Shovan Barma

Employment

• Indian Institute of Information Technology Guwahati Associate Professor
  2022 - Present
• Indian Institute of Information Technology Guwahati Assistant Professor
  2016 - 2022
• University of Macau Postdoctoral Fellow
  2015 - 2016
• National Cheng Kung University Research Assistant
  2011 - 2015
• Indian Institute of Engineering Science and Technology Project Faculty
  2010 - 2011

Education

• National Cheng Kung University PhD
  2011 - 2015
• Indian Institute of Engineering Science and Technology Master in Technology (M. Tech)
  2006 - 2008
• Kalyani Government Engineering College Bachelor in Technology (B. Tech)
  1999 - 2003

Projects & Funding

Projects & funding information is unavailable.

Publications (67)

• DPAT-CycleGAN: A Dual-Path Anatomical Transformer CycleGAN for High-Fidelity 3T-to-7T MRI Translation
  2026 DOI: 10.2139/ssrn.6382930
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• A Resource-Efficient Cardiac Arrhythmia Detection Using Nonlinear Dynamics in Optimized Delay State Networks
  IEEE Transactions on Biomedical Engineering 2026 DOI: 10.1109/TBME.2025.3605297
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• VM-CycleGAN: A Lightweight CycleGAN Framework for MRI Translation from 3T to 7T
  2026 DOI: 10.1007/978-3-032-18480-1_34
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• T2M-CycleGAN: A Knowledge-Distilled CycleGAN Framework for High-Fidelity 3T-to-7T MRI Translation
  2025 DOI: 10.1145/3774521.3774579
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• Attention Dynamics: Estimating Attention Levels of ADHD using Swin Transformer
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025 DOI: 10.1007/978-3-031-78195-7_18
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• Attention-Based Dual-Knowledge Distillation for Alzheimer’s Disease Stage Detection Using MRI Scans
  IEEE Open Journal of Instrumentation and Measurement 2025 DOI: 10.1109/OJIM.2025.3589698
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• Real-Time Implementation of Accelerated HCP-MMA for Deep Learning-Based ECG Arrhythmia Classification Using Contour-Based Visualization
  IEEE Journal of Biomedical and Health Informatics 2025 DOI: 10.1109/JBHI.2025.3572376
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• Feature Fusion GAN Based Virtual Staining on Plant Microscopy Images
  IEEE/ACM Transactions on Computational Biology and Bioinformatics 2024 DOI: 10.1109/TCBB.2024.3380634
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• Skill-Driven Loan Prediction for Economic Inclusion: A Computational Approach for Financial Empowerment
  2024 International Conference on Orange Technology, ICOT 2024 2024 DOI: 10.1109/ICOT64290.2024.10936946
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• MicrosMobiNet: A Deep Lightweight Network with Hierarchical Feature Fusion Scheme for Microscopy Image Analysis in Mobile-Edge Computing
  IEEE Internet of Things Journal 2024 DOI: 10.1109/JIOT.2023.3317878
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