Faculty Profile

About

Dr. M V Sudhamani, working as a professor in the department of Information Science and Engineering put in three decades of experience in teaching, research and administration. She has guided 6 candidates for their Ph. D degree and published 112+ papers in reputed Journals/Conferences and won best papers and best thesis awards. Also, completed 2 funded projects from AICTE and VTU successfully as Principal Investigator. She is a reviewer for International Journals, Conferences and chaired sessions in numerous conferences. She has executed tasks of BOS and BOE as a member of VTU and Autonomous Institutions. In the span of her academic career, she has guided Ph.D. candidates, worked on doctoral committees, organized and attended conferences, delivered and organized expert talks, organized and attended FDPs/Workshops, and served as a subject expert. She has also been a member of LIC committees - VTU, DCS - VTU digital valuation.

Education

• Ph. D - Computer Science and Engineering
  SJCE, Mysore - VTU
  Passed Year: 2008 | Program Type: PartTime
• M. Tech - Computer Science and Engineering
  KREC - Surathkal, Mangalore University
  Passed Year: 1996 | Program Type: FullTime
• B. E - Computer Science and Engineering
  MSRIT, Bangalore University
  Passed Year: 1992 | Program Type: FullTime

Selected Publications

• Journal | Published On : 20-08-2026
  M V Sudhamani, Komala K , Harshitha K K, et. al
  An Explainable Deep Learning Framework for Heart Disease Classification from Multi-Modal Clinical Data, Journal of Intelligent Decision Making and Information Science, Volume 3(13s), 2421-2443, 2026.
  Weblink
• Journal | Published On : 17-08-2026
  M V Sudhamani, Bharath M.B, Bantu Saritha, Sukerthi S, et.al
  A Hybrid Deep Learning Framework for Early-Stage Detection of H5N1 in Poultry Using Multimodal Clinical and Post-Mortem Imaging, Adv. Anim. Vet. Sci., 14(9):1863-1877, 2026
  Weblink
• Conference | Published On : 22-12-2025
  Mala B A, Sudhamani M V
  Blockchain-based Trust and Privacy-Preserving Authentication using Federated Learning in Pharmaceutical Supply Chains, IEEE International Conference on Emerging Computation and Information Technologies (ICECIT), 979-8-3315-6865, 2025.
  Weblink
• Book Chapter or Books | Published On : 02-10-2025
  B. A. Mala, M. V. Sudhamani, K. V. Suvika
  VISION AID—A Light Weight Blind Assistance Tool Using IoT and Computer Vision Techniques, Lecture Notes in Networks and Systems, LNNS, Volume 1385, 2025
  Weblink
• Book Chapter or Books | Published On : 26-07-2025
  M V Sudhamani, Anil kumar
  Lung Cancer Prediction Using Integrated Deep Learning Model, Lecture Notes in Electrical Engineering, LNEE, Volume 1335, pp 455–464, 2025.
  Weblink
• Journal | Published On : 31-03-2025
  Basavaraj G N , Mohan B A , Sudhamani M V, E G Satish , Kavitha C
  Optimizing Wireless Sensor Networks with Machine Learning-Based Predictive Maintenance, Mathematical Modelling of Engineering Problems, Vol. 12, No. 3, pp. 982-990, March, 2025
  Weblink
• Journal | Published On : 28-08-2024
  M. V. Sudhamani, N. Hema, G. N. Basavaraj, S. A. Karthik
  Stage Identification of Malignant Liver Tumors Using Multiclass Classifiers, International Journal of Engineering Trends and Technology (IJETT), vol. 72, no. 8, pp. 37-43, 2024.
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