Hongda Wang

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All published works
Action Title Year Authors
+ PDF Chat Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning 2023 Tairan Liu
Yuzhu Li
Hatice Ceylan Koydemir
Yijie Zhang
Yi‐Chen E. Yang
Merve Eryılmaz
Hongda Wang
Jingxi Li
Bijie Bai
Guangdong Ma
+ PDF Chat Deep Learning-Enabled Detection and Classification of Bacterial Colonies Using a Thin-Film Transistor (TFT) Image Sensor 2022 Yuzhu Li
Tairan Liu
Hatice Ceylan Koydemir
Hongda Wang
Keelan O’Riordan
Bijie Bai
Yuta Haga
Junji Kobashi
Hitoshi Tanaka
Takaya Tamaru
+ PDF Chat Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning 2022 Bijie Bai
Hongda Wang
Yuzhu Li
Kevin de Haan
Francesco Colonnese
Yujie Wan
Jingyi Zuo
Ngan B. Doan
Xiaoran Zhang
Yijie Zhang
+ Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning 2022 Tairan Liu
Yuzhu Li
Hatice Ceylan Koydemir
Yijie Zhang
Yi‐Chen E. Yang
Hongda Wang
Jingxi Li
Bijie Bai
Aydogan Özcan
+ PDF Chat Deep-Learning-Based Virtual Refocusing of Images Using an Engineered Point-Spread Function 2021 Xilin Yang
Luzhe Huang
Yilin Luo
Yichen Wu
Hongda Wang
Yair Rivenson
Aydogan Özcan
+ PDF Chat Deep Learning-Based Holographic Polarization Microscopy 2020 Tairan Liu
Kevin de Haan
Bijie Bai
Yair Rivenson
Yi Luo
Hongda Wang
David Karalli
Hongxiang Fu
Yibo Zhang
John FitzGerald
+ PDF Chat Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning 2020 Hongda Wang
Hatice Ceylan Koydemir
Yunzhe Qiu
Bijie Bai
Yibo Zhang
Yiyin Jin
Sabiha Tok
Enis C. Yılmaz
Esin Gumustekin
Yair Rivenson
+ PDF Chat Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning 2019 Yichen Wu
Yair Rivenson
Hongda Wang
Yilin Luo
Eyal Ben‐David
Laurent A. Bentolila
Christian Pritz
Aydogan Özcan
+ PDF Chat Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning 2019 Yair Rivenson
Hongda Wang
Zhensong Wei
Kevin de Haan
Yibo Zhang
Yichen Wu
Harun Günaydın
Jonathan E. Zuckerman
Thomas Chong
Anthony Sisk
+ PDF Chat Deep Learning Enhanced Mobile-Phone Microscopy 2018 Yair Rivenson
Hatice Ceylan Koydemir
Hongda Wang
Zhensong Wei
Zhengshuang Ren
Harun Günaydın
Yibo Zhang
Zoltán Göröcs
Kyle Liang
Derek Tseng
+ Deep learning microscopy 2017 Yair Rivenson
Zoltán Göröcs
Harun Günaydın
Yibo Zhang
Hongda Wang
Aydogan Özcan
+ Comparison of Gini index and Tamura coefficient for holographic autofocusing based on the edge sparsity of the complex optical wavefront 2017 Miu Tamamitsu
Yibo Zhang
Hongda Wang
Yichen Wu
Aydogan Özcan
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Phase recovery and holographic image reconstruction using deep learning in neural networks 2017 Yair Rivenson
Yibo Zhang
Harun Günaydın
Da Teng
Aydogan Özcan
5
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
4
+ Deep learning microscopy 2017 Yair Rivenson
Zoltán Göröcs
Harun Günaydın
Yibo Zhang
Hongda Wang
Aydogan Özcan
4
+ PDF Chat Deep Learning Enhanced Mobile-Phone Microscopy 2018 Yair Rivenson
Hatice Ceylan Koydemir
Hongda Wang
Zhensong Wei
Zhengshuang Ren
Harun Günaydın
Yibo Zhang
Zoltán Göröcs
Kyle Liang
Derek Tseng
3
+ Adam: A Method for Stochastic Optimization 2014 Diederik P. Kingma
Jimmy Ba
3
+ PDF Chat Deep learning-based super-resolution in coherent imaging systems 2019 Tairan Liu
Kevin de Haan
Yair Rivenson
Zhensong Wei
Xin Zeng
Yibo Zhang
Aydogan Özcan
3
+ Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery 2018 Yichen Wu
