Shruti Pallawi

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Publications (10)

• CoMFormer: An explainable multimodal framework for Alzheimer's disease diagnosis
  Pattern Recognition 2026 DOI: 10.1016/j.patcog.2026.114472
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• FedTrust-UNLEARN: Trust-Aware Federated Learning with Auditable Unlearning for Privacy-Preserving Consumer IoMT EEG Intelligence
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3710385
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• LEFF-ViT: A locally enhanced vision transformer framework for accurate Alzheimer's Disease classification from brain MRI
  Psychiatry Research Neuroimaging 2026 DOI: 10.1016/j.pscychresns.2026.112155
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• Single-channel EEG-based sleep state detection using spectral features and machine learning
  Life Cycle Reliability and Safety Engineering 2026 DOI: 10.1007/s41872-026-00424-y
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• Deep Learning Based Anatomical Brain Segmentation and Classification of Alzheimer's Stages Using Multi-Facet Features
  International Conference on Wavelet Analysis and Pattern Recognition 2025 DOI: 10.1109/ICWAPR66259.2025.11306556
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• Detection of Alzheimer's Disease Stages Using Pre-Trained Deep Learning Approaches
  5th IEEE International Conference on Cybernetics Cognition and Machine Learning Applications Icccmla 2023 2023 DOI: 10.1109/ICCCMLA58983.2023.10346730
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• Review and analysis of deep neural network models for Alzheimer's disease classification using brain medical resonance imaging
  Cognitive Computation and Systems 2023 DOI: 10.1049/ccs2.12072
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• Study of Alzheimer’s disease brain impairment and methods for its early diagnosis: a comprehensive survey
  International Journal of Multimedia Information Retrieval 2023 DOI: 10.1007/s13735-023-00271-y
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• Computer Vision based Visual Activity Classification through Deep Learning Approaches
  2022 IEEE Region 10 Symposium Tensymp 2022 2022 DOI: 10.1109/TENSYMP54529.2022.9864443
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• Alzheimer Disease Detection Using Edge Enhanced K Means Clustering Algorithm
  Ssrn 2020 DOI: 10.2139/ssrn.3545092
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