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Open access Sep 2026

Antioxidant and Antimicrobial Activities of Essential Oil Extracted from Leaves of African Boxthorn (Lycium ferocissimum): In-Vitro and In-Silico Approaches

The African boxthorn (Lycium ferocissimum) is a medicinal plant belonging to the Solanaceae family that is used in traditional pharmacopeia. Here, its biological potential was assessed by analyzing the essential oil from its leaves (EOLF), extracted by hydro-distillation and major terpenes characterized by gas chromato...

Walid El Mjiyad, H. Zejli, Meriem Khedraoui et al. · 0 citations
Open access Sep 2026

Interpretable Machine Learning Frameworks for QSAR Modeling: A Comparative Study of Classical Algorithms and Transformer-CNN Architectures

Phosphodiesterase type 5A (PDE5A) inhibitors represent an important class of bioactive molecules with therapeutic relevance across cardiovascular, neurological, and oncological disorders. In this work, we develop an interpretable Quantitative Structure–Activity Relationship (QSAR) framework that integrates classical...

Fatima Ezzahra Belkhanchi, M. Mbarki, S. Chtita et al. · 0 citations

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