Nikhilanand Arya

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Publications (14)

• SleepXNet: DeepSeek-Guided Hybrid Transformer Model for Clinically Interpretable EEG-Based Sleep Stage Classification
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2026.3692556
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• CAGCL: Predicting Short- and Long-Term Breast Cancer Survival With Cross-Modal Attention and Graph Contrastive Learning
  IEEE Journal of Biomedical and Health Informatics 2024 DOI: 10.1109/JBHI.2024.3449756
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• Breast cancer prognosis through the use of multi-modal classifiers: current state of the art and the way forward
  Briefings in Functional Genomics 2024 DOI: 10.1093/bfgp/elae015
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• Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest
  Applied Soft Computing 2024 DOI: 10.1016/j.asoc.2024.111379
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• A Multi-modal Graph Convolutional Network for Predicting Human Breast Cancer Prognosis
  Communications in Computer and Information Science 2023 DOI: 10.1007/978-981-99-1648-1_16
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• Breast cancer survival prognosis using the graph convolutional network with Choquet fuzzy integral
  Scientific Reports 2023 DOI: 10.1038/s41598-023-40341-z
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• Deviation-support based fuzzy ensemble of multi-modal deep learning classifiers for breast cancer prognosis prediction
  Scientific Reports 2023 DOI: 10.1038/s41598-023-47543-5
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• Efficient-Nets and Their Fuzzy Ensemble: An Approach for Skin Cancer Classification
  Communications in Computer and Information Science 2023 DOI: 10.1007/978-981-99-1648-1_13
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• Improving the robustness and stability of a machine learning model for breast cancer prognosis through the use of multi-modal classifiers
  Scientific Reports 2023 DOI: 10.1038/s41598-023-30143-8
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• Proposal of SVM Utility Kernel for Breast Cancer Survival Estimation
  IEEE/ACM Transactions on Computational Biology and Bioinformatics 2023 DOI: 10.1109/TCBB.2022.3198879
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