Ministry of Education
Illakiya T
VIDWAN ID: 615420

Dr Illakiya T

Female Doctor of Philosophy
Assistant Professor | Department of Computational Intelligence - KTR
SRM Institute of Science and Technology
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0001-5890-529X Scopus 57201903396 Google Scholar eMuRnGkAAAAJ
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24 Publications
0 Projects
331 Scopus Citations
304 CrossRef
2 Years 3 Months Total Experience
Publications
24 Total
Articles
10
Chapters
5
Proceedings
9
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Scopus Scopus
331 Citations
8 h-index
CrossRef CrossRef
304 Citations
7 h-index
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Personal Details

Doctor of Philosophy
2024
N/A
Assistant Professor
Jun 2024 – Present
SRM Institute of Science and Technology | Department of Computational Intelligence - KTR
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Publications

Classification of Alzheimer's Disease Through Deep Learning Approaches with Contextual and Inter-channel Features from Brain MRI

Conference Paper
Year: 2026. Volume: 2654 CCIS , Pages: 165-175 .
Authors: T. Illakiya; B. Vidhya; K. Jashvanth
DOI 10.1007/978-3-032-13029-7_12

Data preprocessing and augmentation techniques for neuroinformatics

Book Chapter
Year: 2026. Pages: 21-47 .
Authors: Illakiya T.; Shajina Anand; Vidhya B.; Prince Chelladurai S.
DOI 10.1016/B978-0-443-41459-6.00013-4

Automated Breast Cancer Classification in Ultrasound Imaging Using Dense and Global Feature Fusion

Conference Paper
Year: 2026. Pages: 34-40 .
Authors: Sai Sukumar; Allen Vinster Joel; Namita Dushyant Nahata; Dhrouv Damania; T. Illakiya
DOI 10.1109/ICICCS67901.2026.11502589

Deep learning for Alzheimer’s disease and mild cognitive impairment detection

Book Chapter
Year: 2026. Pages: 81-103 .
Authors: Sathishkumar Veerappampalayam Easwaramoorthy; Illakiya T.; K. Venkatachalam; Hariprasad S.; Bharath Elangovan
DOI 10.1016/B978-0-443-41459-6.00008-0

Classification of benign and malignant breast lesions in mammograms using dense-unified multiscale attention network and data-efficient image transformers

Journal Article
The European Physical Journal Special Topics. Year: 2025. Volume: 234 , Issue: 15 , Pages: 4337-4355 .
Authors: S. Paavankumar; R. Karthik; Gangatharan Idayachandiran; Pulaparthi Penchala Deepthi Sri; T. Illakiya
DOI 10.1140/epjs/s11734-025-01618-8 Crossref Crossref: 5 Scopus Scopus: 6

A Hybrid Deep Learning Model for Lung Cancer Classification Using DenseNet169 and Convolutional Block Attention Module

Conference Paper
Year: 2025. Pages: 983-988 .
Authors: T. Illakiya; S Akhilesh; Dulam Satya Karthik
DOI 10.1109/ICMSCI62561.2025.10894587 Crossref Crossref: 5 Scopus Scopus: 6

A Deep Learning Framework with Attention Mechanism for the Classification of Mild Cognitive Impairment using Brain MRI

Conference Paper
Year: 2025. Pages: 1188-1194 .
Authors: T. Illakiya; B. Vidhya; S. Prince Chelladurai; S. Hariprasad
DOI 10.1109/ICVADV63329.2025.10961723 Crossref Crossref: 1 Scopus Scopus: 1

A Hybrid Deep Learning Model for Potato Leaf Disease Classification using Transfer Learning and Attention Mechanism

Conference Paper
Year: 2025. Pages: 837-842 .
Authors: T. Illakiya; Allen Vinster Joel; Namita Dushyant Nahata; Sai Sukumar; S. Prince Chelladurai
DOI 10.1109/ICCMC65190.2025.11140741
Showing 1 to 8 of 24 publications