| 1. A Hybrid ConvNeXtV2–MaxViT Framework with CNN-based Feature Refinement for Skin Lesion Classification. Bipin P.R., Anoop V., Ramu R., Santhi K., Upendra Kumar. Journal of Innovative Image Processing 8, 747-764. 2026. |
| 2. Multimodal neuroimaging-based deep learning framework for pattern analysis and early prediction of neurodegenerative diseases. V Asmabi, V Anoop. Neuroscience. 2026. |
| 3. A Vessel-Aware Preprocessing Framework with Deep Neural Networks for Accurate Retinopathy of Prematurity Classification. KR Bharathy, V Anoop. 2026 International Conference on AI-Driven Solutions for Sustainable Smart Systems. 2026. |
| 4. Lung Cancer Segmentation Using an Enhanced TransUNet++ Architecture. V Anoop, GM Karthik, S Savitha, B Ramu. Journal of Biomedical Photonics & Engineering 12 (1), 010305. 2026. |
| 5. Efficient Intrusion Detection with DL-Protect: Balancing Accuracy, Interpretability, and Resource Efficiency. N Narkhede, KV Balaramakrishna, GM Karthik, V Anoop. International Journal of Intelligent Engineering & Systems 19 (3), 1. 2026. |
| 6. Early detection of retinopathy of prematurity using a CNN-LSTM-attention model: A non-invasive risk classification approach. KR Bharathy, V Anoop. Biomedical Signal Processing and Control 113, 108950. 2026. |
| 7. Early Prediction and Risk Analysis Using Hybrid Deep Learning Techniques in Multimodal Biomedical Image. A Vylala, B Plakkottu Radhakrishnan, A Balakrishnan Kadan. Developmental Neurobiology 85 (4), e23001. 2025. |
| 8. AI-Powered Smart Glasses for Real-Time Speech-to-Text Transcription. TP Ashique, H Girish, IP Sabu, T Raju, V Anoop. 2025 4th International Conference on Advances in Computing, Communication and Applied Informatics. 2025. |
| 9. Multi-Class Lung CT Image Classification for Enhanced Cancer Detection Using Fine-Tuned EfficientNet-B7 Framework. A Ananthan, V Anoop. 2025 International Conference on Power, Instrumentation, Control and Computing. 2025. |
| 10. Optimising Optic Disc and Blood Vessel Segmentation using Ladder Net for grading of Retinopathy of Prematurity. V Anoop. 2025 4th International Conference on Advances in Computing, Communication and Applied Informatics. 2025. |
| 11. Advanced health care monitoring in IOMT systems through integrated CNN and LSTM. JS Alikhan, A Sankaran, S Isaac, D Jaishree, S Vinayagapriya, V Anoop. 2025 3rd International Conference on Communication, Security, and Artificial Intelligence. 2025. |
| 12. Machine Learning Architecture for Detection of Cancer from DNA. JM Jerry, JL Mathew, A Parakkal, V Anoop. 2025 4th International Conference on Advances in Computing, Communication and Applied Informatics. 2025. |
| 13. A Hybrid DWT-NLM-PSO Based Denoising Method for Enhanced Brain Imaging. DR Pillai, V Anoop. 2025 4th International Conference on Advances in Computing, Communication and Applied Informatics. 2025. |
| 14. A Deep Learning System Model For Detecting Neurodegenerative Diseases From Retinal Optical Coherence Tomography. V Asmabi, V Anoop. 2025 4th International Conference on Advances in Computing, Communication and Applied Informatics. 2025. |
| 15. Functional Imaging in Radiology: Assessing Metabolic and Molecular Changes in Disease Diagnosis. V Anitha, Ashirwad P, Hement Kumar Ahirwar, Sheffy, V Anoop. Journal of Neonatal Surgery 14 (7). 2025. |
| 16. Advancing Sign Language Prediction with Neural Network Models. G KP, V Anoop, A V, A Parakkal, JP Joji. 2024 International Conference on Advancement in Renewable Energy and Sustainable Development. 2025. |
| 17. Chromatic Diagnostics: Enhancing Paddy Disease Detection with Filter-Based Feature Transformation. Deipali Vikram Gore, S. Rahamat Basha, S Vinayagapriya, V Anoop. Journal of Information Systems Engineering and Management. 2025. |
| 18. Sadananda Lingayya, Anoop Vylala, Dynamic task offloading for resource allocation and privacy-preserving framework in Kub edge-based edge computing using machine learning-Cluster Computing-Springer (SCIE)-March 2024. https://doi.org/10.1007/s10586-024-04420-8(0123456789 (Impact Factor 3.6) |
