Signal brightness depends weakly on target region length for regions of sufficient length
FISH probes are hybridized to their target RNAs in conditions that aim to balance the conflicting goals of achieving both high assembly efficiency, i.e., the…
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Long noncoding RNA H19 promotes the acquisition of a mesenchymal-like invasive phenotype in mesothelial primary cells through an HDAC1-mediated WT1/Sp1 switch
Patients, tissue samples, and cells
Effluent-derived MCs were isolated from clinically stable PD patients (Table 1). The bags with peritoneal dialysates from patients were left untouched for about 3 h to allow the deposition of floating cells at…
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Noncontrast CT-based deep learning for predicting intracerebral hemorrhage expansion incorporating growth of intraventricular hemorrhage
In this study, we developed 2D/3D CNN models based on NCCT images to predict high-risk rHE in ICH patients and compared its performance with four baseline ML models. The main findings showed that the developed 2D-ResNet-101 model had the optimal…
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Integrating untargeted volatile metabolomics and molecular evidence supporting chemotaxonomy in Kaempferia species for more effective identification
Elshamy, I. A. et al. Recent advances in Kaempferia phytochemistry and biological activity: A comprehensive review. Nutrients 11, 2396. https://doi.org/10.3390/nu11102396 (2019).
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Machine learning climbs the Jacob’s Ladder of optoelectronic properties
We have calculated RPA spectra for all materials in the IPA database24 that have at most 8 atoms in the unit cell, i.e., a total of about 6000 spectra. The structures were originally taken from the Alexandria database of theoretically stable…
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Correction: Aberrant Notch-signaling promotes tumor angiogenesis in esophageal squamous-cell carcinoma
Correction: Aberrant Notch-signaling promotes tumor angiogenesis in esophageal squamous-cell carcinoma
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Design of library intelligent lighting system based on deep learning
Overall scheme design
Taking into account the degree of mobility of people in the library and the different lighting needs, the university library is divided into three major areas: image detection area, infrared sensing area, and other areas. The…
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Major pathophysiological changes in pulmonary disease provided a molecular insight based on deep learning approach
Gadkowski, L. B. & Stout, J. E. Cavitary pulmonary disease. Clin. Microbiol. Rev. 21(2), 305–333 (2008).
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Becklake, M. R. Asbestos-related diseases…
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Food insecurity impacts neuroblastoma pathogenesis in murine xenograft tumor models
Cell lines
IMR-32 cells were obtained from ATCC in March 2023. Cells were maintained in minimal essential medium, supplemented with 10% FBS, 2 mmol/L glutamine, 100 U/ml penicillin, and 100 µg/ml streptomycin, 1 mmol/L pyruvate and 0.075%…
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Combining knowledge distillation and neural networks to predict protein secondary structure
Evaluation metrics and parameter settings
In this work, accuracy (Q8) and accuracy (Q3)22 are used to measure the goodness of fit of the model. The 8-state secondary structures are H, G, I, E, B, S, T, and C, and the 3-state secondary structures…
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