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S. Sowmya Kamath
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Publications
- 2023
- [j18]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): 1548-1566 (2023) - [j16]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): 43-59 (2023) - [j15]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): 501-515 (2023) - [j14]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): 16099-16113 (2023) - [j13]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): 17009-17010 (2023) - [c49]Supreetha R., Sowmya Kamath S., Veena Mayya:
Ocular Region Segmentation Model for Diagnosis of Microbial Keratitis Using Slit-Lamp Photography. ICCCNT 2023: 1-7 - [c48]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: 404-415 - 2022
- [j12]Sujan Reddy A, S. Akashdeep, Harshvardhan, Sowmya Kamath S.:
Stacking Deep learning and Machine learning models for short-term energy consumption forecasting. Adv. Eng. Informatics 52: 101542 (2022) - [c47]Akshara Prabhakar, Shidharth S, S. Sowmya Kamath:
Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. CISS 2022: 142-147 - [c45]Sujan Reddy A, Akashdeep, Harshvardhan, Sowmya Kamath S.:
Ensemble Learning Approach for Short-term Energy Consumption Prediction. COMAD/CODS 2022: 284-285 - [c43]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: 577-589 - [c41]Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S., Anand Kumar Madasamy:
TrashBox: Trash Detection and Classification using Quantum Transfer Learning. FRUCT 2022: 1-6 - [i10]Karthik K, Sowmya Kamath Shevgoor:
Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms. CoRR abs/2201.06250 (2022) - 2021
- [j11]Veena Mayya, Sowmya Kamath S., Gokul S. Krishnan, Tushaar Gangavarapu:
Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries. Future Gener. Comput. Syst. 118: 374-391 (2021) - [j10]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): 1151-1169 (2021) - [j9]Karthik K, S. Sowmya Kamath:
A deep neural network model for content-based medical image retrieval with multi-view classification. Vis. Comput. 37(7): 1837-1850 (2021) - [c39]Akshara Prabhakar, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath:
Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA 2021: 197-210 - [c37]Veena Mayya, Karthik K, Kamath S. Sowmya, Krishnananda Karadka, Jayakumar Jeganathan:
COVIDDX: AI-based Clinical Decision Support System for Learning COVID-19 Disease Representations from Multimodal Patient Data. HEALTHINF 2021: 659-666 - [c36]Veena Mayya, S. Sowmya Kamath, Vijayan Sugumaran:
$\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. CIBCB 2021: 1-7 - [c35]Akshara P, Shidharth S, Gokul S. Krishnan, Sowmya Kamath S.:
Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. COMAD/CODS 2021: 436 - [c34]Sowmya Kamath S., Veena Mayya, Priyadarshini R:
A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data. ICCCNT 2021: 1-5 - [c33]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: 250-255 - [c32]A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath, Bhawana Rudra:
Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. ISDA 2021: 859-869 - [c30]Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran:
Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. NLDB 2021: 255-263 - 2020
- [j8]Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.:
Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes. Knowl. Based Syst. 190: 105321 (2020) - [c29]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: 152-160 - [c27]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: 255-263 - [c25]Gokul S. Krishnan, S. Sowmya Kamath:
Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. ICCS (4) 2020: 321-333 - [c24]Suyash Ghuge, Nishant Kumar, Tilak Shenoy, Sowmya Kamath S.:
Deep Neural Network Models for Detection of Arrhythmia based on Electrocardiogram Reports. ICCCNT 2020: 1-7 - [c23]K. Karthik, S. Sowmya Kamath, Surendra U. Kamath:
Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models. ICIIS 2020: 162-167 - [i8]Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath Shevgoor, Anand Kumar M:
Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback. CoRR abs/2006.07909 (2020) - [i7]Sowmya Kamath S., Karthik K:
A Bag of Visual Words Model for Medical Image Retrieval. CoRR abs/2007.09464 (2020) - [i6]Mohit Raghavendra, Pravan Omprakash, B. R. Mukesh, Sowmya Kamath:
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements. CoRR abs/2012.02515 (2020) - 2019
- [j7]Gokul S. Krishnan, Sowmya Kamath S.:
A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data. Appl. Soft Comput. 80: 525-533 (2019) - [j6]Gokul S. Krishnan, Sowmya Kamath S.:
Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. Computación y Sistemas 23(3) (2019) - [c21]Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath, Anand Kumar:
ARS_NITK at MEDIQA 2019: Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System. BioNLP@ACL 2019: 533-540 - [c19]Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S.:
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. CoNLL 2019: 1012-1022 - [c17]Gokul S. Krishnan, S. Sowmya Kamath:
Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. ICDCN 2019: 480-485 - [c16]Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.:
TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. NLDB 2019: 195-207 - [c15]Sanket Salvi, V. Geetha, S. Sowmya Kamath:
Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. TENCON 2019: 1564-1571 - [i4]Gokul S. Krishnan, S. Sowmya Kamath:
Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes. CoRR abs/1911.11657 (2019) - 2018
- [c14]K. Karthik, S. Sowmya Kamath:
A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval. ICIIS 2018: 7-12 - [c13]Gokul S. Krishnan, S. Sowmya Kamath:
A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. NLDB 2018: 126-134 - 2017
- [c8]Vaishakh Keshava, Pravalika Avvara, S. Sowmya Kamath, V. Geetha:
Constructing an enriched domain taxonomy for hindi using word embeddings. IALP 2017: 127-130 - [c6]Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh, Sowmya Kamath Shevgoor:
A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences. NLDB 2017: 162-169 - 2013
- [i2]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 abs/1304.1677 (2013)
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