Search results for "retinopathy"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Gnanamurthy Sundharamurthy, Vishnu Kumar Kaliappan	Cloud-based onboard prediction and diagnosis of diabetic retinopathy.	Concurr. Comput. Pract. Exp.	2021	DBLP DOI BibTeX RDF
13	Süleyman Burçin Süyun, Sakir Tasdemir, Serkan Bilis, Alexandru Milea	Using a Deep Learning System That Classifies Hypertensive Retinopathy Based on the Fundus Images of Patients of Wide Age.	Traitement du Signal	2021	DBLP DOI BibTeX RDF
13	Mohamed Jebran P., Sufia Banu	Deep Learning-Based Diabetic Retinopathy Detection: A Survey.	Int. J. Organ. Collect. Intell.	2021	DBLP DOI BibTeX RDF
13	Jyostna Devi Bodapati, Shaik Nagur Shareef, Naralasetti Veeranjaneyulu	Deep convolution feature aggregation: an application to diabetic retinopathy severity level prediction.	Signal Image Video Process.	2021	DBLP DOI BibTeX RDF
13	Gaurav Kumar, Shraban Kumar Chatterjee, Chiranjoy Chattopadhyay	DRISTI: a hybrid deep neural network for diabetic retinopathy diagnosis.	Signal Image Video Process.	2021	DBLP DOI BibTeX RDF
13	R. Alaguselvi, Kalpana Murugan	Performance analysis of automated lesion detection of diabetic retinopathy using morphological operation.	Signal Image Video Process.	2021	DBLP DOI BibTeX RDF
13	S. Saranya Rubini, A. Kunthavai	Genetic Optimized Stacked Auto Encoder Based Diabetic Retinopathy Classification.	J. Multiple Valued Log. Soft Comput.	2021	DBLP BibTeX RDF
13	Xiaoling Luo, Zuhui Pu, Yong Xu 0001, Wai Keung Wong, Jingyong Su, Xiaoyan Dou, Baikang Ye, Jiying Hu, Lisha Mou	MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms.	Pattern Recognit.	2021	DBLP DOI BibTeX RDF
13	Debabrata Swain, Sanket Sanjay Bijawe, Prasanna Prasad Akolkar, Aditya Shinde, Mihir Vijay Mahajani	Diabetic retinopathy using image processing and deep learning.	Int. J. Comput. Sci. Math.	2021	DBLP DOI BibTeX RDF
13	Jyostna Devi Bodapati, Shaik Nagur Shareef, Naralasetti Veeranjaneyulu	Composite deep neural network with gated-attention mechanism for diabetic retinopathy severity classification.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
13	Charu Bhardwaj, Shruti Jain, Meenakshi Sood	Hierarchical severity grade classification of non-proliferative diabetic retinopathy.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
13		Fundus image lesion detection algorithm for diabetic retinopathy screening.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
13		Exudate characterization to diagnose diabetic retinopathy using generalized method.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
13	Francisco Nunes, Pedro Madureira, Sílvia Rêgo, Cristiana Braga, Ruben Moutinho, Tiago Oliveira, Filipe Soares	A Mobile Tele-Ophthalmology System for Planned and Opportunistic Screening of Diabetic Retinopathy in Primary Care.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Mohamed M. Abdelsalam, M. A. Zahran	A Novel Approach of Diabetic Retinopathy Early Detection Based on Multifractal Geometry Analysis for OCTA Macular Images Using Support Vector Machine.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Fahman Saeed, Muhammad Hussain 0001, Hatim A. Aboalsamh	Automatic Diabetic Retinopathy Diagnosis Using Adaptive Fine-Tuned Convolutional Neural Network.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Anas Bilal, Guangmin Sun, Yu Li 0009, Sarah Mazhar, Abdul Qadir Khan	Diabetic Retinopathy Detection and Classification Using Mixed Models for a Disease Grading Database.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Harshit Kaushik, Dilbag Singh, Manjit Kaur, Hammam A. Alshazly, Atef Zaguia, Habib Hamam	Diabetic Retinopathy Diagnosis From Fundus Images Using Stacked Generalization of Deep Models.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Md. Nahiduzzaman, Md. Robiul Islam 0002, S. M. Riazul Islam, Md. Omaer Faruq Goni, Md. Shamim Anower, Kyung-Sup Kwak	Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy Using Extreme Learning Machine Algorithm.