Center-Focusing Multi-task CNN with Injected Features for Classification
of Glioma Nuclear Images

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Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images

20 December 2016

Dimitris Samaras

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Papers citing "Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images"

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Title
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 85 58 0 18 Aug 2022
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification Ralf Raumanns Gerard Schouten Max Joosten J. Pluim Veronika Cheplygina 66 6 0 27 Jul 2021
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 46 8 0 26 Aug 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 92 15 0 25 Apr 2020
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types L. Hou Rajarsi R. Gupta John S. Van Arnam Yuwei Zhang Kaustubh Sivalenka Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 100 48 0 18 Feb 2020
Crowd disagreement about medical images is informative Veronika Cheplygina J. Pluim 68 25 0 21 Jun 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis Veronika Cheplygina Marleen de Bruijne J. Pluim 86 761 0 17 Apr 2018
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 52 64 0 13 Dec 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 114 144 0 03 Apr 2017
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 113 220 0 03 Jan 2017