S. Sowmya Kamath

47 papers C 7Misc 2Journal 17Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SenseFusion: A unified framework for multimodal and temporal clinical data modeling for predictive analytics applications. Inf. Fusion Reshma Unnikrishnan, S. Sowmya Kamath, V. S. Ananth Narayana
2025	J	`jnl`	Content-based medical retrieval systems with evidence-based diagnosis for enhanced clinical decision support. Expert Syst. Appl. Karthik K, S. Sowmya Kamath, Supreetha R., Ashish Katlam
2024	J	`jnl`	Analyzing Data Incompleteness for MRI Data for Quality Enhancement. IEEE Access Sanjay Shanbhag, Supreetha Raju, Varadraj Prabhu Gurupur, S. Sowmya Kamath, Kandala N. V. P. S. Rajesh, Elizabeth A. Trader, Shyam Lal
2024	J	`jnl`	Automated Health Insurance Processing Framework with Intelligent Fraud Detection, Risk Classification and Premium Prediction. SN Comput. Sci. Sreegeethi Devaguptam, Sai Srivatsa Gorti, T. Leela Akshaya, S. Sowmya Kamath
2024	—	`conf`	Content Based Surgical Video Retrieval using Scene and Motion Feature Embeddings. ICCCNT Vedant Parwal, S. Sowmya Kamath
2024	—	`conf`	NBA MVP Prediction and Historical Analysis Using Cross-Era Comparison Approaches. ICCCNT Ishan Godbole, Sidhaarth Sredharan Murali, S. Sowmya Kamath
2024	—	`conf`	Predicting Air Quality Index with Recurrent Neural Networks and Meta-heuristic Algorithms. ICCCNT Prathipati Jayanth, S. Sowmya Kamath
2023	J	`jnl`	An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images. Appl. Intell. Veena Mayya, S. Sowmya Kamath, Uma Kulkarni, Divyalakshmi Kaiyoor Surya, U. Rajendra Acharya
2023	J	`jnl`	Correction to: MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. Karthik K, S. Sowmya Kamath
2023	C	`conf`	Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. NLDB Naveen Shenoy, Pratham Nayak, Sarthak Jain, S. Sowmya Kamath, Vijayan Sugumaran
2023	J	`jnl`	MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. Karthik K, S. Sowmya Kamath
2023	J	`jnl`	Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data. Int. J. Medical Eng. Informatics Veena Mayya, Karthik K, Krishnananda Prabhu Karadka, S. Sowmya Kamath
2023	J	`jnl`	Nature-inspired query optimisation models for medical information retrieval with relevance feedback. Int. J. Adv. Intell. Paradigms Aditya Jayasimha, Rahul Mudambi, S. Sowmya Kamath
2022	—	`conf`	Multi-branch Deep Neural Model for Natural Language-Based Vehicle Retrieval. CVMI N. Shankaranarayan, S. Sowmya Kamath
2022	Misc	`conf`	Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. CISS Akshara Prabhakar, Shidharth S, S. Sowmya Kamath
2022	—	`conf`	Population-centric Profiling with Social Data for Large-scale Epidemiological studies. COMAD/CODS Reshma Unnikrishnan, S. Sowmya Kamath, V. S. Ananthanarayana
2022	—	`conf`	Water Salinity Assessment Using Remotely Sensed Images - A Comprehensive Survey. CVMI R. Priyadarshini, B. Sudhakara, S. Sowmya Kamath, Shrutilipi Bhattacharjee, U. Pruthviraj, K. V. Gangadharan
2021	C	`conf`	$\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. CIBCB Veena Mayya, S. Sowmya Kamath, Vijayan Sugumaran
2021	J	`jnl`	A deep neural network model for content-based medical image retrieval with multi-view classification. Vis. Comput. Karthik K, S. Sowmya Kamath
2021	—	`conf`	DeepOA: Clinical Decision Support System for Early Detection and Severity Grading of Knee Osteoarthritis. ICCCSP Yuvraj Dalia, Adikar Bharath, Veena Mayya, S. Sowmya Kamath
2021	C	`conf`	Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. ISDA A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath, Bhawana Rudra
2021	—	`conf`	Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA Akshara Prabhakar, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath