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Mohammad T. Al-Antary, Yasmine Arafa	Multi-Scale Attention Network for Diabetic Retinopathy Classification.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Eman AbdelMaksoud, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Tamer AbuHmed, Mohammed Elmogy	Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Michele Bernardini, Luca Romeo, Adriano Mancini, Emanuele Frontoni	A Clinical Decision Support System to Stratify the Temporal Risk of Diabetic Retinopathy.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Yujie Li, Zhang Song, Sunkyoung Kang, Sungtae Jung, Wenpei Kang	Semi-Supervised Auto-Encoder Graph Network for Diabetic Retinopathy Grading.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Sharmin Majumder, Nasser Kehtarnavaz	Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Zubair Khan, Fiaz Gul Khan, Ahmad Khan 0002, Zia ur Rehman 0001, Sajid Shah, Sehrish Qummar, Farman Ali 0001, Sangheon Pack	Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Zhiping Liu, Chen Wang, Xiaodong Cai, Hong Jiang, Jianhua Wang	Discrimination of Diabetic Retinopathy From Optical Coherence Tomography Angiography Images Using Machine Learning Methods.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Meysam Tavakoli, Alireza Mehdizadeh, Reza Aghayan, Reza Pourreza-Shahri, Tim Ellis, Jamshid Dehmeshki	Automated Microaneurysms Detection in Retinal Images Using Radon Transform and Supervised Learning: Application to Mass Screening of Diabetic Retinopathy.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Tieyuan Liu, Yi Chen, Hongjie Shen, Rupeng Zhou, Meng Zhang, Tonglai Liu, Jin Liu	A Novel Diabetic Retinopathy Detection Approach Based on Deep Symmetric Convolutional Neural Network.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Syed Ale Hassan, Shahzad Akbar, Amjad Rehman, Tanzila Saba, Hoshang Kolivand, Saeed Ali Bahaj	Recent Developments in Detection of Central Serous Retinopathy Through Imaging and Artificial Intelligence Techniques-A Review.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Ambaji S. Jadhav, Pushpa B. Patil, Sunil Biradar	Optimal feature selection-based diabetic retinopathy detection using improved rider optimization algorithm enabled with deep learning.	Evol. Intell.	2021	DBLP DOI BibTeX RDF
13	Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi	Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	Sujatha Krishnamoorthy, A. Shanthini, Gunasekaran Manogaran, Vijayalakshmi Saravanan, Adhiyaman Manickam, R. Dinesh Jackson Samuel	Regression Model-based Feature Filtering for Improving Hemorrhage Detection Accuracy in Diabetic Retinopathy Treatment.	Int. J. Uncertain. Fuzziness Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
13	D. Vanusha, B. Amutha	Classification of Diabetic Retinopathy using Capsules.	Int. J. Uncertain. Fuzziness Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
13	Laxmi Math, Ruksar Fatima	Adaptive machine learning classification for diabetic retinopathy.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Imran Qureshi, Jun Ma 0001, Qaisar Abbas	Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Amirali Amini Tehrani, Ali Mohammad Nickfarjam, Hossein Ebrahimpour-Komleh, Dawood Aghadoost	Multi-input 2-dimensional deep belief network: diabetic retinopathy grading as case study.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	Baiying Lei, Xianlu Zeng, Shan Huang, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang 0001, Jiantao Wang, Guoming Zhang	Automated detection of retinopathy of prematurity by deep attention network.	Multim. Tools Appl.	2021	DBLP DOI BibTeX RDF
13	M. J. Barman, D. Deb, M. K. Hassan, B. Choudhury	Review on the Role of Macular Edema in Retinopathy, Blindness and Automated Diagnosis Methods.	EAI Endorsed Trans. Pervasive Health Technol.	2021	DBLP DOI BibTeX RDF
13	Nouar AlDahoul, Hezerul Abdul Karim, Myles Joshua Toledo Tan, Mhd Adel Momo, Jamie Ledesma Fermin	Encoding Retina Image to Words using Ensemble of Vision Transformers for Diabetic Retinopathy Grading.	F1000Research	2021	DBLP DOI BibTeX RDF
