Title
Domain-Robust Mitotic Figure Detection with Style Transfer Youjin Chung Jihoon Cho Jinah Park OOD 20 5 0 02 Sep 2021
MitoDet: Simple and robust mitosis detection Jakob Dexl M. Benz Volker Bruns P. Kuritcyn Thomas Wittenberg 35 3 0 02 Sep 2021
Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge Mostafa Jahanifar A. Shephard Neda Zamani Tajeddin R. M. S. Bashir M. Bilal S. Khurram F. Minhas Nasir M. Rajpoot OOD 32 21 0 02 Sep 2021
Rotation Invariance and Extensive Data Augmentation: a strategy for the Mitosis Domain Generalization (MIDOG) Challenge Maxime W. Lafarge V. Koelzer 12 9 0 02 Sep 2021
Sk-Unet Model with Fourier Domain for Mitosis Detection Sen Yang F. Luo Jun Zhang Xiyue Wang 29 8 0 01 Sep 2021
Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images Jack Breen K. Zucker Nicolas M. Orsi Nishant Ravikumar 22 9 0 01 Sep 2021
Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge Xi Long Ying Cheng Xiao Mu Lian Liu Jingxin Liu 19 4 0 01 Sep 2021
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images R. Nateghi Fattane Pourakpour 8 4 0 31 Aug 2021
Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge Jing Liang Cheng-Yu Wang Yujie Cheng Zheng Wang Fang Wang Liyu Huang Zhibin Yu Yubo Wang 22 4 0 31 Aug 2021
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani Nasir M. Rajpoot 38 22 0 30 Aug 2021
Quantifying the Scanner-Induced Domain Gap in Mitosis Detection Marc Aubreville C. Bertram M. Veta R. Klopfleisch N. Stathonikos Katharina Breininger N. T. ter Hoeve F. Ciompi Andreas Maier 19 24 0 30 Mar 2021
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels C. Bertram M. Veta Christian Marzahl N. Stathonikos Andreas Maier R. Klopfleisch Marc Aubreville 8 26 0 10 Jul 2020
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Siyuan Qiao Liang-Chieh Chen Alan Yuille ObjD 59 757 0 03 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 44 122 0 29 May 2020
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control Christian Marzahl Marc Aubreville C. Bertram Jennifer K. Maier Christian Bergler Christine Kröger J. Voigt Katharina Breininger R. Klopfleisch Andreas Maier 29 33 0 30 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 63 891 0 11 Apr 2020
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis Maxime W. Lafarge Erik J. Bekkers J. Pluim R. Duits M. Veta MedIm 89 74 0 20 Feb 2020
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides Christian Marzahl Marc Aubreville C. Bertram J. Stayt A. Jasensky ... Prathmesh Madhu J. Voigt Jenny Hill R. Klopfleisch Andreas Maier 24 46 0 12 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 81 17,950 0 28 May 2019
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 53 1,011 0 16 Dec 2018
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge M. Veta Y. Heng N. Stathonikos B. Bejnordi F. Beca ... E. Chang Yan Xu Andrew H. Beck P. Diest J. Pluim 37 262 0 22 Jul 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 122 4,885 0 03 Dec 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 92 3,547 0 24 Nov 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 280 19,560 0 21 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 611 36,599 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 396 61,900 0 04 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
Assessment of algorithms for mitosis detection in breast cancer histopathology images M. Veta P. Diest S. Willems Haibo Wang A. Madabhushi ... Nasir M. Rajpoot E. Arkoumani M. Laclé M. Viergever J. Pluim 42 427 0 21 Nov 2014