Yair Rivenson
Yibo Zhang
Zhensong Wei
Harun Günaydın
Xing Lin
Aydogan Özcan
3
+ PDF Chat Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks 2017 Zhaofan Qiu
Ting Yao
Tao Mei
3
+ PDF Chat Brain-wide 3D imaging of neuronal activity in Caenorhabditis elegans with sculpted light 2013 Tina Schrödel
Robert Prevedel
Karin Aumayr
Manuel Zimmer
Alipasha Vaziri
2
+ PDF Chat Deep Convolutional Neural Network for Inverse Problems in Imaging 2017 Kyong Hwan Jin
Michael T. McCann
Emmanuel Froustey
Michaël Unser
2
+ Convolutional Networks with Dense Connectivity 2019 Gao Huang
Zhuang Liu
Geoff Pleiss
Laurens van der Maaten
Kilian Q. Weinberger
2
+ PDF Chat Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram 2019 Yichen Wu
Yilin Luo
Gunvant Chaudhari
Yair Rivenson
Ayfer Calis
Kevin de Haan
Aydogan Özcan
2
+ PDF Chat Single-Shot Autofocusing of Microscopy Images Using Deep Learning 2021 Yilin Luo
Luzhe Huang
Yair Rivenson
Aydogan Özcan
2
+ PDF Chat Identity Mappings in Deep Residual Networks 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
2
+ Conditional Generative Adversarial Nets 2014 Mehdi Mirza
Simon Osindero
2
+ PDF Chat Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network 2016 Wenzhe Shi
José Caballero
Ferenc Huszár
Johannes Totz
Andrew P. Aitken
Rob Bishop
Daniel Rueckert
Zehan Wang
2
+ PDF Chat Deep Pyramidal Residual Networks 2017 Dongyoon Han
Jiwhan Kim
Junmo Kim
2
+ PDF Chat Whole-brain calcium imaging with cellular resolution in freely behaving <i>Caenorhabditis elegans</i> 2015 Jeffrey P. Nguyen
Frederick B. Shipley
Ashley Linder
George S. Plummer
Mochi Liu
Sagar Setru
Joshua W. Shaevitz
Andrew M. Leifer
2
+ PDF Chat Image-to-Image Translation with Conditional Adversarial Networks 2017 Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
2
+ PDF Chat PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning 2019 Yair Rivenson
Tairan Liu
Zhensong Wei
Yibo Zhang
Kevin de Haan
Aydogan Özcan
2
+ Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks 2017 Zhaofan Qiu
Ting Yao
Tao Mei
1
+ Deep-STORM: super-resolution single-molecule microscopy by deep learning 2018 Elias Nehme
Lucien E. Weiss
Tomer Michaeli
Yoav Shechtman
1
+ PDF Chat Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue 2018 Yair Rivenson
Hongda Wang
Zhensong Wei
Yibo Zhang
Harun Günaydın
Aydogan Özcan
1
+ Attention U-Net: Learning Where to Look for the Pancreas 2018 Ozan Oktay
Jo Schlemper
Loïc Le Folgoc
Matthew C. H. Lee
Mattias P. Heinrich‬
Kazunari Misawa
Kensaku Mori
Steven McDonagh
Nils Hammerla
Bernhard Kainz
1
+ PDF Chat Cross-modality deep learning brings bright-field microscopy contrast to holography 2018 Yichen Wu
Yilin Luo
Gunvant Chaudhari
Yair Rivenson
Ayfer Calis
Kevin de Haan
Aydogan Özcan
1
+ PDF Chat Resolution enhancement in scanning electron microscopy using deep learning 2019 Kevin de Haan
Zachary S. Ballard
Yair Rivenson
Yichen Wu
Aydogan Özcan
1
+ Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks 2017 Martin Weigert
Loïc A. Royer
Florian Jug
Gene Myers
1
+ Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification 2015 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
1
+ TensorFlow: A system for large-scale machine learning 2016 Martı́n Abadi
Paul Barham
Jianmin Chen
Zhifeng Chen
Andy Davis
Jay B. Dean
Matthieu Devin
Sanjay Ghemawat
Geoffrey Irving
Michael Isard
1
+ PDF Chat Deep learning‐based color holographic microscopy 2019 Tairan Liu
