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Co-Optimization of Power Delivery Network Design for 3-D Heterogeneous Integration of RRAM-Based Compute In-Memory Accelerators
Published 2025-01-01“…Using our framework, we model IR-drop and simulate its impact on the accuracy of ResNet-50 and ResNet-152 when classifying images from the ImageNet 1k dataset in the presence of injected PVT noise. We analyze the impact of through-silicon via (TSV) design and placement to optimize the IR-drop and classification accuracy. …”
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6143
Dynamic guardianship of potato landraces by Andean communities and the genebank of the International Potato Center
Published 2021-11-01“…Methods We addressed this research gap by analyzing CIP genebank distribution data for repatriated accessions, conducting structured interviews with experts of the repatriation program, and applying duration and benefit analyses to a survey dataset of 301 households. Results Between 1997 and 2020, 14,950 samples, representing 1519 accessions, were distributed to 135 communities in Peru. …”
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6144
ANO7 expression in the prostate modulates mitochondrial function and lipid metabolism
Published 2025-02-01“…Methods We performed RNA-sequencing (RNA-seq) on RWPE1 cells engineered to express ANO7 protein, alongside the analysis of a single-cell RNA-sequencing (scRNA-seq) dataset and RNA-seq from prostate tissues. Differential gene expression analysis and gene set enrichment analysis (GSEA) were conducted to identify key pathways. …”
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6145
Emergence of Self-Identity in Artificial Intelligence: A Mathematical Framework and Empirical Study with Generative Large Language Models
Published 2025-01-01“…The model was trained on a synthetic dataset containing temporally structured memories, designed to capture the complexity of coherent self-identity formation. …”
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6146
Wnt signaling as a translational target in rheumatoid and psoriatic arthritis
Published 2025-02-01Get full text
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6147
Gender-based Morphometric Analysis of the Human Orbital Aperture Profile using 3D Reconstruction Computed Tomography: A Cross-sectional Retrospective Study
Published 2025-01-01“…A total of 100 CT scans were randomly selected from the available dataset. The study encompassed CT scans of subjects from both genders, aged 18 years and above. …”
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Gibberellin-3 induced dormancy and suppression of flower bud formation in pitaya (Hylocereus polyrhizus)
Published 2025-01-01Get full text
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Predicting Treatment Outcomes in Patients with Low Back Pain Using Gene Signature-Based Machine Learning Models
Published 2024-12-01“…Five-fold cross-validation was employed to ensure robust model evaluation and minimize overfitting. In each fold, the dataset was split into training and validation sets, with model performance assessed using multiple metrics including accuracy, precision, recall, and F1 score. …”
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Hyoid bone-based sex discrimination among Egyptians using a multidetector computed tomography: discriminant function analysis, meta-analysis, and artificial intelligence-assisted s...
Published 2025-01-01“…Ten hyoid variables were measured. Initially, the dataset was subjected to discriminant analysis to predict sex and the critical variables associated with sexual dimorphism. …”
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6156
Conditional diffusion-generated super-resolution for myocardial perfusion MRI
Published 2025-01-01“…The forward diffusion process introduces Gaussian noise incrementally, while the reverse process employs a U-Net architecture to progressively denoise the images, conditioned on the low-resolution input image.ResultsWe trained and validated the model on a retrospective dataset of dynamic contrast-enhanced (DCE) perfusion MRI, consisting of both stress and rest images from 47 patients with heart disease. …”
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Cellular heterogeneity and cytokine signatures in acute myeloid leukemia: A novel prognostic model
Published 2025-02-01“…In our study, we utilized high-resolution single-cell RNA sequencing from publicly available datasets to dissect the complex cellular landscape of AML. …”
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