Research Publication - AI & ML
01 | Bala, P. Manju, and U. Palani. "Innovative breast cancer detection using a segmentation-guided ensemble classification framework." Biomedical Engineering Letters 15, no. 1 (2025): 179-191. |
02 | Manju Bala, P., R. Rajmohan, T. Ananth Kumar, Sunday Adeola Ajagbe, and Matthew Olusegun Adigun. "Quantum blockchain-oriented data integrity scheme for validating clinical datasets." |
03 | Usharani, S., J. Dhanushkumar, P. Manju Bala, and A. Balachandar. "Enhanced Image Processing for Automobile Accident Detection Using Deep Learning." In 2024 Third International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1-6. IEEE, 2024. |
04 | Bala, P. Manju, S. Priyadharshini, S. Usharani, and A. Balachandar. "Hybrid Approach of CNN & RNN for Breast Cancer Detection and Segmentation." In 2024 Third International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1-6. IEEE, 2024. |
05 | Bala, P. Manju, S. Priyadharshini, and U. Palani. "3D Segmentation and Subtypes Classification of Breast Cancer Using Ultrasound Images Through Hybrid Approach of CNN and LSTM." In International Conference on Machine Intelligence, Tools, and Applications, pp. 152-163. Cham: Springer Nature Switzerland, 2024. |
06 | Usharani, S., K. Vijayaragavan, A. Balachandar, and P. Manju Bala. "Monitoring the Student's Entry and Exit Time in the Classroom." In 2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), pp. 1-6. IEEE, 2023. |
07 | Balachandar, A., S. Usharani, P. Manju Bala, and P. V. Akshaya. "Energy efficiency in wireless sensor network using red fox optimization algorithm." In 2023 Second International Conference on Electronics and Renewable Systems (ICEARS), pp. 701-707. IEEE, 2023. |
08 | Bala, P. Manju, S. Usharani, R. Rajmohan, T. Ananth Kumar, and A. Balachandar. "Bioinspired CNN Approach for Diagnosing COVID-19 Using Images of Chest X-Ray." In Smart Computer Vision, pp. 181-201. Cham: Springer International Publishing, 2023. |
09 | Bala, P. Manju, S. Usharani, R. Rajmohan, M. Pavithra, and T. Ananth Kumar. "Knowledge Shift for Candidate Categorization in Lung Nodule Detection Using 3D Convolutional Neural Network." In Intelligent Interactive Multimedia Systems for e-Healthcare Applications, pp. 85-101. Apple Academic Press, 2022. |
10 | Usharani, S., P. Manju Bala, R. Rajmohan, T. Ananth Kumar, and M. Pavithra. "Data visualization for healthcare." In Intelligent Interactive Multimedia Systems for E-Healthcare Applications, pp. 3-32. Apple Academic Press, 2022. |
11 | Pavithra, M., R. Rajmohan, T. Ananth Kumar, S. Usharani, and P. Manju Bala. "Investigation of energy optimization for spectrum sensing in distributed cooperative iot network using deep learning techniques." Hybrid Intelligent Approaches for Smart Energy: Practical Applications (2022): 107-127. |
12 | Usharani, S., P. Manju Bala, T. Ananth Kumar, R. Rajmohan, and M. Pavithra. "Smart energy management techniques in industries 5.0." Hybrid Intelligent Approaches for Smart Energy: Practical Applications (2022): 225-252. |
13 | Usharani, S., K. Dhanalakshmi, P. Manju Bala, R. Rajmohan, and S. Arunmozhi Selvi. "Demystifying digital transformation technologies in healthcare." 2022. |
14 | Manju Bala, P., S. Usharani, T. Ananth Kumar, R. Rajmohan, M. Pavithra, and G. Glorindal. "Semantic knowledge graph technologies in data science." |
15 | Usharani, S., P. Manju Bala, T. Ananth Kumar, R. Rajmohan, A. Balachandar, and A. S. Adeola. "Smart healthcare monitoring framework using IoT with big data analytics." 2022. |
16 | Manju Bala, P., S. Usharani, R. Rajmohan, T. Ananth Kumar, A. Balachandar, and S. Arunmozhi Selvi. "Experimental analysis and investigation of dementia detection framework using EHR-based variant LSTM model. |
