Dr. Jennyfer Susan M B
Assistant Professor
Centre for Machine Learning and Intelligence
Contact: 6380095068
Mail ID : jennyfer_cmli@avinuty.ac.in
Dr. Jennyfer Susan M B
Assistant Professor
Centre for Machine Learning and Intelligence
Contact: 6380095068
Mail ID : jennyfer_cmli@avinuty.ac.in
Qualification
M.Sc.(CS)., Ph.D.
Experience
6 months
Specialization
Vision AI
Medical Image Analysis
Artificial Intelligence
Cervical Cancer Self Test Kit, Application No. - 202241020392 – Published, May 2022
Book Publication
Subashini P., Dhivyaprabha T.T., Jennyfer Susan M.B. (2023), "Machine Learning Using Google Colab – for Chemistry and Biochemistry Applications," Notion Press, ISBN: 9798889239963.
Subashini P., Lalitha. P., Janani. R., Jennyfer Susan M.B., Mohana. M (2024), "Python for Chemistry - with simple exercises," Notion Press, ISBN: 9798894467214
Book Chapters
M.B. Jennyfer Susan, P. Subashini, and M. Krishnaveni. (2023). Artificial Intelligence of Things for Smart Healthcare Development: An Experimental Review. In P. Swarnalatha & S. Prabu (Eds.), Handbook of Research on Deep Learning Techniques for Cloud-Based Industrial IoT, pp. 29-60. IGI Global. DOI: https://doi.org/10.4018/978-1-6684-8098-4.ch003. (Scopus Indexed)
Subashini, P., Dhivyaprabha, T.T., Krishnaveni, M., Jennyfer Susan, M.B. (2023). Smart Intelligent System for Cervix Cancer Image Classification Using Google Cloud Platform. In: Ahad, M.A., Casalino, G., Bhushan, B. (eds) Enabling Technologies for Effective Planning and Management in Sustainable Smart Cities. Springer, Cham, PP. 245-281. https://doi.org/10.1007/978-3-031-22922-0_10. (Scopus Indexed)
Journal Publications
Jennyfer Susan M B, Subashini P, Krishnaveni M, Indhumathi T, "Detection of Specular Reflection from Smart Colposcopy Image using RGB Color Space and Convolutional Neural Network," International Journal of Engineering Trends and Technology, vol. 71, no. 10, pp. 29-38, 2023. DOI: https://doi.org/10.14445/22315381/IJETT-V71I10P204. (Scopus Indexed)
M.B. Jennyfer Susan, P. Subashini. (2023). Deep Learning Inpainting Model on Digital and Medical Images – A Review, International Arab Journal of Information Technology. Vol. 20, No. 6, pp. 919 - 936. DOI: https://doi.org/10.34028/iajit/20/6/9. (SCI and Scopus Indexed)
M.B. Jennyfer Susan, P. Subashini. (2023). Improvising Grading of Cervical Cancer using Quality Assessments method in Smart Colposcopy Images, Measurement Sensors, Vol. 27, No. 3, pp. 1-11. DOI: 10.1016/j.measen.2023.100788. (Scopus indexed).
M.B. Jennyfer Susan, P. Subashini, and M. Krishnaveni. (2022). "Comparison of various deep learning inpainting methods in smart colposcopy images", International Journal of Computational Intelligence Studies, 11(1), 53–72. https://doi.org/10.1504/ijcistudies.2022.123347 (UGC-CARE Indexed).
Conference Publications
Dhivyaprabha, T. T., Jennyfer Susan, M. B., Lalitha, P., Subashini, P., Kamilini, D., & Vijayabhanu, R. (2024). Predicting ethylene production in oxidative coupling of methane: A machine learning approach. In AIP Conference Proceedings (Vol. 3122, No. 1). AIP Publishing. DOI: https://doi.org/10.1063/5.0216039. (Scopus Indexed and CPCI(WOS) – AIP Proceedings)
TT Dhivyaprabha, M.B. Jennyfer Susan, P. Subashini, Pooja Sri Saraswathi, R. VijayaBhanu. (2023), "An Intelligent Model to Forecast Blood Brain Barrier Permeability using Graph Neural Networks," Third International Conference on Advances in Physical Sciences and Materials (Scopus Indexed and CPCI(WOS) – AIP Proceedings).
M.B. Jennyfer Susan, P. Subashini. (2023), "Detection of Specular Reflection on Smart Colposcopy Image Using Fine-Tuned U-Net Model," Engineering Science and Sustainability Advancements in Technology and Techniques, Proceeding of International Sustainability Conference, Edited By Dimitrios A. Karras, Sai Kiran Oruganti, Sudeshna Ray, pp. 163-168, ISBN: 9781032484235 (Scopus and WOS Indexed - CRC Press)
M.B. Jennyfer Susan, P. Subashini. (2019), "Design and Development of Webportal for Cervical cancer Diagnosis using MobileODT Images," 2019 IEEE International Smart Cities Conference (ISC2), Casablanca, Morocco, pp. 118-121, DOI: 10.1109/ISC246665.2019.9071683 (Scopus and WOS Indexed- IEEE).
M.B. Jennyfer Susan, P. Subashini. (2021), "Specular Reflection Detection on Digital Images – A Review," Artificial Intelligence and Soft Computing (ICAISC), Karnataka, pp. 506-516, ISBN: 978- 93-88929-53-0. (offline)
Poster Publications
Pooja Sri Saraswathi A, Vijayabhanu R, Subashini P, Dhivyaprabha TT and Jennyfer Susan MB. Graph Neural Network: The Next Frontier in Deep Learning. ScienceOpen Posters. 2023. DOI: https://doi.org/10.14293/P2199-8442.1.SOP-.P9BKIX.v1.
Kamalini D, Vijayabhanu R, Subashini P, Dhivyaprabha TT and Jennyfer Susan MB. Revolutionizing Chemistry with Artificial Intelligence: Opportunities and Applications. ScienceOpen Posters. 2023. DOI: https://doi.org/10.14293/P2199-8442.1.SOP-.PSNSPU.v1.
Best Researcher Award , Entry ID: 1711, Date: 04.07.2023 Organizers: International Research Awards on Network Protocols
Best Presenter Award, Presentation Title: CUDA in Google Colab for Medical Images Analysis Date: 01.04.2023 Organizers: Centre for Machine Learning and Intelligence and AAI Start-up Programme
Best Presenter Award, Presentation Title: Image Classification using Federated Learning Date: 20.03.2024 & 21.03.2024 Organizers: Centre for Machine Learning and Intelligence and AAI Start-up Programme
Journal Reviewer, Recent Patents on Engineering (Scopus Indexed Journal), May 2024.
IEEE Member ship - 99191194
IAENG - 342607.
Vidwan ID - 590509
Official website - www.avinuty.ac.in/
ORCID - https://orcid.org/0000-0003-1509-9309
Scopus - 57216788518
Research Gate - https://www.researchgate.net/profile/Jennyfer-M-B
Google Scholar - https://scholar.google.com/citations?user=4y1bWZUAAAAJ&hl=en
LinkedIn - https://www.linkedin.com/in/jennyfer-susan-m-b-24a948206
Web of Science ID - IST-1886-2023