Journals

1. Sudha, V., Shanmugam, S.P., Anitha, D., Raja, R., "MAC-Leonets-A novel optimized hybrid convolutional neural networks for the segmentation and diagnosis of Edema diseases using retinal OCT images," Journal of Intelligent and Fuzzy Systems, 2023, 44(6), pp. 10605–10620.
2. Vineetha K, R., Bala, N.N., Sudha, V., Balakrishnan, D., "An Enhanced Automation Analysis for Structural Algorithm in Agro-Industries Using IoT," Engineering Proceedings, 2023, 59(1), p. 118.
3. TRG V. Sudha, "A Convolutional Neural Network Classifier VGG-19 Architecture for Lesion Detection and Grading in Diabetic Retinopathy Based on Deep Learning," Computers, Materials & Continua, 66(1), pp. 828-842.
4. V. Sudha, TRG Babu, N. Vikram, R. Raja, "Comparison of Detection and Classification of Hard Exudates Using Artificial Neural System vs. SVM Radial Basis Function in Diabetic Retinopathy," Molecular & Cellular Biomechanics, 18(3), p. 139.
5. Archana P., Divyabharathi, Camry Joshya Y., Sudha, "Artificial neural network for predicting fraudulent attacks," Journal of Physics: Conference Series, Volume 1979, Issue 1, ID 012016, 8 pp.

Conferences

1. Harshini, D.A., Amiritavarshini, S., Sudha, V., Raja, R., "Development and Deployment of an Internet of Things (IoT) Enabled Intelligent Medication Dispensing Solution," IEEE 9th International Conference on Smart Structures and Systems, ICSSS 2023, 2023.
2. Sudha, V., Mohammed Imamudeen, S.K., Poorvasindhu, D., Kavya, S., "IoT based Smart Prepaid Digital Multi-function Electricity Meter," Proceedings of the 2nd International Conference on Applied Artificial Intelligence and Computing, ICAAIC 2023, 2023, pp. 1420-1423.
3. Malarvizhi, C., Dass, P., Karthikeyani, P., Sudha, V., Iniyan, S., "Machine Learning and Advanced Technology Based Fire Detection," Proceedings of the International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics, ICIITCEE 2023, 2023, pp. 1232-1235.
4. Sathish, K., Mohanraj, A., Raman, R., Kumar, A., Vijayabhaskar, V., "IoT based Mobile App for Skin Cancer Detection using Transfer Learning," 6th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2022 - Proceedings, 2022, pp. 16-22.
5. Sudha, V., Kalyanasundaram, K., Abishek, R.C.S., Raja, R., "A Medical Image Enhancement to Denoise Poisson Noises Using Neural Network and Autoencoders," Lecture Notes in Networks and Systems, 2022, 436, pp. 717-725.
6. Chandran, S., Praveen, D., Sabeenian, R.S., Sudha, V., "Catastrophe Alert System for Risk Mitigation and an Auxiliary Vital Monitoring Sensor," Proceedings - 1st International Conference on Intelligent Technologies for Sustainable Electric and Communications Systems, iTech SECOM 2023, 2023, pp. 17-21.
7. Sakthi, C., Yogeshwaran, G., Sudha, V., Raja, R., "Machine Learning-Based Early Chronic Kidney Disease Detection and Risk Analysis," Proceedings - 1st International Conference on Intelligent Technologies for Sustainable Electric and Communications Systems, iTech SECOM 2023, 2023, pp. 265-269.
8. Adithya, D., Rahul, R., Sudha, V., Vikram, N., Raja, R., "Automated Brain Tumor Classification and Detection Using Modified Convolutional Neural Networks for Early Diagnosis," Proceedings - 1st International Conference on Intelligent Technologies for Sustainable Electric and Communications Systems, iTech SECOM 2023, 2023, pp. 351-355.

Book Publication:

1. Raja, R., Sudha, V., Pattanaik, B., Madhumathy, P, "LCL-Τ filter based analysis of two stage single phase grid connected module with intelligent FANN controllers," Machine Learning and IoT for Intelligent Systems and Smart Applications, 2021, pp. 35-61.
2. Sudha, V., Ganesh Babu T.R, "Correlation and Analysis of Overlapping Leukocytes in Blood Cell Images Using Intracellular Markers and Colocalization Operation," AI Innovation in Medical Imaging Diagnostics, 2021, pp. 137-154.
3. N Vikram, V Sudha, "Design and Implementation of Reconfigurable Antennas for Industrial and Medical Applications," Antenna Design for Narrowband IoT: Design, Analysis, and Applications, 2022, pp. 201-212.

Membership:

• Member of the Institution of Electronics & Telecommunication Engineers (IETE)
• Member of International Association of Engineers (IAENG)
• Member of International Association of Computer Science and Information Technology.

Research IDs:
https://www.webofscience.com/wos/author/record/ABF-7336-2021
https://orcid.org/ https://orcid.org/0000-0002-9137-4520
https://www.scopus.com/authid/detail.uri?authorId=57220009715
https://scholar.google.com/citations?user=r2mezxQAAAAJ&hl=en
https://www.researchgate.net/profile/Dr-Vsudha
https://vidwan.inflibnet.ac.in/profile/339799

Awards & Recognitions:

1. Obtained Gold and Topper 1% in NPTEL Online Certification on Teaching and learning in General programs held during July -August 2024
2. Obtained Elite + Silver and Top 5% in NPTEL Online Certification course on Electronic waste management held during July-August 2023
3. Obtained Elite + Silver in Demystified networking
4. Mentored my team of IIIrd year students and they won Ist prize in Hardware edition of Rs.60, 000/- in DEFINEHACK organized by Mar Baselios College of Technology, Kerala.