Subin Sahayam

Employment

• Shiv Nadar University Chennai Assistant Professor
  2023 - Present
• Indian Institute of Information Technology Design and Manufacturing Kancheepuram Teaching Assitant
  2018 - 2022
• Sri Sivasubramaniya Nadar College of Engineering Research Assistant
  2017 - 2017

Education

• Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram PhD
  2018 - 2023
• Sri Sivasubramaniya Nadar College of Engineering Master of Engineering
  2015 - 2017
• Anna University Chennai University College of Engineering Nagercoil Bachelor of Engineering
  2011 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Brain Tumor Segmentation with Federated Learning: A BraTS2020 Dataset
  2026 DOI: 10.1007/978-3-031-93691-3_33
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• CoDeiT: Contrastive Data-Efficient Transformers for Deepfake Detection
  2025 DOI: 10.1007/978-3-031-78125-4_5
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• Ensemble Models for Multi-class Classification of Diabetic Retinopathy
  2024 DOI: 10.1007/978-3-031-12700-7_12
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• Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images
  ArXiv 2024
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• An Algorithm to Calculate Retinal Vessel Diameter in Fundus Images
  2023 DOI: 10.1145/3627631.3627653
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• Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data
  Computers in Biology and Medicine 2023 DOI: 10.1016/j.compbiomed.2023.106571
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• A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images
  2023 DOI: 10.1007/978-3-031-31407-0_48
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• Can we learn better with hard samples?
  ArXiv 2023
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• A graphical approach for outlier detection in gene-protein mapping of cognitive ailments: an insight into neurodegenerative disorders
  Network Modeling Analysis in Health Informatics and Bioinformatics 2022 DOI: 10.1007/S13721-022-00364-4
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• Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images
  Biomedical Signal Processing and Control 2022 DOI: 10.1016/J.BSPC.2022.103939
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