Academics
Faculty
Dr. Pradnya Siddhivinayak KulkarniAssociate Professor
Bio
Dr. Pradnya S. Kulkarni is a highly accomplished professional with over 18 years of global experience in the field of Medical Image Processing. She completed her PhD in this area at Federation University, Australia, where she was awarded a prestigious Federation Postgraduate Research Scholarship. Dr. Kulkarni has published her work in over 25 reputable conferences, journals and book chapters, and has served as a reviewer, program committee member and editorial board member for various international conferences and journals. She was granted an Australian Innovation Patent for her work on a "Pixel N-gram Image Representation System for Mammographic Image Classification". In addition to her research contributions, Dr. Kulkarni has extensive experience teaching a diverse range of courses to both undergraduate and postgraduate students.
Research Area
Health Informatics, Medical Image Processing, Machine Learning, Artificial Intelligence
Publication
Sharma K. (eds) Hybrid Machine Intelligence for Medical Image Analysis. Studies in Computational Intelligence, vol 841. Springer, Singapore
Kulkarni, P., Stranieri, A., Ugon, J., (Aug 2016). Texture Image Classification using Pixel N-grams, International Conference on Signal and Image Processing, Beijing, China, 137-141
Google scolar link
https://scholar.google.com/citations?user=9nJS9uUAAAAJ&hl=en&authuser=1
Scopus link
https://www.scopus.com/authid/detail.uri?authorId=54402960000
Orcid Link
https://orcid.org/0000-0003-0674-9285