ARCHIVES
Research Article
Ocular Disease Intelligent Recognition using Hybrid CNN Approach
Mohammed Ismail A1
Subash S2
Dhanush Kannan A3
Dr.J. B Jona4
S.A. Gunasekaran5
123 MSc (Integrated) Decision and Computing Sciences, Coimbatore Institute of Technology, Tamilnadu, India. 4Associate Professor, Department of Computer Applications, Coimbatore Institute of Technology, Tamilnadu, India. 5 Assistant Professor, Department of Computer Applications, Coimbatore Institute of Technology, Tamilnadu, India.
Published Online: May-June 2022
Pages: 469-472
Cite this article
No DOIReferences
[1] P GokilaBrindha, M Kavinraj, P Manivasakam and P Prasanth, “Brain tumor detection from MRI images using deep learning
techniques”, in IOP Conference Series: Materials Science and Engineering, 2021. doi:10.1088/1757-899X/1055/1/012115
[2] Md Shakib Khan, NafisaTafshir, Mohammad Monirujjaman Khan, “Deep Learning for Ocular Disease Recognition: An Inner-Class
Balance” in Computational Intelligence and Neuroscience, Volume 2022. Doi:10.1155/2022/5007111
[3] TakfarinesGuergueb, Moulay A Akhloufi, “Ocular Diseases Detection using Recent Deep Learning Techniques”, in 2021 43rd
Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Doi: 10.1109/ EMBC46164.
2021.9629763
[4] Simi Sanya, M Seetha, “Detection of Ocular Diseases using Ensemble of Deep Learning Models” in International Journal Of
Engineering Research & Technology (IJERT), Oct 2021. Doi: 10.17577/ IJERTV10IS090221
[5] Ye Mu, Yuheng Sun, Tianli Hu, He Gong, “Improved Model of Eye Disease Recognition Based on VGG Model” in Intelligent
Automation and Soft Computing 68(3):729-737. Doi: 10.32604/iasc.2021.016569
[6] Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang, “A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multidisease Detection” in Computer Vision and Pattern Recognition, Feb 2021. Doi: 10.48550/arXiv.2102.07978
[7] Awais Mehmood, Munwar Iqbal, Zahid Mehmood, AunIrtaza, “Prediction of Heart Disease Using Deep Convolutional Neural
Networks”, Arabian Journal For Science And Engineering, Oct-2020. Doi: 10.1007/s13369-020-05105-1
[8] Sammy Militante, Bobby Dioquino Gerardo, Ruji Medina, “Sugarcane Disease Recognition using Deep Learning”, in IEEE Eurasia
Conference on IOT, Communication and Engineering, Oct-2019. Doi: 10.1109/ECICE47484.2019.8942690
techniques”, in IOP Conference Series: Materials Science and Engineering, 2021. doi:10.1088/1757-899X/1055/1/012115
[2] Md Shakib Khan, NafisaTafshir, Mohammad Monirujjaman Khan, “Deep Learning for Ocular Disease Recognition: An Inner-Class
Balance” in Computational Intelligence and Neuroscience, Volume 2022. Doi:10.1155/2022/5007111
[3] TakfarinesGuergueb, Moulay A Akhloufi, “Ocular Diseases Detection using Recent Deep Learning Techniques”, in 2021 43rd
Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Doi: 10.1109/ EMBC46164.
2021.9629763
[4] Simi Sanya, M Seetha, “Detection of Ocular Diseases using Ensemble of Deep Learning Models” in International Journal Of
Engineering Research & Technology (IJERT), Oct 2021. Doi: 10.17577/ IJERTV10IS090221
[5] Ye Mu, Yuheng Sun, Tianli Hu, He Gong, “Improved Model of Eye Disease Recognition Based on VGG Model” in Intelligent
Automation and Soft Computing 68(3):729-737. Doi: 10.32604/iasc.2021.016569
[6] Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang, “A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multidisease Detection” in Computer Vision and Pattern Recognition, Feb 2021. Doi: 10.48550/arXiv.2102.07978
[7] Awais Mehmood, Munwar Iqbal, Zahid Mehmood, AunIrtaza, “Prediction of Heart Disease Using Deep Convolutional Neural
Networks”, Arabian Journal For Science And Engineering, Oct-2020. Doi: 10.1007/s13369-020-05105-1
[8] Sammy Militante, Bobby Dioquino Gerardo, Ruji Medina, “Sugarcane Disease Recognition using Deep Learning”, in IEEE Eurasia
Conference on IOT, Communication and Engineering, Oct-2019. Doi: 10.1109/ECICE47484.2019.8942690
Related Articles
2022
A Review on Bamboo Reinforced Concrete Beam
2022
FARMERS AGRICULTURAL PORTAL
2022
Sentiment Analysis of Religious Tweets
2022
Enhancement of beam strength by using bamboo as reinforcement in place of steel bars
2022
A Review on Anomaly Detection using PYOD Package
2022
