Author

G. Jamnal

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Open access 2026

AARD: A Risk-Aware Agentic AI Framework for Sequential Clinical Decision Support Using Large Language Models

The proposed AARD framework offers a scalable and interpretable approach for combining agentic decision processes, LLM-based feature extraction, and risk-aware optimisation in health-care settings.

G. Jamnal · ABH · 0 citations

Open access Jul 2026

TRuE-XAI: causal and explainable ai framework for trustworthy corporate earnings growth forecasting

This study proposes TRuE-XAI (Transparent, Rule-based, and Explainable Artificial Intelligence), an integrated framework combining imbalance-aware ensemble learning, automated hyperparameter optimization, rule-based explainability, visual analytics, and causal inference for transparent earnings-growth forecasting.

G. Jamnal · Frontiers in Artificial Inte... · 0 citations