Karthik K

Category: 

Part Time

Area of Interest: 

Medical Informatics, Machine Learning, Deep learning,

E-mail: 

2karthik.bhat@gmail.com

Conference Proceedings: 

4

Journals : 

3

Book Chapters: 

1

List of Publications: 

Journal publications
  1. A Deep Neural Network Model for Content-Based Medical Image Retrieval with Multi-View Classification“, The Visual Computer Journal (TVCJ), Springer Nature. [SCI & Scopus] 
  2. "Swarm Optimization Based Bag of Visual Words Model for Content-Based X-Ray Scan Retrieval“, Intl. Journal of Biomedical Engineering and Technology (IJBET), Inderscience. [ESCI & Scopus]
  3. "Multi-task Deep CNN Models for Learning COVID-19 Disease Representations from Multimodal Data“, Intl. Journal of Medical Engineering and Informatics (IJMEI), Inderscience [Scopus]  (to appear)
 
Conference publications
  1. "COVIDDX: AI-based clinical decision support system for learning COVID-19 disease representations from multimodal patient data”, 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, HEALTHINF 2021, Feb 11-13, 2021, pages 659–666. (CORE Ranked)
  2. Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models“, 15th International Conference on Industrial and Information Systems (ICIIS 2020). IEEE, IIT Ropar (CORE Ranked) 
  3. "A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval", 13th IEEE International Conference on Industrial and Information Systems (ICIIS 2018), IIT Ropar, Punjab, Dec 2018. (CORE Ranked).
  4. “Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms“, International Conference on Advances in Systems, Control and Computing (AISCC 2020), MNIT Jaipur (Springer). [to appear]

Invited Book Chapters

  1. Karthik K and Sowmya Kamath S, “Automated View Orientation Classification for X-ray images using Deep Neural Networks”, Smart Computational Intelligence in  Biomedical and Health Informatics, CRC Press, Taylor & Francis Group, U.K. ISBN: 9781000434378
 

Contact us

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Department of Information Technology,
National Institute of Technology Karnataka,
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Ph.:    +91-824-2474056
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