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Context-based Normalization of Histological Stains using Deep
  Convolutional Features

Context-based Normalization of Histological Stains using Deep Convolutional Features

14 August 2017
Daniel Bug
Steffen Schneider
A. Grote
E. Oswald
Friedrich Feuerhake
J. Schüler
Dorit Merhof
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Context-based Normalization of Histological Stains using Deep Convolutional Features"

9 / 9 papers shown
A Bayesian Approach to OOD Robustness in Image Classification
A Bayesian Approach to OOD Robustness in Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2024
Prakhar Kaushik
Adam Kortylewski
Yaoyao Liu
268
7
0
12 Mar 2024
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network
A Laplacian Pyramid Based Generative H&E Stain Augmentation NetworkIEEE Transactions on Medical Imaging (TMI), 2023
Fangda Li
Zhiqiang Hu
Wen Chen
A. Kak
MedIm
339
7
0
23 May 2023
RestainNet: a self-supervised digital re-stainer for stain normalization
RestainNet: a self-supervised digital re-stainer for stain normalizationComputers & electrical engineering (CEE), 2022
Bingchao Zhao
Jiatai Lin
C. Liang
Zongjian Yi
Xin Chen
...
Weihao Qiu
Dan Li
Li Liang
Chu Han
Zaiyi Liu
242
38
0
28 Feb 2022
WILDS: A Benchmark of in-the-Wild Distribution Shifts
WILDS: A Benchmark of in-the-Wild Distribution ShiftsInternational Conference on Machine Learning (ICML), 2020
Pang Wei Koh
Shiori Sagawa
Henrik Marklund
Sang Michael Xie
Marvin Zhang
...
A. Kundaje
Emma Pierson
Sergey Levine
Chelsea Finn
Abigail Z. Jacobs
OOD
779
1,744
0
14 Dec 2020
StyPath: Style-Transfer Data Augmentation For Robust Histology Image
  Classification
StyPath: Style-Transfer Data Augmentation For Robust Histology Image ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
P. Cicalese
Aryan Mobiny
Pengyu Yuan
Jan Becker
Chandra Mohan
H. Nguyen
MedImOOD
136
19
0
09 Jul 2020
Improving robustness against common corruptions by covariate shift
  adaptation
Improving robustness against common corruptions by covariate shift adaptation
Steffen Schneider
E. Rusak
L. Eck
Oliver Bringmann
Wieland Brendel
Matthias Bethge
VLM
480
617
0
30 Jun 2020
Deep Learning Models for Digital Pathology
Deep Learning Models for Digital Pathology
A. Bentaieb
Ghassan Hamarneh
MedIm
221
16
0
27 Oct 2019
Quantifying the effects of data augmentation and stain color
  normalization in convolutional neural networks for computational pathology
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology
David Tellez
G. Litjens
Péter Bándi
W. Bulten
J. Bokhorst
F. Ciompi
Jeroen van der Laak
MedImOOD
300
600
0
18 Feb 2019
Computational Histological Staining and Destaining of Prostate Core
  Biopsy RGB Images with Generative Adversarial Neural Networks
Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks
Zefang Zong
J. Feng
A. Lowe
Hongzhi Shi
MedIm
227
57
0
26 Oct 2018
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