Dr. A. Sukanya

Dr. A. Sukanya is a Computer Science and Business Analytics academic with extensive experience in teaching, funded research, and academic administration. She was awarded the Ph.D. in Computer Science (Full-Time) for her research titled 'Design and Development of an Effective Methodology Using Vesselness Measures for Coronary Artery Segmentation and Calcium Quantification' at Bharathiar University.

She subsequently served as a Project Fellow in the Department of Computer Applications, Bharathiar University, actively engaged in national funded research initiatives and high-performance computing projects.

Prior to joining SVPISTM, she served reputed higher education institutions including Avinashilingam Institute for Home Science and Higher Education for Women, Sri Krishna Arts and Science College, and VLB Janakiammal College. She joined SVPISTM in July 2024 to lead Business Analytics and computer applications programmes.

Her research expertise encompasses Digital Image Processing, Medical Imaging, Machine Learning, Computer Vision, and Biomedical Image Analysis, with high technical proficiency in Python, R, MATLAB, Tableau, and statistical computing platforms. She has authored papers in Scopus and SCIE-indexed international journals and serves as an active peer reviewer for international publications.

• 1

  "An Automated Framework for Coronary Calcium Quantification Using Multi-Scale Vesselness Filters"

  Computers in Biology and Medicine
  2020 Scopus / SCIE (Elsevier)
• 2

  "Deep Convolutional Neural Networks for Automated Defect Detection in Woven Fabric Surfaces"

  International Journal of Pattern Recognition and Artificial Intelligence
  2022 Scopus / World Scientific
• 3

  "Feature Extraction and Machine Learning Classifier Performance on High-Resolution Medical Image Datasets"

  Journal of Medical Imaging and Health Informatics
  2018 SCIE / Ingenta

• 1

  "Predictive Modeling of Retail Customer Churn in E-Commerce Platforms using Python"

  IEEE International Conference on Big Data and Cloud Computing
  2023 Paper Presentation
• 2

  "Vesselness Filter Optimization for Low-Contrast Radiographic Sequences"

  International Conference on Computer Vision and Image Processing, IIT Roorkee
  2019 Paper Presentation

• 1

  Python for Business Analytics: Hands-on Machine Learning Applications

  Publisher: Technical Education Press • 2022
  Published Book / Monograph

• Member, Association for Computing Machinery (ACM)
• Member, Computer Society of India (CSI)
• Coordinator, High-Performance Analytics Computing Centre, SVPISTM