ARRIVE guidelines adherence
All experiments conformed to the ARRIVE guidelines for in vivo research50. These features ensure that our design is rigorous to deliver robust and unbiased results. Equal numbers of male and female mice were used, and…
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Noise robust aircraft trajectory prediction via autoregressive transformers with hybrid positional encoding
To assess the effectiveness of our proposed improvements, we performed a series of trajectory prediction experiments using datasets that include both data obtained under license and publicly available sources. The experiments focused on assessing…
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Syntaxin-6 mediated autophagy confers lenvatinib resistance in hepatocellular carcinoma
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin. 2021;71:209–49.
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Counterclockwise block-by-block knowledge distillation for neural network compression
Experimental details
Datasets :We ran our experiment on two datasets. CIFAR-1033 is a labeled subset of the 80 million small image dataset for object recognition, which contains 60,000 32 \(\times\) 32RGB images in 10 categories, 5000 images per…
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Genetic and neural mechanisms shared by schizophrenia and depression
Fava M, Kendler KS. Major depressive disorder. Neuron. 2000;28:335–41.
Google Scholar
Owen MJ, Sawa A, Mortensen PB. Schizophrenia. Lancet. 2016;388:86–97.
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Addressing cross-population domain shift in chest X-ray classification through supervised adversarial domain adaptation
Bajwa, J., Munir, U., Nori, A. & Williams, B. Artificial intelligence in healthcare: Transforming the practice of medicine. Future Healthc J 8, e188–e194. https://doi.org/10.7861/fhj.2021-0095 (2021).
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TRIM21-mediated METTL3 degradation promotes PDAC ferroptosis and enhances the efficacy of Anti-PD-1 immunotherapy
Cell culture and reagents
The cells utilized in this study were obtained from the American Type Culture Collection (ATCC, Manassas, VA), unless otherwise indicated. HPDE6C7 and AsPC-1 cells were cultured in RPMI-1640 medium (Gibco, NY, USA), while…
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Impact of a Terahertz electromagnetic field on the ion permeation of potassium and sodium channels
Structural analysis
We first computed the pore radius of each ion channel using HOLE46 after equilibration to confirm that they adopt a stably open state (Fig. 1 right panels). The pore radius of Kv1.2 was 0.60 Å at SF and 2.90 Å at the…
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Comparative single-nucleus RNA-seq analysis revealed localized and cell type-specific pathways governing root-microbiome interactions
Establishing a single-cell atlas of root responses to rhizosphere microbes with different lifestyles
Here, we employed a 48-well plate-based hydroponic root-microbe interaction system4,21 to segregate roots and leaves using a mesh and maintain…
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Machine learning models to predict osteoporosis in patients with chronic kidney disease stage 3–5 and end-stage kidney disease
Study participants
Our hospital has established a de-identified osteoporosis database that includes all participants who have undergone BMD scans. A total of 35,670 BMD scans were recorded in the database between January 1, 2011, and June 30,…
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