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HEp-2 Cell Image Classification with Deep Convolutional Neural Networks
v1v2 (latest)

HEp-2 Cell Image Classification with Deep Convolutional Neural Networks

IEEE journal of biomedical and health informatics (IEEE JBHI), 2015
10 April 2015
Zhimin Gao
Lei Wang
Luping Zhou
Jianjia Zhang
ArXiv (abs)PDFHTML

Papers citing "HEp-2 Cell Image Classification with Deep Convolutional Neural Networks"

21 / 21 papers shown
Self-Paced Learning for Images of Antinuclear Antibodies
Self-Paced Learning for Images of Antinuclear AntibodiesIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Yiyang Jiang
Guangwu Qian
Jiaxin Wu
Qi Huang
Qing Li
Yongkang Wu
Xiao-Yong Wei
130
1
0
26 Nov 2025
Maximum margin learning of t-SPNs for cell classification with filtered
  input
Maximum margin learning of t-SPNs for cell classification with filtered inputIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2016
Haeyong Kang
Chang D. Yoo
Yongcheon Na
UQCVTPM
328
1
0
16 Mar 2023
Variability Matters : Evaluating inter-rater variability in
  histopathology for robust cell detection
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection
Cholmin Kang
C. Lee
Heon Song
M. Ma
Sérgio Pereira
318
11
0
11 Oct 2022
Stain-Adaptive Self-Supervised Learning for Histopathology Image
  Analysis
Stain-Adaptive Self-Supervised Learning for Histopathology Image Analysis
Haili Ye
Da-han Wang
170
3
0
08 Aug 2022
Ensembling Handcrafted Features with Deep Features: An Analytical Study
  for Classification of Routine Colon Cancer Histopathological Nuclei Images
Ensembling Handcrafted Features with Deep Features: An Analytical Study for Classification of Routine Colon Cancer Histopathological Nuclei ImagesMultimedia tools and applications (MTA), 2020
S. Tripathi
S. Singh
131
24
0
22 Feb 2022
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide
  Histopathology Images -- the ACDC@LungHP Challenge 2019
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019
Zhang Li
Jiehua Zhang
Longxuan Zhao
Xichao Teng
Xiaoliang Sun
...
P. Schüffler
Qifeng Yu
Hui Chen
Yuling Tang
G. Litjens
252
120
0
21 Aug 2020
SDCT-AuxNet$^θ$: DCT Augmented Stain Deconvolutional CNN with
  Auxiliary Classifier for Cancer Diagnosis
SDCT-AuxNetθ^θθ: DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis
S. Gehlot
Anubha Gupta
Ritu Gupta
MedIm
283
57
0
30 May 2020
Deep neural network models for computational histopathology: A survey
Deep neural network models for computational histopathology: A survey
C. Srinidhi
Ozan Ciga
Anne L. Martel
AI4CE
467
686
0
28 Dec 2019
Decision Support System for Detection and Classification of Skin Cancer
  using CNN
Decision Support System for Detection and Classification of Skin Cancer using CNNAdvances in Intelligent Systems and Computing (AISC), 2019
R. Garg
Saumil Maheshwari
A. Shukla
164
81
0
09 Dec 2019
Deep Learning based HEp-2 Image Classification: A Comprehensive Review
Deep Learning based HEp-2 Image Classification: A Comprehensive Review
Saimunur Rahman
Lei Wang
Changming Sun
Luping Zhou
VLM
197
37
0
20 Nov 2019
Deep Learning Models for Digital Pathology
Deep Learning Models for Digital Pathology
A. Bentaieb
Ghassan Hamarneh
MedIm
221
16
0
27 Oct 2019
Multi-label Detection and Classification of Red Blood Cells in
  Microscopic Images
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images
Wei Qiu
Jiaming Guo
Xiang Li
Mengjia Xu
Mo Zhang
Ning Guo
Shijie Zhao
218
19
0
07 Oct 2019
To What Extent Does Downsampling, Compression, and Data Scarcity Impact
  Renal Image Analysis?
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2019
Can Peng
Kun-li Zhao
Arnold Wiliem
Teng Zhang
Peter Hobson
A. Jennings
Brian C. Lovell
131
9
0
22 Sep 2019
Role of Class-specific Features in Various Classification Frameworks for
  Human Epithelial (HEp-2) Cell Images
Role of Class-specific Features in Various Classification Frameworks for Human Epithelial (HEp-2) Cell Images
Vibha Gupta
Arnav V. Bhavsar
96
1
0
30 Oct 2018
Fine-Grained Classification of Cervical Cells Using Morphological and
  Appearance Based Convolutional Neural Networks
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
Haoming Lin
Yuyang Hu
Siping Chen
Jianhua Yao
Ling Zhang
168
99
0
14 Oct 2018
Knowledge-guided Semantic Computing Network
Knowledge-guided Semantic Computing Network
Guangming Shi
Zhongqiang Zhang
Dahua Gao
Xuemei Xie
Yihao Feng
Xinrui Ma
Danhua Liu
149
12
0
29 Sep 2018
Computer-aided diagnosis of lung carcinoma using deep learning - a pilot
  study
Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study
Zhang Li
Zheyu Hu
Jiaolong Xu
Longxuan Zhao
Hui Chen
...
G. Cai
Q. Ouyang
Yuling Tang
G. Litjens
Qiang Li
170
35
0
14 Mar 2018
DeepPap: Deep Convolutional Networks for Cervical Cell Classification
DeepPap: Deep Convolutional Networks for Cervical Cell Classification
Ling Zhang
Le Lu
Isabella Nogues
Ronald M. Summers
Shaoxiong Liu
Jianhua Yao
174
417
0
25 Jan 2018
A Survey on Deep Learning in Medical Image Analysis
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
2.2K
12,870
0
19 Feb 2017
A deep convolutional neural network approach to single-particle
  recognition in cryo-electron microscopy
A deep convolutional neural network approach to single-particle recognition in cryo-electron microscopy
Yanan Zhu
Ouyang Qi
Youdong Mao
198
137
0
18 May 2016
Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis
Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis
Hongwei Bran Li
Wei-Shi Zheng
Jianguo Zhang
215
16
0
20 Apr 2016
1
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