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M. Raveenthini

Faculty Associate, Department of Electronics and Communication Engineering, School of Engineering, Coimbatore

Qualification: B.E., M.Tech.
m_raveenthini@cb.amrita.edu
Research Interest: Image and Signal Processing & Machine/Deep Learning
Date of Joining: 03/07/2024

Bio Publications Professional Experience Academic Responsibilities Participation
Bio

M. Raveenthini joined the Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Coimbatore Campus, in 2024 and currently serves as a Faculty Associate. She earned her B.E. degree in Biomedical Engineering from PSG College of Technology in 2019 and her M.Tech. in Biomedical Engineering from Amrita Vishwa Vidyapeetham in 2021. She was awarded a Gold Medal for securing the First Rank in her M.Tech. program. She is currently pursuing a Ph.D. in biomedical image processing at Amrita Vishwa Vidyapeetham.
Her research interests include Signal Processing, Biomedical Image Processing, Medical Decision Support Systems, Machine Learning and Deep Learning. She is presently working on Computer-Aided Diagnosis system for Multiple Ocular Disease Detection.

Qualification

  • 2021 : Ph. D. (Pursuing), Medical Image Processing
    Amrita Vishwa Vidyapeetham
  • 2019-2021 : M.Tech, Biomedical Engineering
    Amrita Vishwa Vidyapeetham
  • 2015-2019 : B.E, Biomedical Engineering
    Amrita Vishwa Vidyapeetham

Undergraduate Courses Handled

  1. Problem Solving and Algorithmic Thinking
  2. Machine Learning
Publications

Journal Article

Year : 2025

Interpretable Diagnostic System for Multiocular Diseases Based on Hybrid Meta-Heuristic Feature Selection

Cite this Research Publication : Raveenthini M, Lavanya R, Raul Benitez. Interpretable Diagnostic System for Multiocular Diseases Based on Hybrid Meta-Heuristic Feature Selection. Computers in Biology and Medicine 2025; 184: 109486.
DOI: https://doi.org/10.1016/j.compbiomed.2024.109486

Publisher : Computers in Biology and Medicine

Year : 2025

Grad-CAM Based Explanations for Multiocular Disease Detection Using Xception Net

Cite this Research Publication : Raveenthini M, Lavanya R, Raul Benitez. Grad-CAM Based Explanations for Multiocular Disease Detection Using Xception Net. Image and Vision Computing 2025; 154: 105419.
DOI: https://doi.org/10.1016/j.imavis.2025.105419

Publisher : Image and Vision Computing

Year : 2023

Multiocular Disease Detection Using a Generic Framework Based on Handcrafted and Deep Learned Feature Analysis

Cite this Research Publication : Raveenthini M, Lavanya R. Multiocular Disease Detection Using a Generic Framework Based on Handcrafted and Deep Learned Feature Analysis. Intelligent Systems with Applications 2023; 17: 200184.
DOI: https://doi.org/10.1016/j.iswa.2023.200184

Publisher : Intelligent Systems with Applications

Year : 2022

Deep ensemble of texture maps for false positive reduction in mammograms

Cite this Research Publication : N Srinivashini, Raveenthini M, Lavanya R. Deep ensemble of texture maps for false positive reduction in mammograms. Journal of Physics Conference Series 2022; 2318 (1): 012038.
DOI: 10.1088/1742-6596/2318/1/012038

Publisher : Journal of Physics Conference Series

Conference Paper

Year : 2021

Combined diagnosis of diabetic retinopathy and glaucoma using non-linear features

Cite this Research Publication : Raveenthini M, Lavanya R. Combined diagnosis of diabetic retinopathy and glaucoma using non-linear features. In: 2021 5th international Conference on Computer, Communication and Signal Processing (ICCCSP) 2021; IEEE: p. 1-6.
DOI: 10.1109/ICCCSP52374.2021.9465505

Publisher : IEEE

Professional Experience
Position Organization Period Domain
Research Associate Amrita Vishwa Vidyapeetham September 2021 to September 2023 Research
Teaching Assistant Amrita Vishwa Vidyapeetham October 2023 to June 2024 Lab assistance
Academic Responsibilities
SNo Position Class / Batch Responsibility
1. Class Adviser ECE C/2021 – 2025 To monitor the academic activities, Counseling has to be carried out both academically as well as personally.
Participation

Participation in Faculty Development / STTP / Workshops /Conferences

SNo Title Organization Period Outcome
1. National Workshop on Transforming Healthcare with AI Amrita Vishwa Vidyapeetham, Coimbatore 28 – 30November 2024 Resource Person
2. ATAL FDP on “Research Perspective in Medical Product Innovation Using AI” Hindusthan College of Engineering and Technology, Coimbatore 21November 2024 Resource Person

Organizing Faculty Development / STTP / Workshops /Conferences

SNo Title Organization Period Outcome
1. National Workshop on Transforming Healthcare with AI Amrita Vishwa Vidyapeetham, Coimbatore 28 – 30 November 2024 Organizing Member
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