MALAYA KUMAR NATH

Employment

• Asian Institute of Technology ASSISTANT PROFESSOR
  2018 - 2018
• National Institute of Technology Puducherry ASSISTANT PROFESSOR
  2013 - 2018

Education

• Indian Institute of Technology Guwahati PhD
  2009 - 2017
• Indian Institute of Technology Guwahati M.TECH
  2006 - 2008
• Biju Patnaik University of Technology B.E
  1999 - 2003

Projects & Funding

Projects & funding information is unavailable.

Publications (76)

• METHODICAL INVESTIGATION OF LOSS FUNCTIONS IN DEEP LEARNING AND MACHINE LEARNING
  Biomedical Engineering: Applications, Basis and Communications 2027 0 citations DOI: 10.4015/S101623722530007X
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• Identification of cardiovascular diseases from colour fundus images using ensemble texture features by deep neural networks
  Computer Methods and Programs in Biomedicine Update 2026 0 citations DOI: 10.1016/j.cmpbup.2026.100262
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• A robust deep learning network for grading breast cancers from histopathological images
  Next Research 2026 0 citations DOI: 10.1016/j.nexres.2026.102190
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• Bottleneck of AI driven techniques for identifying indian agricultural diseases: A systematic review and future directives
  Results in Engineering 2026 3 citations DOI: 10.1016/j.rineng.2026.111212
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• A Multiscale Wavelet–Graph Spectral Approach for Cardiovascular Risk Assessment Using Retinal Fundus Images
  2026 0 citations DOI: 10.1109/SPCOM71105.2026.11622940
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• Precision in sight: A vessel-aware deep-learning framework for automated glaucoma screening
  Optik 2026 3 citations DOI: 10.1016/j.ijleo.2026.172728
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• Correction: Detection of Atrial Fibrillation from ECG Signal using Efficient Feature Selection and Classification
  Circuits, Systems, and Signal Processing 2026 0 citations DOI: 10.1007/s00034-026-03558-7
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• Robust method for classification of agricultural crops diseases using LGXP descriptor
  Results in Engineering 2026 7 citations DOI: 10.1016/j.rineng.2025.108826
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• Towards intelligent phonocardiogram analysis: Advances and future perspectives in cardiovascular disease detection
  Engineering Applications of Artificial Intelligence 2026 5 citations DOI: 10.1016/j.engappai.2025.113347
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• Emotion Recognition from ECG Signals Using Deep Neural Networks
  2026 0 citations DOI: 10.1007/978-3-032-12827-0_10
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