13	Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener	ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis.	Medical Image Anal.	2021	DBLP DOI BibTeX RDF
13	Ping-Nan Chen, Chia-Chiang Lee, Chang-Min Liang, Shu-I Pao, Ke-Hao Huang, Ke-Feng Lin	General deep learning model for detecting diabetic retinopathy.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
13	Niloy Sikder, Mehedi Masud, Anupam Kumar Bairagi, Abu Shamim Mohammad Arif, Abdullah Al Nahid, Hesham Alhumyani	Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images.	Symmetry	2021	DBLP DOI BibTeX RDF
13	Titin Siswantining, Alhadi Bustamam, Sofia Debi Puspa, Zuherman Rustam, Fahrezal Zubedi	Biclustering of diabetic nephropathy and diabetic retinopathy microarray data using a similarity-based biclustering algorithm.	Int. J. Bioinform. Res. Appl.	2021	DBLP DOI BibTeX RDF
13	Nitin Shivsharan, Sanjay Ganorkar	Diabetic Retinopathy Detection Using Optimization Assisted Deep Learning Model: Outlook on Improved Grey Wolf Algorithm.	Int. J. Image Graph.	2021	DBLP DOI BibTeX RDF
13	Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi, Nader Karimi, Roshanak Roshandel, Shahram Shirani, Shadrokh Samavi	Classification of diabetic retinopathy using unlabeled data and knowledge distillation.	Artif. Intell. Medicine	2021	DBLP DOI BibTeX RDF
13	Md. Kamrul Hasan 0002, Md. Ashraful Alam, Md. Toufick E. Elahi, Shidhartho Roy, Robert Martí	DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image.	Artif. Intell. Medicine	2021	DBLP DOI BibTeX RDF
13	Lakshmana Kumar Ramasamy, Shynu Gopalan Padinjappurathu, Seifedine Nimer Kadry, Robertas Damasevicius	Detection of diabetic retinopathy using a fusion of textural and ridgelet features of retinal images and sequential minimal optimization classifier.	PeerJ Comput. Sci.	2021	DBLP DOI BibTeX RDF
13	Amartya Hatua, Badri Narayan Subudhi, Veerakumar Thangaraj, Ashish Ghosh	Early detection of diabetic retinopathy from big data in hadoop framework.	Displays	2021	DBLP DOI BibTeX RDF
13	Shiva Shankar Reddy, Nilambar Sethi, R. Rajender	Discovering Optimal Algorithm to Predict Diabetic Retinopathy using Novel Assessment Methods.	EAI Endorsed Trans. Scalable Inf. Syst.	2021	DBLP DOI BibTeX RDF
13	Abdüssamed Erciyas, Necaattin Barisçi	An Effective Method for Detecting and Classifying Diabetic Retinopathy Lesions Based on Deep Learning.	Comput. Math. Methods Medicine	2021	DBLP DOI BibTeX RDF
13	Abubakar Muhammad Ashir, Salisu Ibrahim, Muhammad Abdul-Ghani, Abdullahi Ibrahim Abdu, Mohammed S. Anwar	Diabetic Retinopathy Detection Using Local Extrema Quantized Haralick Features with Long Short-Term Memory Network.	Int. J. Biomed. Imaging	2021	DBLP DOI BibTeX RDF
13	Charu Bhardwaj, Shruti Jain, Meenakshi Sood	Deep Learning-Based Diabetic Retinopathy Severity Grading System Employing Quadrant Ensemble Model.	J. Digit. Imaging	2021	DBLP DOI BibTeX RDF
13	Ranjana Agrawal, Sucheta Kulkarni, Rahee Walambe, Ketan Kotecha	Assistive Framework for Automatic Detection of All the Zones in Retinopathy of Prematurity Using Deep Learning.	J. Digit. Imaging	2021	DBLP DOI BibTeX RDF
13	Francisco Jesús Martínez-Murcia, Andrés Ortiz 0001, Javier Ramírez 0001, Juan Manuel Górriz, Ricardo Cruz	Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy.	Neurocomputing	2021	DBLP DOI BibTeX RDF
