| 2025 | NLDB | Leveraging Generative AI for Chronic Kidney Disease Prediction: A Comparative Study of Open-Source LLMs. | B. Abhin, Hemanth Kumar M, Sowmya Kamath S., Vijayan Sugumaran |
| 2025 | NLDB | LADDER: Latent Attention and Decomposition for Deep Enhanced Retrieval in Medical Question-Answering Systems. | Sidhaarth Murali, Sowmya Kamath S., Vijayan Sugumaran |
| 2024 | COMAD | Imbalanced Multi-Class Research Article Classification using Sentence Transformers and Machine Learning Algorithms. | Saliq Gowhar, Praveen Kempaiah, Sowmya Kamath S., Vijayan Sugumaran |
| 2024 | COMAD | Generating Clinically Relevant Radiology Reports using Multimodal Deep Learning Models. | Ritik Mahajan, Sowmya Kamath S. |
| 2024 | CVPR | A Multimodal Approach Integrating Convolutional and Recurrent Neural Networks for Alzheimer's Disease Temporal Progression Prediction. | Durga Supriya HL, Swetha Mary Thomas, Sowmya Kamath S. |
| 2022 | COLING | HaleLab_NITK@SMM4H'22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data. | Reshma Unnikrishnan, Sowmya Kamath S., Ananthanarayana V. S. |
| 2022 | COMAD | Ensemble Learning Approach for Short-term Energy Consumption Prediction. | Sujan Reddy A, Akashdeep, Harshvardhan, Sowmya Kamath S. |
| 2022 | FRUCT | TrashBox: Trash Detection and Classification using Quantum Transfer Learning. | Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S., Anand Kumar Madasamy |
| 2021 | COMAD | Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. | Akshara P, Shidharth S, Gokul S. Krishnan, Sowmya Kamath S. |
| 2020 | WACV | A Multi-Space Approach to Zero-Shot Object Detection. | Dikshant Gupta, Aditya Anantharaman, Nehal Mamgain, Sowmya Kamath S., Vineeth N. Balasubramanian, C. V. Jawahar |
| 2019 | COMAD | An Approach for Multimodal Medical Image Retrieval using Latent Dirichlet Allocation. | Mandikal Vikram, Aditya Anantharaman, Suhas BS, Sowmya Kamath S. |
| 2019 | CoNLL | Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. | Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S. |
| 2019 | NLDB | TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. | Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S. |
| 2014 | DSAA | Similarity analysis of service descriptions for efficient Web service discovery. | Sowmya Kamath S., Ananthanarayana V. S. |