A Comparative Study of U-Net Topologies for Background Removal in
Histopathology Images

A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images

8 June 2020

Abtin Riasatian

Maral Rasoolijaberi

H. R. Tizhoosh

Papers citing "A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images"

12 / 12 papers shown

Title
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 133 18,106 0 28 May 2019
Deep Features for Tissue-Fold Detection in Histopathology Images Morteza Babaie H. R. Tizhoosh 27 24 0 17 Mar 2019
Deep Barcodes for Fast Retrieval of Histopathology Scans M. Kumar Morteza Babaie Hamid Tizhoosh MedIm 39 27 0 30 Apr 2018
Classification and Retrieval of Digital Pathology Scans: A New Dataset Morteza Babaie Shivam Kalra A. Sriram Christopher Mitcheltree Shujin Zhu Seyed Amin Khatami Shahryar Rahnamayan H. R. Tizhoosh 50 50 0 22 May 2017
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks Hao Dong Guang Yang Fangde Liu Yuanhan Mo Yike Guo 56 726 0 10 May 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,832 0 17 Apr 2017
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images Péter Bándi Rob van de Loo M. Intezar D. Geijs F. Ciompi Bram van Ginneken Jeroen van der Laak G. Litjens 39 42 0 17 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 762 36,781 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014