13	V. Deepa, C. Sathish Kumar, Sheena Susan Andrews	Fusing dual-tree quaternion wavelet transform and local mesh based features for grading of diabetic retinopathy using extreme learning machine classifier.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Charu Bhardwaj, Shruti Jain, Meenakshi Sood	Diabetic retinopathy severity grading employing quadrant-based Inception-V3 convolution neural network architecture.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Mili Rosline Mathews, Anzar S. M.	A comprehensive review on automated systems for severity grading of diabetic retinopathy and macular edema.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Nitigya Sambyal, Poonam Saini, Rupali Syal, Varun Gupta 0005	Aggregated residual transformation network for multistage classification in diabetic retinopathy.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui	Mobile-aided screening system for proliferative diabetic retinopathy.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Anoop Balakrishnan Kadan, Perumal Sankar Subbian	Optimized hybrid classifier for diagnosing diabetic retinopathy: Iterative blood vessel segmentation process.	Int. J. Imaging Syst. Technol.	2021	DBLP DOI BibTeX RDF
13	Qiu-ming Zhang, Jing Luo, Korhan Cengiz	An Optimized Deep Learning based Technique for Grading and Extraction of Diabetic Retinopathy Severities.	Informatica (Slovenia)	2021	DBLP DOI BibTeX RDF
13	Noor Mohammed Almoosawi, Raidah S. Khudeyer	ResNet-34/DR: A Residual Convolutional Neural Network for the Diagnosis of Diabetic Retinopathy.	Informatica (Slovenia)	2021	DBLP DOI BibTeX RDF
13	Samar M. Ismail, Lobna A. Said, Ahmed H. Madian, Ahmed G. Radwan	Fractional-Order Edge Detection Masks for Diabetic Retinopathy Diagnosis as a Case Study.	Comput.	2021	DBLP DOI BibTeX RDF
13	Shubhi Gupta, Prakash Srivastava, Ashutosh Gupta	Portable Smart Healthcare Approach for Earlier Stage Eye Tests for Diabetic Retinopathy Detection.	Int. J. Inf. Retr. Res.	2021	DBLP DOI BibTeX RDF
13	Sengathir Janakiraman, Deva Priya M. 0001, A. Christy Jeba Malar, S. Karthick, Anitha Rajakumari P.	Reliable IoT-based Health-care System for Diabetic Retinopathy Diagnosis to defend the Vision of Patients.	Int. J. Pervasive Comput. Commun.	2021	DBLP DOI BibTeX RDF
13	Anoop Balakrishnan Kadan, Perumal Sankar Subbian	Diabetic Retinopathy Detection from Fundus Images Using Machine Learning Techniques : A Review.	Wirel. Pers. Commun.	2021	DBLP DOI BibTeX RDF
13	Yijin Huang, Li Lin 0006, Pujin Cheng, Junyan Lyu, Xiaoying Tang 0001	Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.	CoRR	2021	DBLP BibTeX RDF
13	Jay Nandy, Wynne Hsu, Mong-Li Lee	Distributional Shifts in Automated Diabetic Retinopathy Screening.	CoRR	2021	DBLP BibTeX RDF
13	Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li 0001	Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading.	CoRR	2021	DBLP BibTeX RDF
13	Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi	Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.	CoRR	2021	DBLP BibTeX RDF
13	Israa Odeh, Mouhammd Alkasassbeh 0001, Mohammad Alauthman	Diabetic Retinopathy Detection using Ensemble Machine Learning.	CoRR	2021	DBLP BibTeX RDF
13	Shaswat Patel, Maithili Lohakare, Samyak Prajapati, Shaanya Singh, Nancy Patel	DiaRet: A browser-based application for the grading of Diabetic Retinopathy with Integrated Gradients.	CoRR	2021	DBLP BibTeX RDF
13	Lei Shi, Junxing Zhang	Few-shot Learning Based on Multi-stage Transfer and Class-Balanced Loss for Diabetic Retinopathy Grading.	CoRR	2021	DBLP BibTeX RDF
13	Burcu Oltu, Büsra Kübra Karaca, Hamit Erdem, Atilla Özgür	A systematic review of transfer learning based approaches for diabetic retinopathy detection.	CoRR	2021	DBLP BibTeX RDF
13	Yuhao Niu, Lin Gu 0003, Yitian Zhao, Feng Lu 0005	Explainable Diabetic Retinopathy Detection and Retinal Image Generation.	CoRR	2021	DBLP BibTeX RDF
13	Sharmin Majumder, Nasser Kehtarnavaz	Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy.	CoRR	2021	DBLP BibTeX RDF
13	Ramya Bygari, Rachita Naik, Uday Kumar P	Blindness (Diabetic Retinopathy) Severity Scale Detection.	CoRR	2021	DBLP BibTeX RDF
13	Melissa delaPava, Hernán Rios, Francisco J. Rodríguez 0004, Oscar J. Perdomo, Fabio A. González 0001	A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection.	CoRR	2021	DBLP BibTeX RDF
13	Jonathan Zhang, Bowen Xie, Xin Wu, Rahul Ram, David Liang	Classification of Diabetic Retinopathy Severity in Fundus Images with DenseNet121 and ResNet50.	CoRR	2021	DBLP BibTeX RDF