2021	—	`conf`	Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering. DialDoc@ACL-IJCNLP Sony Bachina, Spandana Balumuri, S. Sowmya Kamath
2021	J	`jnl`	FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes. IEEE Trans. Emerg. Top. Comput. Tushaar Gangavarapu, Gokul S. Krishnan, S. Sowmya Kamath, Jayakumar Jeganathan
2021	C	`conf`	Genomic Variant Annotation: A Comprehensive Review of Tools and Techniques. ISDA Prajna Hebbar, S. Sowmya Kamath
2021	C	`conf`	Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. NLDB Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran
2020	—	`conf`	Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models. ICIIS K. Karthik, S. Sowmya Kamath, Surendra U. Kamath
2020	—	`conf`	Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization. FICTA (2) Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, S. Sowmya Kamath
2020	—	`conf`	Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. COMAD/CODS Aditya Jayasimha, Tushaar Gangavarapu, S. Sowmya Kamath, Gokul S. Krishnan
2020	—	`conf`	Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. ICCS (4) Gokul S. Krishnan, S. Sowmya Kamath
2020	—	`conf`	Improving Convergence in IRGAN with PPO. COMAD/CODS Moksh Jain, S. Sowmya Kamath
2020	—	`conf`	Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation. FICTA (2) Nachiket Naganure, Nayak U. Ashwin, S. Sowmya Kamath
2019	—	`conf`	Deep Neural Network Models for Question Classification in Community Question-Answering Forums. ICCCNT B. Akshay Upadhya, Swastik Udupa, S. Sowmya Kamath
2019	J	`jnl`	Discovering composable web services using functional semantics and service dependencies based on natural language requests. Inf. Syst. Frontiers S. Sowmya Kamath, Ananthanarayana V. S.
2019	Misc	`conf`	Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. ICDCN Gokul S. Krishnan, S. Sowmya Kamath
2019	J	`jnl`	Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes. CoRR Gokul S. Krishnan, S. Sowmya Kamath
2019	C	`conf`	Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. TENCON Sanket Salvi, V. Geetha, S. Sowmya Kamath
2018	—	`conf`	A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval. ICIIS K. Karthik, S. Sowmya Kamath
2018	C	`conf`	A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. NLDB Gokul S. Krishnan, S. Sowmya Kamath
2018	—	`conf`	Concise semantic analysis based text categorization using modified hybrid union feature selection approach. RAIT Amol P. Bhopale, S. Sowmya Kamath, Ashish Tiwari
2017	—	`conf`	Constructing an enriched domain taxonomy for hindi using word embeddings. IALP Vaishakh Keshava, Pravalika Avvara, S. Sowmya Kamath, V. Geetha
2017	—	`conf`	Novel hybrid feature selection models for unsupervised document categorization. ICACCI Amol P. Bhopale, S. Sowmya Kamath
2016	—	`conf`	Saliency Prediction for Visual Regions of Interest with Applications in Advertising. VAAM/FFER@ICPR Shailee Jain, S. Sowmya Kamath
2016	J	`jnl`	Semantics-based Web service classification using morphological analysis and ensemble learning techniques. Int. J. Data Sci. Anal. S. Sowmya Kamath, V. S. Ananthanarayana
2015	J	`jnl`	A bio-inspired, incremental clustering algorithm for semantics-based web service discovery. Int. J. Reason. based Intell. Syst. S. Sowmya Kamath, V. S. Ananthanarayana
2013	J	`jnl`	Bug Classification: Feature Extraction and Comparison of Event Model using Naïve Bayes Approach CoRR Sunil Joy Dommati, Ruchi Agrawal, Ram Mohana Reddy Guddeti, S. Sowmya Kamath
2013	J	`jnl`	Research on Potential Semantic Web Service Discovery Mechanisms CoRR A. Anji Reddy, S. Sowmya Kamath