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Deep learning-based transformation of the H&E stain into special stains
v1v2 (latest)

Deep learning-based transformation of the H&E stain into special stains

20 August 2020
Kevin de Haan
Yijie Zhang
Jonathan E. Zuckerman
Tairan Liu
Anthony Sisk
M. F. P. Diaz
Kuang-Yu Jen
Alexander Nobori
Sofia Liou
Sarah Zhang
Rana Riahi
Y. Rivenson
W. D. Wallace
Aydogan Ozcan
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Deep learning-based transformation of the H&E stain into special stains"

8 / 8 papers shown
Title
Virtual staining for mitosis detection in Breast Histopathology
Virtual staining for mitosis detection in Breast Histopathology
Caner Mercan
Germonda Reijnen-Mooij
David Tellez Martin
J. Lotz
Nick Weiss
Marcel van Gerven
F. Ciompi
MedIm
32
37
0
17 Mar 2020
Digital synthesis of histological stains using micro-structured and
  multiplexed virtual staining of label-free tissue
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
56
128
0
20 Jan 2020
DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of
  Epithelial Regions in Histopathology PD-L1 Images
DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images
A. Kapil
T. Wiestler
Simon A Lanzmich
Abraham Silva
K. Steele
Marlon Rebelatto
G. Schmidt
N. Brieu
70
21
0
26 Jun 2019
PhaseStain: Digital staining of label-free quantitative phase microscopy
  images using deep learning
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning
Y. Rivenson
Tairan Liu
Zhensong Wei
Yibo Zhang
Aydogan Ozcan
57
327
0
20 Jul 2018
Distribution Matching Losses Can Hallucinate Features in Medical Image
  Translation
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation
Joseph Paul Cohen
Margaux Luck
S. Honari
OODMedIm
85
283
0
22 May 2018
StainGAN: Stain Style Transfer for Digital Histological Images
StainGAN: Stain Style Transfer for Digital Histological Images
M. Shaban
Christoph Baur
Nassir Navab
Shadi Albarqouni
MedIm
73
274
0
04 Apr 2018
Deep learning-based virtual histology staining using auto-fluorescence
  of label-free tissue
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
MedIm3DV
51
510
0
30 Mar 2018
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.9K
150,115
0
22 Dec 2014
1