| 2026 | NLDB | Automated ICD-10 Coding Approaches with UMLS Integration and Model Interpretability Support. | Ritik Mahajan, S. Sowmya Kamath, Vijayan Sugumaran, V. Geetha |
| 2026 | NLDB | Expansion Is Not Enough: Revisiting Dynamically Expandable Networks for NLP Tasks. | M. Uzzwal Vanshik Reddy, S. Sowmya Kamath, Vijayan Sugumaran |
| 2023 | NLDB | Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. | Naveen Shenoy, Pratham Nayak, Sarthak Jain, S. Sowmya Kamath, Vijayan Sugumaran |
| 2022 | CISS | Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. | Akshara Prabhakar, Shidharth S, S. Sowmya Kamath |
| 2022 | COMAD | Population-centric Profiling with Social Data for Large-scale Epidemiological studies. | Reshma Unnikrishnan, S. Sowmya Kamath, V. S. Ananthanarayana |
| 2021 | CIBCB | $\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. | Veena Mayya, S. Sowmya Kamath, Vijayan Sugumaran |
| 2021 | ISDA | Genomic Variant Annotation: A Comprehensive Review of Tools and Techniques. | Prajna Hebbar, S. Sowmya Kamath |
| 2021 | ISDA | Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. | A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath, Bhawana Rudra |
| 2021 | NLDB | Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. | Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran |
| 2020 | COMAD | Improving Convergence in IRGAN with PPO. | Moksh Jain, S. Sowmya Kamath |
| 2020 | COMAD | Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. | Aditya Jayasimha, Tushaar Gangavarapu, S. Sowmya Kamath, Gokul S. Krishnan |
| 2020 | ICCS | Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. | Gokul S. Krishnan, S. Sowmya Kamath |
| 2019 | ICDCN | Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. | Gokul S. Krishnan, S. Sowmya Kamath |
| 2019 | Tencon | Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. | Sanket Salvi, V. Geetha, S. Sowmya Kamath |
| 2018 | NLDB | A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. | Gokul S. Krishnan, S. Sowmya Kamath |