Learning to segment images with classification labels

28 December 2019

Papers citing "Learning to segment images with classification labels"

20 / 20 papers shown

Title
Gleason Score Prediction using Deep Learning in Tissue Microarray Image Yi-hong Zhang Jing Zhang Yang Song Yaxin Peng Guang Yang 16 6 0 11 May 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 92 577 0 28 Dec 2019
Multimodal Self-Supervised Learning for Medical Image Analysis Aiham Taleb C. Lippert T. Klein Moin Nabi SSL 59 98 0 11 Dec 2019
Multi-layer Domain Adaptation for Deep Convolutional Networks Ozan Ciga Jianan Chen Anne L. Martel OOD MedIm 36 13 0 05 Sep 2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework Jiahui Li Shuang Yang Xiaodi Huang Q. Da Xiaoqun Yang Zhiqiang Hu Qi Duan Chaofu Wang Hongsheng Li 53 89 0 09 Jul 2019
A Survey of Crowdsourcing in Medical Image Analysis S. Ørting Andrew Doyle A. Hilten Matthias Hirth Oana Inel C. Madan Panagiotis Mavridis Helen Spiers Veronika Cheplygina 53 68 0 25 Feb 2019
Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data Nima Tajbakhsh Yufei Hu Junli Cao Xingjian Yan Yi Xiao Yong Lu Jianming Liang Demetri Terzopoulos Xiaowei Ding 42 77 0 25 Jan 2019
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong Tanveer Syeda-Mahmood Mehdi Moradi 51 65 0 15 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 284 567 0 13 Aug 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 73 195 0 04 Jun 2018
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation Ling Yang Yizhe Zhang Zhuo Zhao Hao Zheng Peixian Liang M. Ying A. Ahuja Danny Chen 33 31 0 02 Jun 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 225 3,283 0 21 Mar 2018
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 73 99 0 16 Mar 2018
Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks Bo Hu Ye Tang E. Chang Yubo Fan M. Lai Yan Xu GAN MedIm 39 90 0 30 Nov 2017
Employing Weak Annotations for Medical Image Analysis Problems Martin Rajchl Lisa M. Koch C. Ledig Jonathan Passerat-Palmbach K. Misawa K. Mori Daniel Rueckert 37 11 0 21 Aug 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 66 143 0 03 Apr 2017
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 152 2,978 0 30 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.7K 193,426 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,894 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 405 43,234 0 11 Feb 2015