Author

Gang Luo

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#artificial intelligence Review Jun 2026

Medical Heuristic Learning: An LLM-Driven Framework for Interpretable and Auditable Clinical Decision Rules

Comprehensive experiments show that MHL achieves predictive performance comparable to that of state-of-the-art methods, performs favorably in small-sample and highly imbalanced settings, and supports the transfer and adaptive revision of validated rules under feature evolution.

Wei Xu, Ke Yang, Gang Luo et al. · arXiv.org · 0 citations

Open access Aug 2026

MIDAS: A multimodal interview-based framework for depression assessment from clinical interviews.

MIDAS is presented, an interview-aware multimodal framework that preserves the question-response structure of clinical interviews for depression assessment and integrates linguistic, acoustic, and visual-behavioral representations through gated multimodal fusion and shared large language model-based contextual modeling...

Yuyang Sha, Ting Liu, Xianyu Tong et al. · Acta Psychologica · 0 citations