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DFMA: an improved DeepLabv3+ based on FasterNet, multi-receptive field, and attention mechanism for high-throughput phenotyping of seedlings.
Front Plant Sci
January 2025
Institute of Crop Science, Huzhou Academy of Agriculture Sciences, Huzhou, China.
With the rapid advancement of plant phenotyping research, understanding plant genetic information and growth trends has become crucial. Measuring seedling length is a key criterion for assessing seed viability, but traditional ruler-based methods are time-consuming and labor-intensive. To address these limitations, we propose an efficient deep learning approach to enhance plant seedling phenotyping analysis.
View Article and Find Full Text PDFPotato is a versatile food crop and major component of human nutrition worldwide. Model calculations and computer simulations can be used to optimize the resource allocation in potato breeding programs but require quantitative genetic parameters. The objectives of our study are to (i) estimate quantitative genetic parameters of the most important phenotypic traits in potato breeding programs, (ii) compare the importance of inter- vs.
View Article and Find Full Text PDF. Extract Attenuates Inflammation and Oxidative Damage in Cisplatin-Induced Cardiotoxicity in Rats by Promoting M2 Macrophage Polarization.
Mediators Inflamm
January 2025
Faculty of Medical Sciences, Department of Genetics, University of Kragujevac, Kragujevac, Serbia.
L. fruits and leaf extracts have a broad range of immunomodulatory, anti-inflammatory, and antioxidant effects; however, their effects on cardiac protection have not been investigated. The study aims to test the biological activity of L.
View Article and Find Full Text PDFGenetic Predisposition to Coronary Artery Disease: Evaluating Statin Therapy in Elder Populations From PROSPER.
JACC Adv
February 2025
Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA.
The Spectrum of Genetic Risk in Alzheimer Disease.
Neurol Genet
February 2025
Department of Neurology, Adjunct Medicine, Division Medical Genetics, University of Washington, Seattle.
Alzheimer disease (AD), the most common dementing syndrome in the United States, is currently established by the presence of amyloid-β and tau protein biomarkers in the setting of clinical cognitive impairment. These straightforward diagnostic parameters belie an immense complexity of genetic architecture underlying risk and presentation in AD. In this review, we provide a focused overview of the current state of AD genetics.
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