We proposed FSF-ViT, a Vision Transformer (ViT)-based model integrating image augmentation and adaptive global-local feature fusion, for Few-Shot Food (FSF) classification. The proposed method focused on training with limited food images to reduce da...
ETHNOPHARMACOLOGICAL RELEVANCE: Erzhi Pill (EZP), a traditional Chinese medicine used for various cancers, exhibits antitumor potential, though its role and mechanisms in Triple-Negative Breast Cancer (TNBC) remain unclear.
Engineered nanomaterials (ENMs) have gained extensive applications across diverse fields, yet their potential cytotoxicity, particularly toward the immune system, raises significant safety concerns. As critical sentinels of innate immunity, macrophag...
Medication errors in the operating room (OR) are common and have considerable potential for harm. While not yet widely used in the OR, clinical decision support (CDS) has been shown to prevent medication errors outside of the OR and has the potential...
Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
Jul 12, 2025
Modern oncology increasingly relies on integrated, multimodality care, yet radiation oncology remains undervalued in strategic frameworks despite its central therapeutic role. This ESTRO manifesto calls for a repositioning of radiation oncology as a ...
Clinica chimica acta; international journal of clinical chemistry
Jul 12, 2025
Alpha-2-glycoprotein 1, zinc-binding (AZGP1), functions as a serum AZGP1 biomarker with applications in cancer detection, prognosis, and therapeutic monitoring. This review evaluates AZGP1's analytical performance and clinical utility in multiple mal...
Multiclass classification of skin lesions plays a crucial role in computer-aided skin cancer diagnosis and still remains challenging due to the high similarity between different classes and large variations within the same classes. Additionally, the ...
BACKGROUND: Breast cancer metastasis (BCM) metastasizes preferentially to certain organs. Important genetic markers can be used for early detection and treatment. Machine learning (ML) can efficiently handle gene expression data to enhance metastasis...
Deep learning methods have made significant progress in the field of biomedical automatic segmentation but still open to developments, especially due to the insufficient use of preprocessing methods. In this study, a pre-processing step is proposed b...
Ecotoxicology and environmental safety
Jul 12, 2025
Lead exposure poses substantial long-term health risks, accounting for over 900,000 annual deaths worldwide and impairing cognitive development in more than 800 million children. Recent studies have indicated elevated soil lead contamination levels o...
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