1. Karthik, R., Srinivasan, M., & Chandhru, K. (2023). A deep ensemble network for lung segmentation with stochastic weighted averaging. In Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods (pp. 197–214). Elsevier. https://doi.org/10.1016/b978-0-323-96129-5.00001-9
2. Karthik R., Menaka R., Anand S., Johnson A., Srilakshmi K. (2022) Attention-Based Residual Learning Network for COVID-19 Detection Using Chest CT Images. In: Decision Sciences for COVID-19. International Series in Operations Research & Management Science, vol 320. Springer, Cham. https://doi.org/10.1007/978-3-030-87019-5_21
3. Mehta N.P., Menaka R., Karthik R., Thanga Aarthy M. (2021) Analysis of Connectivity Model to Study the Neurophysiological Process for Autism Detection. In: Kannan R.J., Geetha S., Sashikumar S., Diver C. (eds) International Virtual Conference on Industry 4.0. Lecture Notes in Electrical Engineering, vol 355. Springer, Singapore. https://doi.org/10.1007/978-981-16-1244-2_16
4. Karthik R. B., N., Patil, M., Basu, C., & R., V. (2021). Performance Analysis of GAN Architecture for Effective Facial Expression Synthesis. In Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments (pp. 290–316). IGI Global. https://doi.org/10.4018/978-1-7998-6690-9.ch015
5. Rajangam, V., N., S., Karthik R.., & Mallikarjuna, K. (2021). Performance Analysis of VGG19 Deep Learning Network Based Brain Image Fusion. In Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments (pp. 145–166). IGI Global. https://doi.org/10.4018/978-1-7998-6690-9.ch008
6. M., Thanga Aarthy and Menaka R., and Karthik R. "Automatic Detection and Assessment of Autism Spectrum Disorder: A Systematic Review." In Handbook of Research on Critical Issues in Special Education for School Rehabilitation Practices. Edited by Ajay Singh, Chia Jung Yeh, Sheresa Blanchard, and Luis Anunciação, 396–425. Hershey, PA: IGI Global, 2021. http: // doi: 10.4018 / 978-1-7998-7630-4.ch020
7. R., Rajalakshmi, Hans Tiwari, Ramesh Kannan, Karthik. R, “Bidirectional GRU- Based Attention Model for Kid-Specific URL Classification.” Advances in Systems Analysis, Software Engineering, and High Performance Computing Deep Learning Techniques and Optimization Strategies in Big Data Analytics, 2020, pp. 78–90., doi:10.4018/978-1-7998-1192-3.ch005.
8. Menaka R., Thaker J.K., Bhushan R., Karthik R. (2020) IMEXT Text Summarizer Using Deep Learning. In: Iyer B., Rajurkar A., Gudivada V. (eds) Applied Computer Vision and Image Processing. Advances in Intelligent Systems and Computing, vol 1155. Springer, Singapore. https://doi.org/10.1007/978-981-15-4029-5_4
9. Mukherjee, Anish, Khajuria, Karthik. R, “Feature Ranking of Spatial Domain Features for Efficient Characterization of Stroke Lesions.” Lecture Notes in Electrical Engineering Computational Signal Processing and Analysis, 2018, pp. 149–159., doi:10.1007/978-981-10-8354-9_14.