13	Fahman Saeed, Muhammad Hussain 0001, Hatim A. Aboalsamh, Fadwa Al Adel, Adi Mohammed Al Owaifeer	Diabetic Retinopathy Screening Using Custom-Designed Convolutional Neural Network.	CoRR	2021	DBLP BibTeX RDF
13	Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu 0012, Xiangxi Meng 0001, Chuanqing Zhou, Qiushi Ren, Yanye Lu	A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy.	CoRR	2021	DBLP BibTeX RDF
13	Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek	On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy.	CoRR	2021	DBLP BibTeX RDF
13	Ee Fey Goh, Zhiyuan Chen 0007, Wei Xiang Lim	Frequency Domain Convolutional Neural Network: Accelerated CNN for Large Diabetic Retinopathy Image Classification.	CoRR	2021	DBLP BibTeX RDF
13	Vasudevan Lakshminarayanan, Hoda Kheradfallah, Arya Sarkar, J. Jothi Balaji	Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey.	CoRR	2021	DBLP BibTeX RDF
13	Yijin Huang, Li Lin 0006, Pujin Cheng, Junyan Lyu, Xiaoying Tang 0001	Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.	CoRR	2021	DBLP BibTeX RDF
13		FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy.	CoRR	2021	DBLP BibTeX RDF
13	Alexandros Papadopoulos, Fotis Topouzis, Anastasios Delopoulos	An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images.	CoRR	2021	DBLP BibTeX RDF
13	Aditya Jyoti Paul	Advances in Classifying the Stages of Diabetic Retinopathy Using Convolutional Neural Networks in Low Memory Edge Devices.	CoRR	2021	DBLP BibTeX RDF
13	Ayaan Haque, Ipsita Sutradhar, Mahziba Rahman, Mehedi Hasan, Malabika Sarker	Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients.	CoRR	2021	DBLP BibTeX RDF
13	Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag	Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction.	CoRR	2021	DBLP BibTeX RDF
13	Yunchao Gu, Xinliang Wang, Junjun Pan, Zhifan Yong, Shihui Guo, Tianze Pan, Yonghong Jiao, Zhong Zhou	Effective methods of diabetic retinopathy detection based on deep convolutional neural networks.	Int. J. Comput. Assist. Radiol. Surg.	2021	DBLP DOI BibTeX RDF
13	Dayananda Pruthviraja, Anil B. C., Sowmyarani C. N.	Efficient Local Cloud-Based Solution for Diabetic Retinopathy Detection.	Int. J. Web Based Learn. Teach. Technol.	2021	DBLP DOI BibTeX RDF
13	Bansode Balbhim Narhari, Bakwad Kamlakar Murlidhar, Ajij Dildar Sayyad, Ganesh Shahubha Sable	Automated diagnosis of diabetic retinopathy enabled by optimized thresholding-based blood vessel segmentation and hybrid classifier.	Bio Algorithms Med Syst.	2021	DBLP DOI BibTeX RDF
13	Sraddha Das, Krity Kharbanda, M. Suchetha 0001, Rajiv Raman 0004, Edwin Dhas D	Deep learning architecture based on segmented fundus image features for classification of diabetic retinopathy.	Biomed. Signal Process. Control.	2021	DBLP DOI BibTeX RDF
13	Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi	CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans.	Biomed. Signal Process. Control.	2021	DBLP DOI BibTeX RDF
13	Azat Garifullin, Lasse Lensu, Hannu Uusitalo	Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges.	Comput. Biol. Medicine	2021	DBLP DOI BibTeX RDF
13	Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias	Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.	Comput. Biol. Medicine	2021	DBLP DOI BibTeX RDF
13	Ayaka Sugeno, Yasuyuki Ishikawa, Toshio Ohshima, Rieko Muramatsu	Simple methods for the lesion detection and severity grading of diabetic retinopathy by image processing and transfer learning.	Comput. Biol. Medicine	2021	DBLP DOI BibTeX RDF
13	B. Sakthi Karthi Durai, J. Benadict Raja	An Effective Approach Based on Improved Convolutionary Neural Network Classifier for the Detection of Diabetic Retinopathy.	J. Medical Imaging Health Informatics	2021	DBLP DOI BibTeX RDF
13	J. Jayanthi, T. Jayasankar, N. Krishnaraj, N. B. Prakash, A. Sagai Francis Britto, K. Vinoth Kumar	An Intelligent Particle Swarm Optimization with Convolutional Neural Network for Diabetic Retinopathy Classification Model.	J. Medical Imaging Health Informatics	2021	DBLP DOI BibTeX RDF