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VGX: VGG19-Based Gradient Explainer Interpretable Architecture for Brain Tumor Detection in Microscopy Magnetic Resonance Imaging (MMRI).
Microsc Res Tech
January 2025
AIDA Lab. College of Computer and Information Sciences (CCIS), Prince Sultan University, Riyadh, Saudi Arabia.
The development of deep learning algorithms has transformed medical image analysis, especially in brain tumor recognition. This research introduces a robust automatic microbrain tumor identification method utilizing the VGG16 deep learning model. Microscopy magnetic resonance imaging (MMRI) scans extract detailed features, providing multi-modal insights.
View Article and Find Full Text PDFProteomic dataset of sorghum leaf and root responses to single and combined drought and heat stress.
Sci Data
January 2025
Department of Biotechnology, University of the Western Cape, Bellville, South Africa.
Drought and heat stress significantly limit crop growth and productivity. Their simultaneous occurrence, as often observed in summer crops, leads to larger yield losses. Sorghum is well adapted to dry and hot conditions.
View Article and Find Full Text PDFClimate change and food security nexus in Ghana: The role of renewable energy.
Sci Total Environ
January 2025
Department of Agribusiness Management and Consumer Studies, University of Energy and Natural Resources, Sunyani, Ghana; Department of Applied Agriculture, Central University of Punjab, India.
Climate change is aggravating hunger, which is miserable in Sub-Saharan African nations like Ghana. Yet evidence of the effect of climatic variables on hunger, particularly multidimensional food security, is less illuminated in Ghana. Moreover, the decoupling effect of renewable energy on emissions and food security is rare in the Ghanaian context.
View Article and Find Full Text PDFEnhancing Miscanthus floridulus remediation of soil cadmium using Beauveria bassiana FE14: Plant growth promotion and microbial interactions.
Ecotoxicol Environ Saf
January 2025
College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China; Yuelushan Laboratory, Changsha 410125, China. Electronic address:
Soil heavy metal pollution presents substantial risks to food security and human health. This study focused on the efficiency of plant growth-promoting fungus-Beauveria bassiana FE14 and Miscanthus floridulus on the synergistic remediation of soil Cd contamination. Results revealed that B.
View Article and Find Full Text PDFThermally Triggered Double Emulsion-Integrated Hydrogel Microparticles for Multiplexed Molecular Diagnostics.
Adv Sci (Weinh)
January 2025
Center for Advanced Biomolecular Recognition, Biomedical Research Division, Korea Institute of Science and Technology (KIST), Seoul, 02792, Republic of Korea.
During the COVID-19 pandemic, reverse transcription-quantitative polymerase chain reaction (RT-qPCR) has been recognized as the most reliable diagnostic tool. However, there is a need to develop multiplexed assays capable of analyzing multiple genes simultaneously to expand its application. To address this, a multiplexed RT-qPCR using a double emulsion (DE)-based carrier and a polymer microparticle reactor, termed primer-incorporated network tailored with Taqman probe (TaqPIN) is developed.
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