Zhensong Wei
Yair Rivenson
Kevin de Haan
Yibo Zhang
Yichen Wu
Aydogan Özcan
1
+ PDF Chat Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks 2017 Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
1
+ PDF Chat Deep learning for photoacoustic tomography from sparse data 2018 Stephan Antholzer
Markus Haltmeier
Johannes Schwab
1
+ DiffuserCam: lensless single-exposure 3D imaging 2017 Nick Antipa
Grace Kuo
Reinhard Heckel
Ben Mildenhall
Emrah Bostan
Ren Ng
Laura Waller
1
+ PDF Chat Context Encoders: Feature Learning by Inpainting 2016 Deepak Pathak
Philipp Krähenbühl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
1
+ PDF Chat Densely Connected Convolutional Networks 2017 Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
1
+ PDF Chat Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue 2020 Yijie Zhang
Kevin de Haan
Yair Rivenson
Jingxi Li
Apostolos Delis
Aydogan Özcan
1
+ PDF Chat Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning 2020 Hongda Wang
Hatice Ceylan Koydemir
Yunzhe Qiu
Bijie Bai
Yibo Zhang
Yiyin Jin
Sabiha Tok
Enis C. Yılmaz
Esin Gumustekin
Yair Rivenson
1
+ PDF Chat DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning 2020 Elias Nehme
Daniel Z. Freedman
Racheli Gordon
Boris Ferdman
Lucien E. Weiss
Onit Alalouf
Tal Naor
Reut Orange
Tomer Michaeli
Yoav Shechtman
1
+ PDF Chat Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning 2019 Yair Rivenson
Hongda Wang
Zhensong Wei
Kevin de Haan
Yibo Zhang
Yichen Wu
Harun Günaydın
Jonathan E. Zuckerman
Thomas Chong
Anthony Sisk
1
+ Cycle-consistent deep learning approach to coherent noise reduction in optical diffraction tomography 2019 Gunho Choi
DongHun Ryu
YoungJu Jo
Young Seo Kim
Weisun Park
Hyun‐Seok Min
YongKeun Park
1
+ PDF Chat Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning 2019 Yichen Wu
Yair Rivenson
Hongda Wang
Yilin Luo
Eyal Ben‐David
Laurent A. Bentolila
Christian Pritz
Aydogan Özcan
1
+ PDF Chat Recurrent neural network-based volumetric fluorescence microscopy 2021 Luzhe Huang
Hanlong Chen
Yilin Luo
Yair Rivenson
Aydogan Özcan
1
+ PDF Chat Artificial‐Intelligence‐Enabled Reagent‐Free Imaging Hematology Analyzer 2021 Xin Shu
Sameera Sansare
Di Jin
Xiangxiang Zeng
K.Y. Tong
Rishikesh Pandey
Renjie Zhou
1
+ PDF Chat Deep learning-based transformation of H&amp;E stained tissues into special stains 2021 Kevin de Haan
Yijie Zhang
Jonathan E. Zuckerman
Tairan Liu
Anthony Sisk
Miguel F. Diaz
Kuang‐Yu Jen
Alexander Nobori
Sofia Liou
Sarah Zhang
1
+ PDF Chat Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning 2022 Bijie Bai
Hongda Wang
Yuzhu Li
Kevin de Haan
Francesco Colonnese
Yujie Wan
Jingyi Zuo
Ngan B. Doan
Xiaoran Zhang
Yijie Zhang
1
+ PDF Chat Robust Estimation of a Location Parameter 1992 Peter J. Huber
1
+ PDF Chat Deep Learning-Enabled Detection and Classification of Bacterial Colonies Using a Thin-Film Transistor (TFT) Image Sensor 2022 Yuzhu Li
Tairan Liu
Hatice Ceylan Koydemir
Hongda Wang
Keelan O’Riordan
Bijie Bai
Yuta Haga
Junji Kobashi
Hitoshi Tanaka
Takaya Tamaru
1
+ Methods and applications 1953 Harry M. Hansen
William N. Hurwitz
William G. Madow
1
+ U-Net: Convolutional Networks for Biomedical Image Segmentation 2015 Olaf Ronneberger
Philipp Fischer
Thomas Brox
1
+ PDF Chat Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification 2015 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
1