(s), under exclusive licence to Springer Nature America, Inc. ;The Author(s), under exclusive licence to Springer Nature America, Inc. 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;ISSN: 1087-0156 ;EISSN: 1546-1696 ;DOI: 10.1038/s41587-022-01471-3 ;PMID: 36203012

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