Ministry of Education
Suganya A
VIDWAN ID: 710595

Dr Suganya A

Female Doctor of Philosophy
Assistant Professor | Department of Computing Technologies - KTR
SRM Institute of Science and Technology
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-4349-8836 Scopus 57217177457 Google Scholar wm-RNk4AAAAJ
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28 Publications
0 Projects
319 Scopus Citations
281 CrossRef
8 Years 2 Months Total Experience
Publications
28 Total
Articles
13
Books
1
Chapters
2
Proceedings
12
Activity

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Scopus Scopus
319 Citations
10 h-index
CrossRef CrossRef
281 Citations
9 h-index
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Professional Recognition

Maulana Azad National Fellowship
2013
Government of India

Community & Membership

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IEEE
Annual
Jan 2026

Personal Details

Doctor of Philosophy
2020
N/A
Assistant Professor
May 2025 – Present
SRM Institute of Science and Technology | Department of Computing Technologies - KTR
Assistant Professor (Grade-III)
Sep 2021 – Apr 2025
Sastra University | School of Computing
Assistant Professor (Grade-II)
Jul 2018 – Aug 2021
Sastra University | School of Computing Science
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

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Scholarly Publications

Three-Stage Transfer Learning with AlexNet50 for MRI Image Multi-Class Classification with Optimal Learning Rate

Open Access
Journal Article
Computer Modeling in Engineering & Sciences. Year: 2024. Volume: 142 , Issue: 1 , Pages: 155-183 .
Authors: Suganya Athisayamani; A. Robert Singh; Gyanendra Prasad Joshi; Woong Cho
DOI 10.32604/cmes.2024.056129 Crossref Crossref: 1 Scopus Scopus: 4

Segmentation of Brain Tumors with Multi-kernel Fuzzy C-means Clustering in MRI

Conference Paper
Year: 2022. Volume: 446 , Pages: 249-258 .
Authors: A. Robert Singh; Suganya Athisayamani
DOI 10.1007/978-981-19-1559-8_26 Crossref Crossref: 5 Scopus Scopus: 8

Automatic MRI Image Classification Using Attention and Residual CNNs With Enhanced Image Denoising Filters

Open Access
Journal Article
IEEE Access. Year: 2025. Volume: 13 , Pages: 12399-12410 .
Authors: Suganya Athisayamani; A. Robert Singh; Faten Khalid Karim; Samih M. Mostafa
DOI 10.1109/ACCESS.2024.3523516 Crossref Crossref: 3 Scopus Scopus: 2

Multi-Scale Dilated Convolution Network for SPECT-MPI Cardiovascular Disease Classification with Adaptive Denoising and Attenuation Correction

Open Access
Journal Article
Computer Modeling in Engineering & Sciences. Year: 2025. Volume: 142 , Issue: 1 , Pages: 299-327 .
Authors: A. Robert Singh; Suganya Athisayamani; Gyanendra Prasad Joshi; Bhanu Shrestha
DOI 10.32604/cmes.2024.055599 Scopus Scopus: 3

An enhanced denoising system for mammogram images using deep transformer model with fusion of local and global features

Open Access
Journal Article
Scientific Reports. Year: 2025. Volume: 15 , Issue: 1 .
Authors: A. Robert Singh; Suganya Athisayamani; Faten Khalid Karim; Ahmed Zohair Ibrahim; Sameer Alshetewi; Samih M. Mostafa
DOI 10.1038/s41598-025-89451-w Crossref Crossref: 12 Scopus Scopus: 14

A novel double machine learning approach for detecting early breast cancer using advanced feature selection and dimensionality reduction techniques

Open Access
Journal Article
Scientific Reports. Year: 2025. Volume: 15 , Issue: 1 .
Authors: Suganya Athisayamani; Tamilazhagan S; A. Robert Singh; Jae-Yong Hwang; Gyanendra Prasad Joshi
DOI 10.1038/s41598-025-06426-7 Crossref Crossref: 9 Scopus Scopus: 11

Feature Exchange Federated Learning (FEFL) with Hierarchical Feature Exchange Layers (H-FEL) for Enhanced Bone Marrow Cell Classification

Conference Paper
Year: 2026. Volume: 1593 LNNS , Pages: 63-74 .
Authors: A. Robert Singh; Suganya Athisayamani; D. Mohanapriya; Korhan Cengiz
DOI 10.1007/978-3-032-02790-0_6

An Optimized Hard Voting Classifier for Early Lung Cancer Detection and Classification from CT Imaging by Leveraging a Combination of Deep Learning and Machine Learning Models

Conference Paper
Year: 2026. Volume: 1617 LNNS , Pages: 31-42 .
Authors: Suganya Athisayamani; P. Anu; A. Robert Singh; Gyanendra Prasad Joshi
DOI 10.1007/978-3-032-04539-3_3
Showing 1 to 8 of 28 publications