I received the B.Sc. Computer Science in 2006, from Gulbarga University, Gulbarga, M.C.A. in 2009, from Gulbarga University, Gulbarga, and has awarded Ph.D. in 2022, from Bharathiar University, Coimbatore, India.
RESEARCH INTERESTS
Image Processing, Computer Network, Cyber Security, Software Engineering, Big Data, Data Mining & AI.
4
Scopus Publications
26
Scholar Citations
3
Scholar h-index
Scopus Publications
Integration of Artificial Intelligence for a low-cost diagnosis of Diabetic Retinopathy Mohammed Shafeeq Ahmed, Tiruvedula Mithun, Regonda Nagaraju, Y Sowmya Reddy, Walunj Madhukar Baban, et al. Proceedings of the 5th International Conference on Electronics Communication and Aerospace Technology Iceca 2021, 2021 Patients with Diabetic Retinopathy (DR) who do not receive appropriate diagnosis and treatment may go blind as the disease affects the retina's blood vessels. Diabetic retinopathy disease must be detected and diagnosed early if the patient's vision is to be preserved. Specifically, this research focuses on digital image analysis, which has huge benefits in terms of both time and money savings, as well as giving more objective measurements than current observer-driven systems and decreasing the workload required from manually taught graders.
Detection and classification of exudates by extracting the area from RGB fundus images International Journal of Recent Technology and Engineering, 2019
Detection of exudates from RGB fundus images using 3σ control method Mohammed Shafeeq Ahmed, Baddam Indira Proceedings of the 2017 International Conference on Wireless Communications Signal Processing and Networking Wispnet 2017, 2017 Diabetic Retinopathy (DR) is characterized by color based pathologies. The fundus camera generates fundus image in RGB color and ophthalmologist analyze that image and mark the pathologies to diagnose level of DR. Early detection of exudates from retinal images can potentially reduces the risk of blindness of people suffering from DR. The aim of the work presented in this paper is to detect the exudates (yellowish fat deposit on the retinal surface) from fundus images in RGB color space, thereby facilitate a realistic diagnosis close to the method adopted by ophthalmologist. A Statistical measure-three sigma is used to compute the color intensity range of exudates pixels. The retinal images are preprocessed to enhance the color intensity and optic disk (OD) is eliminated because, it shares similar features with exudates. The aim and objective of this paper is to detect the exudates from RGB fundus images, the pre-processed images are then classified based on the information extracted from three-sigma control method. The results so obtained are promising and also facilitates the ophthalmologist in diagnosing the disease.
RECENT SCHOLAR PUBLICATIONS
Integration of Artificial Intelligence for a low-cost diagnosis of Diabetic Retinopathy MS Ahmed, T Mithun, R Nagaraju, YS Reddy, WM Baban, S Jaiswal 2021 5th International Conference on Electronics, Communication and … , 2021 2021 Citations: 2
Detection and Classification of Exudates by Extracting the Area from RGB Fundus Images MS Ahmed, B Indira International Journal of Recent Technology and Engineering (IJRTE) 8 (1 … , 2019 2019
Comparative Study on Localization of Optic disc from RGB Fundus Images DBI Mohammed Shafeeq Ahmed International Journal of Emerging Trends and Technology in Computer Science … , 2017 2017
Detection and Classification of Non-Proliferative Diabetic Retinopathy Stages Using Morphological Operations and SVM Classifier DBI Mohammed Shafeeq Ahmed 2nd International Conference for Convergence in Technology , 2017 2017
Morphological technique for detection of microaneurysms from RGB fundus images MS Ahmed, B Indira 2017 International Conference on Wireless Communications, Signal Processing … , 2017 2017 Citations: 6
Detection of exudates from RGB fundus images using 3σ control method MS Ahmed, B Indira 2017 International Conference on Wireless Communications, Signal Processing … , 2017 2017 Citations: 6
A Study on Automatic Segmentation of Optic Disc in Retinal Fundus Images MS Ahmed, B Indira International Journal of Computer Trends and Technology (IJCTT) 40 (1), 10-16 , 2016 2016
A SURVEY ON AUTOMATIC DETECTION OF DIABETIC RETINOPATHY DBI Mohammed Shafeeq Ahmed International Journal of Computer Engineering & Technology (IJCET) 6 (Issue … , 2015 2015 Citations: 8
A Study on IEEE 802.16 (WiMAX) And Its Security Issues MS Ahmed International Journal of Advanced Technology & Engineering Research (IJATER … , 2014 2014
