Character level and word level embedding with bidirectional LSTM - Dynamic recurrent neural network for biomedical named entity recognition from literature. - Sudhakaran Gajendran; D. Manjula; Vijayan Sugumaran (J. Biomed. Informatics, 2020)

A Novel Approach of Disease Diagnostic Prediction Using SMOTE Ensemble Classification. - Sudhakaran Gajendran; A. R. Arunarani; Akhil R. Nair; G. Logeswari; R. Elakkiya (IconDeepCom (2), 2023)

Text to Image Synthesis Using Bridge Generative Adversarial Network and Char CNN Model. - Sudhakaran Gajendran; A. R. Arunarani; D. Manjula; Vijayan Sugumaran (NLDB, 2023)

EHR privacy preservation using federated learning with DQRE-Scnet for healthcare application domains. - Chandra Umakantham Om Kumar; Sudhakaran Gajendran; Bhavadharini Murugeshan; Suguna Marappan; Krithiga R (Knowl. Based Syst., 2023)

Extraction of knowledge graph of Covid-19 through mining of unstructured biomedical corpora. - Sudhakaran Gajendran; D. Manjula; Vijayan Sugumaran; R. Hema (Comput. Biol. Chem., 2023)

Elliptic Crypt With Secured Blockchain Assisted Federated Q-Learning Framework for Smart Healthcare. - Sudhakaran Gajendran; Muthusamy Revathi; Ravi Krithiga; Omkumar Chandraumakantham; Suguna Marappan (IEEE Access, 2024)

Enhancing Intrusion Detection Through Federated Learning With Enhanced Ghost_BiNet and Homomorphic Encryption. - Chandra Umakantham Om Kumar; Sudhakaran Gajendran; Suguna Marappan (IEEE Access, 2024)

Energy aware optimal routing model for wireless multimedia sensor networks using modified Voronoi assisted prioritized double deep Q-learning. - Sellamuthu Suseela; Ravi Krithiga; Muthusamy Revathi; Sudhakaran Gajendran; Reddipalayam Murugeshan Bhavadharini (Concurr. Comput. Pract. Exp., 2024)