| 19. Jayesh George Melekoodappattu, Anoop Vylala , Brain cancer classification based on multistage ensemble generative adversarial network and convolutional neural network- Cell Biochemistry and Function-Wiley (SCIE) -October 2023. DOI: 10.1002/cbf.3870 (Impact Factor 3.6) |
| 20. Anoop V · Bipin PR · Anoop BK Automated biomedical image classification using multi‑scale dense dilated semi‑supervised u‑net with CNN architecture- Multimedia Tools and Applications-Springer (SCIE). August 2023, https://doi.org/10.1007/s11042-023-16659-1 (Impact Factor 2.9) |
| 21. V Anoop, PR Bipin, Exploitation whale optimization based optimal offloading approach and topology optimization in a mobile ad hoc cloud environment. Journal of Ambient Intelligence and Humanized Computing – Springer, (SCIE) February 2021, https://doi.org/10.1007/s12652-021-02945-z (Impact Factor- 3.662) |
| 22. Jayesh George Melekoodappattu, Anoop Balakrishnan Kadan, V Anoop, Early detection of breast malignancy using wavelet features and optimized classifier- Int J Imaging Syst. Technol. 2021;1–13. Wiley(SCIE). December 2020 (Impact Factor- 2.88) |
| 23. V Anoop, PR Bipin, Super-Resolution Based Automatic Diagnosis of Retinal Disease for Clinical Applications, Neural Processing Letters,1-16- Springer (SCIE), 2020. https://doi.org/10.1007/s11063-020-10292-x (Impact Factor- 2.891) |
| 24. V Sunderaraj, V Anoop. et.al, CCGPA‐MPPT: Cauchy preferential crossover‐based global pollination algorithm for MPPT in photovoltaic system, Progress in Photovoltaics: Research and Applications -Wily (SCIE) 2020. https://doi.org/10.1002/pip.3315 (Impact Factor- 7.62) |
| 25. Irine c Jose, Anoop. V, Speech Enhancement using LQE and Optimization Techniques, IEEE Xplore (Scopus), 2020. DOI: 10.1109/ICCSP48568.2020.9182288. |
| 26. Anoop Vylala, B Plakkottu Radhakrishnan, Spectral feature and optimization-based actor-critic neural network for arrhythmia classification using ECG signal, Journal of Experimental & Theoretical Artificial Intelligence-Taylor & Francis, (SCIE) 2019, ISSN:0952-813X(Print)1362-3079(Online), https://doi.org/10.1080/0952813X.2019.1652355 (Impact Factor- 2.111) |
| 27. F Joseph, V Anoop, Detection of Waves in ECG for Arrhythmia Classification, IEEE Xplore, (Scopus) 2019, DOI: 10.1109/ICOEI.2019.8862653. |
| 28. Security framework for Internet of Things (IoT)-A systematic Review Anoop Balakrishnan, Anoop Vylala, Lap Lambert Publications,2019.-Book Chapter. |
| 29. V Anoop, P.V Rao, Speech Signal Enhancement using GS Optimization, International Journal of Scientific Engineering & Technology Research, 2017, https://doi.org/10.1070/0742613X.2017.010225 (Impact Factor- 1.04) |
| 30. V Anoop, P.V Rao, Noise Destruction and Improvement of Speech Signal Quality using Group Search Optimization (GSO) algorithm, Lecture notes in network and systems – Springer, 2017. (Impact Factor- 0.863) |
| 31. An effective speech emotion recognition using artificial neural networks. V Anoop, PV Rao, S Aruna. International Proceedings on Advances in Soft Computing, Intelligent Systems and Applications. 2017. |
| 32. V Anoop, P.V Rao, Speech Enhancement Using Hybrid Optimization Technique. Elsevier- Procedia Technology. 5, 5–11. 2016, DOI: 10.1016/j.protcy.2016.08.074 |
| 33. V Anoop, P.V Rao, Adaptive Noise Cancellation in Speech Signals Using Optimization Algorithms, IEEE Xplore, 2016. (Scopus) DOI:10.1109/ICCSP.2016.7754274. |
| 34. V Anoop, P.V Rao, An Efficient Modified Cuckoo Search based Noise Destruction and Improvement of Speech Signal Quality. eISSN: 2319-1163 ,International Journal of Research in Engineering and Technology, 2016. (Impact Factor- 0.172) |
| 35. V Anoop, P.V Rao, M. Nidhin, Performance Analysis of Speech Enhancement Methods Using Adaptive Algorithms and Optimization Techniques pages. IEEE Xplore-2015. DOI: 10.1109/ICCSP.2015.7322720. |
| 36. V Anoop, P.V Rao. Speech Signal Quality Improvement Using Cuckoo Search Algorithm. International Journal of Engineering Innovation & Research. Volume2, Issue6, ISSN: 2277–5668. 2015 |