PERFORMANCE AND EVALUATION OF FREQUENT ITEMSETS USING FP-GROWTH AND HUI TECHNIQUE IN DATA MINING MS Ahmed International Journal of Functional Management 6 (2), 206-209 , 2013 2013
DATA WAREHOUSING APPLICATIONS: AN ANALYTICAL TOOL FOR DECISION SUPPORT SYSTEM MS AHMED International Journal of Computer Science and Informatics 3 (1), 11-16 , 2013 2013 Citations: 1
PERFORMANCE EVALUATION AND ENHANCEMENT OF THE INITIAL RANGING MECHANISM IN MAC 802.16 FOR WIMAX NETWORKS USING NS-2 MS AHMED INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATION & MANAGEMENT 2 (7 … , 2012 2012
Network Security Using Cryptographic Mechanism MS Ahmed Opportunities & Challenges for Future Managers , 2011 2011
Medical Image Edge Detection on Object Recognition of Human Organs Based on Mathematical Morphology Theory MS Ahmed Recent Trends in Computer Technology 2, 167-170 , 2011 2011
Database Security in Network Based Environment MS Ahmed BIZTECH, 29-35 , 2011 2011
A survey on dynamic clustering based colour image segmentation using genetic algorithm MS Ahmed World Journal of Science and Technology 1 (12), 35-41 , 2011 2011 Citations: 3
MOST CITED SCHOLAR PUBLICATIONS
A SURVEY ON AUTOMATIC DETECTION OF DIABETIC RETINOPATHY DBI Mohammed Shafeeq Ahmed International Journal of Computer Engineering & Technology (IJCET) 6 (Issue … , 2015 2015 Citations: 8
Morphological technique for detection of microaneurysms from RGB fundus images MS Ahmed, B Indira 2017 International Conference on Wireless Communications, Signal Processing … , 2017 2017 Citations: 6
Detection of exudates from RGB fundus images using 3σ control method MS Ahmed, B Indira 2017 International Conference on Wireless Communications, Signal Processing … , 2017 2017 Citations: 6
A survey on dynamic clustering based colour image segmentation using genetic algorithm MS Ahmed World Journal of Science and Technology 1 (12), 35-41 , 2011 2011 Citations: 3
Integration of Artificial Intelligence for a low-cost diagnosis of Diabetic Retinopathy MS Ahmed, T Mithun, R Nagaraju, YS Reddy, WM Baban, S Jaiswal 2021 5th International Conference on Electronics, Communication and … , 2021 2021 Citations: 2
DATA WAREHOUSING APPLICATIONS: AN ANALYTICAL TOOL FOR DECISION SUPPORT SYSTEM MS AHMED International Journal of Computer Science and Informatics 3 (1), 11-16 , 2013 2013 Citations: 1
Detection and Classification of Exudates by Extracting the Area from RGB Fundus Images MS Ahmed, B Indira International Journal of Recent Technology and Engineering (IJRTE) 8 (1 … , 2019 2019
Comparative Study on Localization of Optic disc from RGB Fundus Images DBI Mohammed Shafeeq Ahmed International Journal of Emerging Trends and Technology in Computer Science … , 2017 2017
Detection and Classification of Non-Proliferative Diabetic Retinopathy Stages Using Morphological Operations and SVM Classifier DBI Mohammed Shafeeq Ahmed 2nd International Conference for Convergence in Technology , 2017 2017
A Study on Automatic Segmentation of Optic Disc in Retinal Fundus Images MS Ahmed, B Indira International Journal of Computer Trends and Technology (IJCTT) 40 (1), 10-16 , 2016 2016
A Study on IEEE 802.16 (WiMAX) And Its Security Issues MS Ahmed International Journal of Advanced Technology & Engineering Research (IJATER … , 2014 2014
PERFORMANCE AND EVALUATION OF FREQUENT ITEMSETS USING FP-GROWTH AND HUI TECHNIQUE IN DATA MINING MS Ahmed International Journal of Functional Management 6 (2), 206-209 , 2013 2013
PERFORMANCE EVALUATION AND ENHANCEMENT OF THE INITIAL RANGING MECHANISM IN MAC 802.16 FOR WIMAX NETWORKS USING NS-2 MS AHMED INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATION & MANAGEMENT 2 (7 … , 2012 2012
Network Security Using Cryptographic Mechanism MS Ahmed Opportunities & Challenges for Future Managers , 2011 2011
Medical Image Edge Detection on Object Recognition of Human Organs Based on Mathematical Morphology Theory MS Ahmed Recent Trends in Computer Technology 2, 167-170 , 2011 2011
Database Security in Network Based Environment MS Ahmed BIZTECH, 29-35 , 2011 2011
Publications
1. Detection and Classification of Diabetic Retinopathy from Fundus Images using Optimized 3 Sigma and NN. (Application No. 202241000469, Journal No. 05/2022, pp. no 6187, dated 04/02/2022).
2. Auto Encoder Deep Convolutional Neural Network and Machine Learning Approaches for Image Retrieval System. (Application No. 202111055040, Journal No. 49/2021, pp. no 57834, dated 03/12/2021).
3. Reliability Control using Loss Recovery Techniques in Wireless Sensor Network. (Application No. 202121052948, Journal No. 48/2021, pp. no 56292, dated 26/11/2021).
