S. Sowmya Kamath

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 37

Top Topics

Question Answering

Incremental Clustering Algorithm

Medical Image Retrieval

Top Venues

Publications

Sreegeethi Devaguptam, Sai Srivatsa Gorti, T. Leela Akshaya, S. Sowmya Kamath
Automated Health Insurance Processing Framework with Intelligent Fraud Detection, Risk Classification and Premium Prediction. SN Comput. Sci. 5 (5) (2024)
Aditya Jayasimha, Rahul Mudambi, S. Sowmya Kamath
Nature-inspired query optimisation models for medical information retrieval with relevance feedback. Int. J. Adv. Intell. Paradigms 26 (1) (2023)
Veena Mayya, Karthik K, Krishnananda Prabhu Karadka, S. Sowmya Kamath
Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data. Int. J. Medical Eng. Informatics 15 (6) (2023)
Naveen Shenoy, Pratham Nayak, Sarthak Jain, S. Sowmya Kamath, Vijayan Sugumaran
Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. NLDB (2023)
Karthik K, S. Sowmya Kamath
Correction to: MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Karthik K, S. Sowmya Kamath
MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Veena Mayya, S. Sowmya Kamath, Uma Kulkarni, Divyalakshmi Kaiyoor Surya, U. Rajendra Acharya
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images. Appl. Intell. 53 (2) (2023)
R. Priyadarshini, B. Sudhakara, S. Sowmya Kamath, Shrutilipi Bhattacharjee, U. Pruthviraj, K. V. Gangadharan
Water Salinity Assessment Using Remotely Sensed Images - A Comprehensive Survey. CVMI (2022)
Reshma Unnikrishnan, S. Sowmya Kamath, V. S. Ananthanarayana
Population-centric Profiling with Social Data for Large-scale Epidemiological studies. COMAD/CODS (2022)
N. Shankaranarayan, S. Sowmya Kamath
Multi-branch Deep Neural Model for Natural Language-Based Vehicle Retrieval. CVMI (2022)
Akshara Prabhakar, Shidharth S, S. Sowmya Kamath
Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. CISS (2022)
Karthik K, S. Sowmya Kamath
A deep neural network model for content-based medical image retrieval with multi-view classification. Vis. Comput. 37 (7) (2021)
Veena Mayya, S. Sowmya Kamath, Vijayan Sugumaran
$\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. CIBCB (2021)
Yuvraj Dalia, Adikar Bharath, Veena Mayya, S. Sowmya Kamath
DeepOA: Clinical Decision Support System for Early Detection and Severity Grading of Knee Osteoarthritis. ICCCSP (2021)
A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath, Bhawana Rudra
Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. ISDA (2021)
Akshara Prabhakar, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath
Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA (2021)
Tushaar Gangavarapu, Gokul S. Krishnan, S. Sowmya Kamath, Jayakumar Jeganathan
FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Sony Bachina, Spandana Balumuri, S. Sowmya Kamath
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering. DialDoc@ACL-IJCNLP (2021)
Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran
Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. NLDB (2021)
Nachiket Naganure, Nayak U. Ashwin, S. Sowmya Kamath
Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation. FICTA (2) (2020)
Moksh Jain, S. Sowmya Kamath
Improving Convergence in IRGAN with PPO. COMAD/CODS (2020)
K. Karthik, S. Sowmya Kamath, Surendra U. Kamath
Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models. ICIIS (2020)
Aditya Jayasimha, Tushaar Gangavarapu, S. Sowmya Kamath, Gokul S. Krishnan
Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. COMAD/CODS (2020)
Gokul S. Krishnan, S. Sowmya Kamath
Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. ICCS (4) (2020)
Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, S. Sowmya Kamath
Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization. FICTA (2) (2020)
Sanket Salvi, V. Geetha, S. Sowmya Kamath
Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. TENCON (2019)
S. Sowmya Kamath, Ananthanarayana V. S.
Discovering composable web services using functional semantics and service dependencies based on natural language requests. Inf. Syst. Frontiers 21 (1) (2019)
Gokul S. Krishnan, S. Sowmya Kamath
Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. ICDCN (2019)
Gokul S. Krishnan, S. Sowmya Kamath
Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes. CoRR (2019)
B. Akshay Upadhya, Swastik Udupa, S. Sowmya Kamath
Deep Neural Network Models for Question Classification in Community Question-Answering Forums. ICCCNT (2019)
K. Karthik, S. Sowmya Kamath
A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval. ICIIS (2018)
Gokul S. Krishnan, S. Sowmya Kamath
A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. NLDB (2018)
Amol P. Bhopale, S. Sowmya Kamath, Ashish Tiwari
Concise semantic analysis based text categorization using modified hybrid union feature selection approach. RAIT (2018)
Vaishakh Keshava, Pravalika Avvara, S. Sowmya Kamath, V. Geetha
Constructing an enriched domain taxonomy for hindi using word embeddings. IALP (2017)
Amol P. Bhopale, S. Sowmya Kamath
Novel hybrid feature selection models for unsupervised document categorization. ICACCI (2017)
S. Sowmya Kamath, V. S. Ananthanarayana
Semantics-based Web service classification using morphological analysis and ensemble learning techniques. Int. J. Data Sci. Anal. 2 (1-2) (2016)
Shailee Jain, S. Sowmya Kamath
Saliency Prediction for Visual Regions of Interest with Applications in Advertising. VAAM/FFER@ICPR (2016)
S. Sowmya Kamath, V. S. Ananthanarayana
A bio-inspired, incremental clustering algorithm for semantics-based web service discovery. Int. J. Reason. based Intell. Syst. 7 (3/4) (2015)
A. Anji Reddy, S. Sowmya Kamath
Research on Potential Semantic Web Service Discovery Mechanisms CoRR (2013)
Sunil Joy Dommati, Ruchi Agrawal, Ram Mohana Reddy Guddeti, S. Sowmya Kamath
Bug Classification: Feature Extraction and Comparison of Event Model using Naïve Bayes Approach CoRR (2013)