Personal profile
Research interests
Area of Interest
Image Processing, Machine Learning, Computer Vision
Area of Expertise
Image& Video Processing, Machine Learning, Computer Vision
Area of Research
Image/Video Processing, Machine Learning, Bio-Medical Image processing, Computer vision & security
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Collaborations and top research areas from the last five years
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Deep learning enabled pseudonymization for preserving data privacy of financial identifiers in public documents in India
Roopalakshmi, R., Kailas, S. & Sreelatha, R., 12-2026, In: Scientific Reports. 16, 1, 8120.Research output: Contribution to journal › Article › peer-review
Open Access -
Early Detection of Schizophrenia Prodromal Symptoms using Dense Neural Networks
Roopalakshmi, R., Rao, N. J. & Foram Mehta, M., 2025, Proceedings of 5th International Conference on Soft Computing for Security Applications, ICSCSA 2025. Institute of Electrical and Electronics Engineers Inc., p. 1778-1782 5 p. (Proceedings of 5th International Conference on Soft Computing for Security Applications, ICSCSA 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Efficient Light Gradient Boosting Machine (LGBM) Framework for Early-Stage Diagnosis of Alzheimer’s Disease
Roopalakshmi, R., Nagendran, S. & Sreelatha, R., 2025, Intelligent Solutions for Smart Adaptation in Digital Era - Select Proceedings of InCITe 2024. Hasteer, N., Blum, C., Mehrotra, D. & Pandey, H. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 405-415 11 p. (Lecture Notes in Electrical Engineering; vol. 1278).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MoReco: AI Model Recommendation and Optimization for B5G Networks
Jaisawal, S. K., Chawla, D., Mittal, P., Roopalakshmi, R., Paul, A. & Singh, S., 2025, Advanced Network Technologies and Intelligent Computing - 4th International Conference, ANTIC 2024, Proceedings. Verma, A., Verma, P., Pattanaik, K. K., Buyya, R. & Dasgupta, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 267-278 12 p. (Communications in Computer and Information Science; vol. 2336 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Prediction of Preliminary-Level Schizophrenia Symptoms by Leveraging Clinical Factors and Demographic Features
Roopalakshmi, R. & Patel, C. B., 2025, ICT: Applications and Social Interfaces - Proceedings of ICTCS 2024. Joshi, A., Mahmud, M., Ragel, R. & Kartik, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 109-118 10 p. (Lecture Notes in Networks and Systems; vol. 1323 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution