Author

Mariam Almutairi

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Open access Sep 2026

VHealth-MFusion: a fusion-based multimodal deep learning framework for pneumonia tele-diagnosis in virtual hospital environments

Introduction Virtual hospital systems support remote triage and diagnosis across distributed healthcare environments by integrating radiographic imaging with structured clinical information for clinical decision making. However, many existing diagnostic frameworks do not fully address real world challenges commonly enc...

Sara A. Alsalamah, Albatoul S. Althenayan, Mariam Almutairi et al. · Frontiers in Digital Health · 0 citations

Book Open access Jul 2026

SecMutBench: Evaluating LLM-Generated Security Tests via Mutation-Based Vulnerability Detection

The Security Mutation Score (SMS) is proposed, a metric that classifies mutant kills into semantic, functional, incidental, and crash categories using operator-aware heuristics, distinguishing genuine security awareness from coincidental detection.

Mariam Almutairi, Chang-Tien Lu · AIware · 0 citations