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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Aangi J Shah

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2 papers indexed here

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Open access Sep 2026

Multiclass EEG-Based Classification of Psychiatric Disorders Using Interpretable Machine Learning on Spectral and Connectivity Features

The results suggest that EEG-derived spectral and coherence features, when combined with lightweight machine learning classifiers, can support multiclass psychiatric classification with variable class-wise performance, however, the lower performance observed for Mood Disorder and the reliance on a single public dataset...

Aangi J. Shah, Ajay Goyal · 0 citations
Open access Jul 2026

Channel reduction in AdaBoost ensemble models for energy-efficient ambulatory seizure detection

Analysis of a feature reduction strategy for a 100-tree AdaBoost ensemble model applied to binary seizure detection using the Bangalore EEG Epilepsy Dataset shows that strategic channel reduction based on feature importance analysis can improve computational efficiency while maintaining comparable seizure detection per...

Aangi J. Shah, M. Toma · 0 citations

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