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Sandeep Madarapu

Assistant Professor (OC), School of Artificial Intelligence, Bengaluru

Qualification: M.Tech.
m_sandeep@blr.amrita.edu
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Research Interest: Artificial Intelligence, Machine Learning, Deep Learning, Signal and Image processing, Pattern Recognition

Bio

Mr. Sandeep Madarapu working as an Assistant Professor on Contract at the Department of Artificial Intelligence, School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, India. He is currently pursuing Ph. D. at National Institute of Technology Rourkela. His research interests include Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Signal & Image Processing.

Publications

Journal Article

Year : 2025

C2x-FNet: Cascaded Dense Block With Twofold Cross-Feature Enhancement Module for Diabetic Retinopathy Grading

Cite this Research Publication : Sandeep Madarapu, Samit Ari, Kamalakanta Mahapatra, C2x-FNet: Cascaded Dense Block With Twofold Cross-Feature Enhancement Module for Diabetic Retinopathy Grading, IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/tim.2024.3500044

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2025

Diabetic retinopathy grading based on multi-scale residual network and cross-attention module

Cite this Research Publication : Atul Kumar Singh, Sandeep Madarapu, Samit Ari, Diabetic retinopathy grading based on multi-scale residual network and cross-attention module, Digital Signal Processing, Elsevier BV, 2025, https://doi.org/10.1016/j.dsp.2024.104888

Publisher : Elsevier BV

Year : 2025

CRA-Net: Cross reverse attention network for classification of neuro-degenerative diseases based on gait analysis

Cite this Research Publication : Deepika Bodepu, Mohammad Iman Junaid, Sandeep Madarapu, Jaya Prakash Sahoo, Samit Ari, CRA-Net: Cross reverse attention network for classification of neuro-degenerative diseases based on gait analysis, Biomedical Signal Processing and Control, Elsevier BV, 2025, https://doi.org/10.1016/j.bspc.2025.107886

Publisher : Elsevier BV

Year : 2024

A multi-resolution convolutional attention network for efficient diabetic retinopathy classification

Cite this Research Publication : Sandeep Madarapu, Samit Ari, Kamalakanta Mahapatra, A multi-resolution convolutional attention network for efficient diabetic retinopathy classification, Computers and Electrical Engineering, Elsevier BV, 2024, https://doi.org/10.1016/j.compeleceng.2024.109243

Publisher : Elsevier BV

Year : 2024

A deep integrative approach for diabetic retinopathy classification with synergistic channel-spatial and self-attention mechanism

Cite this Research Publication : Sandeep Madarapu, Samit Ari, K.K. Mahapatra, A deep integrative approach for diabetic retinopathy classification with synergistic channel-spatial and self-attention mechanism, Expert Systems with Applications, Elsevier BV, 2024, https://doi.org/10.1016/j.eswa.2024.123523

Publisher : Elsevier BV

Year : 2024

DFCAFNet: Dual-feature co-attentive fusion network for diabetic retinopathy grading

Cite this Research Publication : Sandeep Madarapu, Samit Ari, Kamalakanta Mahapatra, DFCAFNet: Dual-feature co-attentive fusion network for diabetic retinopathy grading, Biomedical Signal Processing and Control, Elsevier BV, 2024, https://doi.org/10.1016/j.bspc.2024.106564

Publisher : Elsevier BV

Year : 2024

Human gait recognition using attention based convolutional network with sequential learning

Cite this Research Publication : Mohammad Iman Junaid, Sandeep Madarapu, Samit Ari, Human gait recognition using attention based convolutional network with sequential learning, Signal, Image and Video Processing, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s11760-024-03765-2

Publisher : Springer Science and Business Media LLC

Conference Proceedings

Year : 2022

A Deep Learning based Hybrid Model for Classification of Diabetic Retinopathy

Cite this Research Publication : Sandeep Madarapu, Samit Ari, Kamalakanta Mahapatra, A Deep Learning based Hybrid Model for Classification of Diabetic Retinopathy, 2022 6th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), IEEE, 2022, https://doi.org/10.1109/csitss57437.2022.10026369

Publisher : IEEE

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