Dr. Suma R

Associate Professor

Name of the faculty: Dr. Suma R

Designation: Professor

Qualifications: M. Tech.,Ph. D.

Area of specialization: Data Analytics, Network Security, Image Processing

Email id: sumar@ssit.edu.in

Experience in years: 25

Membership in professional bodies: MISTE

Papers published in Journals

• Tejaswini B and Dr. Suma R, “Combining 3D Convolutional Neural Networks with Recurrent Neural Networks to Improve the Accuracy of Clinically Significant Prostate Cancer Detection Using Multiparametric MRI Scans” is Presented by, 1^st International Conference on Data, Computation and Communication (ICDCC-2024) held on November 29-30,2024, organized by the School of Computing Science Engineering and Artificial Intelligence(SCAI), VIT Bhopal University, in collaboration with IEEE.
• Tejaswini B and Dr. Suma R, “Amalgamating 3D Convolutional Neural Networks with Recurrent Neural Networks to Enhance Detection of Clinically Notable Prostate Cancer Using Multiparametric MRI Scans” Published in Frontiers in Health Informatics Journal ISSN:2676-7104, Vol 13, Issue 3, 2024.
• Tejaswini B and Dr. Suma R, “Advancement in prostate cancer Detection: A Deep Learning Approach to MRI Analysis”, at “International Conference on Emerging Trends in Engineering & Allied Sciences” (ICEA) Organised by Coorg Institute of Technology, Ponnampet, Kodagu, Karnataka On the 3rd and 4th of June 2024.
• Tejaswini B and Dr. Suma R, Patent is filed: “System and Method for an Innovative Deep Learning Approach to Prostate Cancer Prediction from MRI Images”APPLICATION NO-202441053740 A, Publication Date- 02/08/2024.
• Madhumala G and R Suma “An Empirical Study on Various Workflow Scheduling Techniques in Cloud Computing”, 2024 1st International Conference on Advanced Computing and Emerging Technologies (ACET) | 979-8-3503-6772-0/24/$31.00 ©2024 IEEE | DOI: 10.1109/ACET61898.2024.10730234
• Madhumala G and Dr Suma R “Navigating Cloud Realms: An In-Depth Exploration Of Models, Deployments, And Optimization Strategies In Cloud Computing”, SJIF Impact Factor (2024): 8.675| ISI I.F. Value: 1.241| Journal DOI: 10.36713/epra2016 ISSN: 2455-7838(Online) EPRA International Journal of Research and Development (IJRD) Volume: 9 | Issue: 6 | June 2024 – Peer Reviewed Journal
• Ramalinga Reddy and Dr. Suma R,” Seeds in Symphony: Unveiling Varietal Diversity with Hybrid Feature Classification”. International Journal of Science and Research (IJSR) ISSN: 2319-7064 SJIF (2022): 7.942 Volume 12 Issue 11, November 2023 www.ijsr.net
• Mr. Ramalinga Reddy S and Dr. Suma R, “The Efficacy of Linear Regression in Classifying Diverse Food Grains Using Machine Learning Perspective”, Journal of Physical Science OPTIMA School of Computational Sciences and IT & Dr. A P J Abdul Kalam School of Engineering, ISSN No: 2320 – 4834.

Papers published in International conference

• Dr.Suma R,“The Efficacy of Linear Regression in Classifying Diverse Food Grains Using Machine Learning Perspective” ,International Conference on Recent trends in Computing Systems and Robotics organised by Dr. APJ Abdul Kalam School of Engineering, Garden City University, Bengaluru on 12th June 2024.
• Dr.Suma R,“Evolution in Prostate Cancer Diagnostics: Traversing the Deep Learning View” International Conference on Data Science and Exploration in Artificial Intelligence, CODE AI 2024, organized by Manipal Academy of Higher Education, Manipal Institute of Technology, Bengaluru in association with MITB ACM Student Chapter, powered by CGI on 3rd and 4th July 2024.
• Dr.Suma R, Professor, “Advancement in Prostate Cancer Detection: A Deep Learning Approach to MRI Analysis” International Conference on Emerging Trends in Engineering & Allied Sciences (ICEA), organized by Coorg Institute of Technology, Ponnampet, Kodagu, Karnataka, on 3rd and 4th June 2024.
• Ravi Ram V., Premasudha B.G., Suma R. “Design and Implementation of a Scenario-Based Communication Model for VANETs in EXata”, the Second International Conference on Smart Computing and Informatics (SCI 2018), 27-28, Januray 2018, PVPSIT, Vijayawada, India, Volume 2, pp. 577-587. In: Satapathy S., Bhateja V., Das S. (eds) Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, Vol 105, Springer, Singapore. First online 05 November 2018, DOI https://doi.org/10.1007/978-981-13-1927-3_61 (Scopus Indexed)
• R Suma, Premasudha B G, Ravi Ram V., “An Analysis on the Effect of Malicious Nodes on the Performance of LAR Protocol in MANETs”, Third International Conference on Information System Design and Intelligent Applications (INDIA 2016), Volume 3, 2016, pp 623-633. ISSN 2194-5365(electronic), ISBN 978-81-322-2757-1(eBook) Springer AISC series (Scopus Indexed).
• D. K. Thara, B. G. Premasudha, V. R. Ram and R. Suma, “”Impact of big data in healthcare: A survey,”” 2016 2nd International Conference on Contemporary Computing and Informatics (IC3I), Noida, 2016, pp.729-735.doi: 10.1109/IC3I.2016.7918057.

Papers published in National conference

• Suma R, Premasudha B.G., “Location Based Routing Protocols in MANETs”, National Conference on Emerging Trends in Computer Engineering and Technologies (NACCET’12) organized by T. JHON college, Bangalore on 11th and 12th April 2012.
• Suma R, Premasudha B.G., “Comparative Study of Location Based Routing Protocols in Manets”, National Conference on Computer Networks and Soft Computing (NCNS-2012) organized by the Department of Computer Science and Engineering, SSIT, Tumkur on 6th and 7th November 2012.
  

Other achievements

• Editorial Board Member, SSAHE – Journal of Interdisciplinary Research (JIR)
• Assisting Dean (Examination) in student data maintenance and processing of results at Examination Section
• Member, SSIT Staff welfare committee
• Member, Anti Ragging Committee
• Counselor, IGNOU SSIT
• Member of Research Sub-Committee,SSIT