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Patch-based Convolutional Neural Network for Whole Slide Tissue Image
  Classification

Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification

29 April 2015
L. Hou
Dimitris Samaras
Tahsin M. Kurc
Yi Gao
James E. Davis
Joel H. Saltz
    MedIm
ArXivPDFHTML

Papers citing "Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification"

11 / 11 papers shown
Title
How Effective Can Dropout Be in Multiple Instance Learning ?
How Effective Can Dropout Be in Multiple Instance Learning ?
Wenhui Zhu
Peijie Qiu
Xiwen Chen
Zhangsihao Yang
Aristeidis Sotiras
Abolfazl Razi
Yanjie Wang
54
0
0
21 Apr 2025
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis
Zhu Zhu
Shuo Jiang
Jingyuan Zheng
Yawen Li
Yifei Chen
Manli Zhao
Weizhong Gu
Feiwei Qin
Jinhu Wang
Gang Yu
MedIm
111
0
0
18 Apr 2025
Delving Deep into Rectifiers: Surpassing Human-Level Performance on
  ImageNet Classification
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
VLM
156
18,534
0
06 Feb 2015
DFDL: Discriminative Feature-oriented Dictionary Learning for
  Histopathological Image Classification
DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification
T. Vu
Hojjat Seyed Mousavi
V. Monga
A. Rao
G. Rao
33
41
0
03 Feb 2015
Fully Convolutional Multi-Class Multiple Instance Learning
Fully Convolutional Multi-Class Multiple Instance Learning
Deepak Pathak
Evan Shelhamer
Jonathan Long
Trevor Darrell
SSL
61
314
0
22 Dec 2014
Semantic Image Segmentation with Deep Convolutional Nets and Fully
  Connected CRFs
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
SSeg
97
4,882
0
22 Dec 2014
From Image-level to Pixel-level Labeling with Convolutional Networks
From Image-level to Pixel-level Labeling with Convolutional Networks
Pedro H. O. Pinheiro
R. Collobert
SSeg
VLM
51
53
0
23 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition
Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan
Andrew Zisserman
FAtt
MDE
860
99,991
0
04 Sep 2014
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy
  of Linear Classifiers
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers
Ari Seff
Le Lu
Kevin M. Cherry
H. Roth
Jiamin Liu
Shijun Wang
Joanne Hoffman
E. Turkbey
Ronald M. Summers
35
52
0
14 Aug 2014
Caffe: Convolutional Architecture for Fast Feature Embedding
Caffe: Convolutional Architecture for Fast Feature Embedding
Yangqing Jia
Evan Shelhamer
Jeff Donahue
Sergey Karayev
Jonathan Long
Ross B. Girshick
S. Guadarrama
Trevor Darrell
VLM
BDL
3DV
181
14,703
0
20 Jun 2014
Representation Learning: A Review and New Perspectives
Representation Learning: A Review and New Perspectives
Yoshua Bengio
Aaron Courville
Pascal Vincent
OOD
SSL
160
12,384
0
24 Jun 2012
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