A Transfer Learning Approach for Diabetic Retinopathy Classification Using Deep Convolutional Neural Networks

Learning Approach ◽

Classification of Diabetic Retinopathy disease with Transfer Learning using Deep Convolutional Neural Networks

Advances in Electrical and Computer Engineering ◽

10.4316/aece.2021.03006 ◽

2021 ◽

Vol 21 (3) ◽

pp. 49-56

Author(s):

K. SOMASUNDARAM ◽

P. SIVAKUMAR ◽

D. SURESH

Keyword(s):

Neural Networks ◽

Diabetic Retinopathy ◽

Transfer Learning ◽

Algorithm Selection Framework for Legalization Using Deep Convolutional Neural Networks and Transfer Learning

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2021.3079126 ◽

2021 ◽

pp. 1-1

Author(s):

Renan Netto ◽

Sheiny Fabre ◽

Tiago Augusto Fontana ◽

Vinicius Livramento ◽

Laercio L. Pilla ◽

...

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Algorithm Selection ◽

Selection Framework

Multilevel Recognition of UAV-to-Ground Targets Based on Micro-Doppler Signatures and Transfer Learning of Deep Convolutional Neural Networks

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2020.3034616 ◽

2021 ◽

Vol 70 ◽

pp. 1-11

Author(s):

Lingzhi Zhu ◽

Shuning Zhang ◽

Xun Wang ◽

Si Chen ◽

Huichang Zhao ◽

...

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

A quantitative study of aggregation behaviour and integrity of spray-dried microcapsules using three deep convolutional neural networks with transfer learning

Journal of Food Engineering ◽

10.1016/j.jfoodeng.2021.110515 ◽

2021 ◽

Vol 300 ◽

pp. 110515

Author(s):

Fanqianhui Yu ◽

Tao Lu ◽

Baokun Han ◽

Changhu Xue

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Quantitative Study ◽

Aggregation Behaviour ◽

Spray Dried

Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks

2018 24th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2018.8545630 ◽

2018 ◽

Cited By ~ 9

Author(s):

Arindam Das ◽

Saikat Roy ◽

Ujjwal Bhattacharya ◽

Swapan K. Parui

Keyword(s):

Neural Networks ◽

Image Classification ◽

Transfer Learning ◽

Document Image ◽

Stacked Generalization ◽

Domain Transfer ◽

Domain Transfer Learning

Comparative Experimental Investigation and Application of Five Classic Pre-Trained Deep Convolutional Neural Networks via Transfer Learning for Diagnosis of Breast Cancer

Advances in Science and Technology – Research Journal ◽

10.12913/22998624/137964 ◽

2021 ◽

Vol 15 (3) ◽

pp. 1-8

Author(s):

Hidir Nogay ◽

Tahir Cetin Akinci ◽

Musa Yilmaz

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Experimental Investigation ◽

Transfer Learning ◽

Comparative Experimental Investigation

2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification

10.1109/cisp-bmei.2017.8301998 ◽

2017 ◽

Cited By ~ 25

Author(s):

Xiaogang Li ◽

Tiantian Pang ◽

Biao Xiong ◽

Weixiang Liu ◽

Ping Liang ◽

...

Keyword(s):

Neural Networks ◽

Diabetic Retinopathy ◽

Image Classification ◽

Transfer Learning ◽

Fundus Image

Proceedings of International Joint Conference on Computational Intelligence - Algorithms for Intelligent Systems ◽

Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks

10.1007/978-981-15-3607-6_17 ◽

2020 ◽

pp. 217-229

Author(s):

M. A. H. Akhand ◽

Md. Ijaj Sayim ◽

Shuvendu Roy ◽

N. Siddique

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Facial Image ◽

Age Prediction

2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

Deep Convolutional Neural Networks with Transfer Learning for Neonatal Pain Expression Recognition

10.1109/fskd.2018.8687129 ◽

2018 ◽

Author(s):

Guanming Lu ◽

Qiang Hao ◽

Kaiting Kong ◽

Jingjie Yan ◽

Haibo Li ◽

...

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Expression Recognition ◽

Neonatal Pain ◽

Pain Expression

15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine ◽

Combination of CT motion simulation and deep convolutional neural networks with transfer learning to recover Agatston scores

10.1117/12.2534882 ◽

2019 ◽

Author(s):

Thomas Holmes ◽

Kevin Ma ◽

Amir Pourmorteza

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Motion Simulation ◽