17 | Usharani, S., R. Rajmohan, P. Manju Bala, D. Saravanan, P. Agalya, and D. Raghu Raman. "Integrated implementation of hybrid deep learning models and IoT sensors for analyzing solider health and emergency monitoring." In 2022 International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), pp. 1-6. IEEE, 2022. |
18 | Usharani, S., K. Dhanalakshmi, P. Manju Bala, R. Rajmohan, and S. Jayalakshmi. "Secure Data Storage and Retrieval Operations Using Attribute-Based Encryption for Mobile Cloud Computing." In Privacy and Security Challenges in Cloud Computing, pp. 123-146. CRC Press, 2022. |
19 | Bala, P. Manju, S. Usharani, R. Rajmohan, S. Jayalakshmi, and P. Divya. "The Cyber Artificial Intelligence Platform for Cloud Security." In Privacy and Security Challenges in Cloud Computing, pp. 229-256. CRC Press, 2022. |
20 | Arunmozhiselvi, S., T. Ananth Kumar, P. Manju Bala, S. Usharani, and G. Glorindal. "A systematic approach to agricultural drones using a machine learning model." In Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics, pp. 41-60. CRC Press, 2022. |
21 | Usharani, S., P. Manju Bala, R. Rajmohan, T. Ananth Kumar, and M. Pavithra. "Blockchain Technology Use Cases in Healthcare Management: State-of-the-Art Framework and Performance Evaluation." Blockchain, Artificial Intelligence, and the Internet of Things: Possibilities and Opportunities (2022): 117-140. |
22 | Manju Bala, P., S. Usharani, T. Ananth Kumar, R. Rajmohan, and M. Pavithra. "Blockchain-based IoT architecture for software-defined networking." Blockchain, Artificial Intelligence, and the Internet of Things: Possibilities and Opportunities (2022): 91-115. |
23 | Usharani, S., P. Manju Bala, R. Rajmohan, T. Ananth Kumar, and S. Arunmozhi Selvi. "Pregnancy women—smart care intelligent systems: patient condition screening, visualization and monitoring with multimedia technology." Intelligent Interactive Multimedia Systems for e-Healthcare Applications (2022): 147-169. |
24 | Leema, Roselin G., R. Rajmohan, S. Usharani, K. Kiruba, and P. Manjubala. "Fundamentals of blockchain and distributed ledger technology (DLT)." In Recent Trends in Blockchain for Information Systems Security and Privacy, pp. 3-38. CRC Press, 2021. |
25 | Bala, P. Manju, S. Usharani, T. Ananth Kumar, R. Rajmohan, and P. Praveen Kumar. "Deep Learning with an LSTM-Based Defence Mechanism for DDoS Attacks in WSNs." In Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems, pp. 201-224. CRC Press, 2021. |
26 | Rajmohan, R., M. Pavithra, P. Praveen Kumar, S. Usharani, P. Manjubala, and N. Padmapriya. "Integrated Mathematical Modelling and Analysis of Paddy Crop Pest Detection Framework Using Convolutional Classifiers." Simulation and Analysis of Mathematical Methods in Real‐Time Engineering Applications (2021): 293-315. |
27 | Usharani, S., K. Dhanalakshmi, Manju Bala, M. Pavithra, and R. Rajmohan. "Mathematical Models for Computer Vision in Cardiovascular Image Segmentation." Simulation and Analysis of Mathematical Methods in Real‐Time Engineering Applications (2021): 191-223. |
28 | Usharani, S., S. Prithivi, S. Sharmila, P. Manju Bala, T. Ananth Kumar, and R. Rajmohan. "Mobile application for doctor appointment scheduling." In 2021 International Conference on System, Computation, Automation and Networking (ICSCAN), pp. 1-6. IEEE, 2021. |
29 | Balachandar, A., E. Santhosh, A. Suriyakrishnan, N. Vigensh, S. Usharani, and P. Manju Bala. "Expression of Concern for: Deep Learning Technique Based Visually Impaired People Using YOLO V3 Framework Mechanism." In 2021 3rd International Conference on Signal Processing and Communication (ICPSC), pp. 1-1. IEEE, 2021. |
30 | Usharani, S., P. Manju Bala, G. Leema Roselin, and A. Bala Chandar. "Usage of Deep learning in Bio informatics and biomedical images: A study of Applications." (2021). |