2025-12-11-14_articles_updated
Published:
期刊: Nature Methods
标题: 使用纳米孔直接RNA测序检测多类型RNA修饰的计算工具的系统评估
英文标题: Systematic evaluation of computational tools for multitype RNA modification detection using nanopore direct RNA sequencing
链接: https://www.nature.com/articles/s41592-025-02974-y
期刊: Nature Communications
标题: 鉴定一种脂质氧自由基防御途径及其表观遗传控制
英文标题: Identification of a lipid oxygen radical defense pathway and its epigenetic control
链接: https://www.nature.com/articles/s41467-025-67304-4
期刊: Nature Communications
标题: 计算全身体外暴露模型用于全球精准脑健康
英文标题: Computational whole-body-exposome models for global precision brain health
链接: https://www.nature.com/articles/s41467-025-67448-3
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 通过结构驱动计算工作流程进行新的表位特异性抗体设计
英文标题: De novo design of epitope-specific antibodies via a structure-driven computational workflow
链接: https://www.nature.com/articles/s41467-025-67361-9
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 解读免疫时钟：一种机器学习模型从细胞模式预测小鼠免疫年龄
英文标题: Reading the immune clock: a machine learning model predicts mouse immune age from cellular patterns
链接: https://www.nature.com/articles/s41467-025-67393-1
期刊: cs.LG updates on arXiv.org
标题: 利用深度学习和自然语言处理通过算法生成的领域（DGA）分类进行指挥与控制（C2）流量检测
英文标题: Command & Control (C2) Traffic Detection Via Algorithm Generated Domain (Dga) Classification Using Deep Learning And Natural Language Processing
链接: https://arxiv.org/abs/2512.07866
期刊: cs.LG updates on arXiv.org
标题: 几何-随机多模态深度学习用于预测SUDEP和卒中易感性建模
英文标题: Geometric-Stochastic Multimodal Deep Learning for Predictive Modeling of SUDEP and Stroke Vulnerability
链接: https://arxiv.org/abs/2512.08257
期刊: cs.LG updates on arXiv.org
标题: 当表格泄露：攻击基于LLM的表格数据生成中的字符串记忆
英文标题: When Tables Leak: Attacking String Memorization in LLM-Based Tabular Data Generation
链接: https://arxiv.org/abs/2512.08875
期刊: cs.LG updates on arXiv.org
标题: TabKAN：利用 Kolmogorov-Arnold 网络推进表格数据分析
英文标题: TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
链接: https://arxiv.org/abs/2504.06559
期刊: cs.LG updates on arXiv.org
标题: 基于特征优化的改进集成机器学习模型用于早期糖尿病预测
英文标题: An Improved Ensemble-Based Machine Learning Model with Feature Optimization for Early Diabetes Prediction
链接: https://arxiv.org/abs/2512.02023
期刊: cs.LG updates on arXiv.org
标题: 科学机器学习中稀疏变分高斯过程 Kolmogorov-Arnold 网络（SVGP KAN）的不确定性量化
英文标题: Uncertainty Quantification for Scientific Machine Learning using Sparse Variational Gaussian Process Kolmogorov-Arnold Networks (SVGP KAN)
链接: https://arxiv.org/abs/2512.05306
期刊: cs.LG updates on arXiv.org
标题: 人工智能驱动的空间蛋白质组学虚拟组织，用于临床诊断和生物医学发现
英文标题: AI-powered virtual tissues from spatial proteomics for clinical diagnostics and biomedical discovery
链接: https://arxiv.org/abs/2501.06039
期刊: cs.LG updates on arXiv.org
标题: 从点样点到频率定位函数的重构：通过最小二乘法和深度学习
英文标题: Reconstruction of frequency-localized functions from pointwise samples via least squares and deep learning
链接: https://arxiv.org/abs/2502.09794
期刊: cs.LG updates on arXiv.org
标题: 赫布物理学网络：基于局部物理规律的自组织计算架构
英文标题: Hebbian Physics Networks: A Self-Organizing Computational Architecture Based on Local Physical Laws
链接: https://arxiv.org/abs/2507.00641