Deep Learning Microscopy

12 May 2017

Papers citing "Deep Learning Microscopy"

24 / 24 papers shown

Title
Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep Learning Ruibo Shang Geoffrey P. Luke Matthew O'Donnell UQCV 27 0 0 02 Jul 2024
Mathematical Algorithm Design for Deep Learning under Societal and Judicial Constraints: The Algorithmic Transparency Requirement Holger Boche Adalbert Fono Gitta Kutyniok FaML 23 4 0 18 Jan 2024
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 23 41 0 17 Sep 2022
$Physics-informed neural networks for diffraction tomography$ Physics-informed neural networks for diffraction tomography Amirhossein Saba Carlo Gigli Ahmed B. Ayoub D. Psaltis MedIm AI4CE 19 31 0 28 Jul 2022
Variational framework for partially-measured physical system control: examples of vision neuroscience and optical random media Babak Rahmani D. Psaltis C. Moser VGen DRL 21 1 0 25 Oct 2021
Deep-learning-driven Reliable Single-pixel Imaging with Uncertainty Approximation Ruibo Shang Mikaela A. O’Brien Geoffrey P. Luke UQCV BDL 12 2 0 24 Jul 2021
Machine learning for faster and smarter fluorescence lifetime imaging microscopy Varun Mannam Yide Zhang Xiaotong Yuan Cara Ravasio S. Howard 8 29 0 05 Aug 2020
Learning the geometry of wave-based imaging K. Kothari Maarten V. de Hoop Ivan Dokmanić AI4CE 11 8 0 10 Jun 2020
$Misalignment Resilient Diffractive Optical Networks$ Misalignment Resilient Diffractive Optical Networks Deniz Mengu Yifan Zhao N. Yardimci Y. Rivenson Mona Jarrahi Aydogan Ozcan 23 99 0 23 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 11 518 0 12 May 2020
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection He Sun Adrian V. Dalca Katherine L. Bouman 17 15 0 23 Mar 2020
Single-shot autofocusing of microscopy images using deep learning Yilin Luo Luzhe Huang Y. Rivenson Aydogan Ozcan 18 63 0 21 Mar 2020
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue Yijie Zhang Kevin de Haan Y. Rivenson Jingxi Li A. Delis Aydogan Ozcan 11 123 0 20 Jan 2020
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors Ruibo Shang Kevin Hoffer-Hawlik Geoffrey P. Luke 9 14 0 10 Jan 2020
Does deep learning always outperform simple linear regression in optical imaging? Shuming Jiao Yang Gao Jun Feng T. Lei Xiaocong Yuan 20 51 0 31 Oct 2019
$Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks$ Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks Yilin Luo Deniz Mengu N. Yardimci Y. Rivenson Muhammed Veli Mona Jarrahi Aydogan Ozcan 17 207 0 14 Sep 2019
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning Yichen Wu Y. Rivenson Hongda Wang Yilin Luo Eyal Ben-David L. Bentolila C. Pritz Aydogan Ozcan MedIm 12 186 0 31 Jan 2019
Deep learning-based super-resolution in coherent imaging systems Tairan Liu Kevin de Haan Y. Rivenson Zhensong Wei Xin Zeng Yibo Zhang Aydogan Ozcan SupR 19 126 0 15 Oct 2018
Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter Petteri Teikari Raymond P. Najjar L. Schmetterer D. Milea MedIm 13 27 0 13 Oct 2018
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 59 1,628 0 14 Apr 2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue Y. Rivenson Hongda Wang Zhensong Wei Yibo Zhang Harun Günaydın Aydogan Ozcan MedIm 3DV 10 500 0 30 Mar 2018
Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow Shaowei Jiang K. Guo Jun Liao G. Zheng 10 95 0 09 Mar 2018
Deep learning enhanced mobile-phone microscopy Y. Rivenson H. Koydemir Hongda Wang Zhensong Wei Z. Ren ... Yibo Zhang Z. Gorocs Kyle Liang Derek K. Tseng Aydogan Ozcan MedIm 13 163 0 12 Dec 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016