2025-11-27-26_articles_updated
Published:
期刊: Nature
标题: NSD2靶向逆转前列腺癌的塑性和耐药性
英文标题: NSD2 targeting reverses plasticity and drug resistance in prostate cancer
链接: https://www.nature.com/articles/s41586-025-09727-z
期刊: Nature
标题: 无眼镜3D显示器，采用深度学习实现超宽视角
英文标题: Glasses-free 3D display with ultrawide viewing range using deep learning
链接: https://www.nature.com/articles/s41586-025-09752-y
期刊: Nature
标题: 长读长宏基因组学揭示人类肠道微生物群中的噬菌体动态
英文标题: Long-read metagenomics reveals phage dynamics in the human gut microbiome
链接: https://www.nature.com/articles/s41586-025-09786-2
期刊: Nature Communications
标题: 拉丁美洲对微生物组研究的视角
英文标题: A Latin American perspective on microbiome research
链接: https://www.nature.com/articles/s41467-025-66756-y
期刊: Nature Aging
标题: 揭示肠道病理学中随着年龄增长的表观遗传漂变
英文标题: Revealing epigenetic drift in intestinal pathogenesis with age
链接: https://www.nature.com/articles/s43587-025-01033-7
期刊: Nature Aging
标题: 国家老年研究所关于妊娠对衰老长期影响的工作坊
英文标题: A National Institute on Aging workshop on the long-term effects of pregnancy on aging
链接: https://www.nature.com/articles/s43587-025-00992-1
期刊: Nature Aging
标题: 铁稳态和细胞克隆性驱动衰老过程中与癌症相关的肠道DNA甲基化漂移
英文标题: Iron homeostasis and cell clonality drive cancer-associated intestinal DNA methylation drift in aging
链接: https://www.nature.com/articles/s43587-025-01021-x
期刊: Nature Aging
标题: 特定器官的蛋白质组衰老时钟预测跨多样人群的疾病和长寿
英文标题: Organ-specific proteomic aging clocks predict disease and longevity across diverse populations
链接: https://www.nature.com/articles/s43587-025-01016-8
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 条件深度学习模型揭示了氨基酸剥夺期间的翻译延长决定因素
英文标题: Conditional deep learning model reveals translation elongation determinants during amino acid deprivation
链接: https://www.nature.com/articles/s42003-025-09092-7
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 机器学习识别出与EGFR突变和免疫状态相关的TIME亚型，在肺腺癌中的研究
英文标题: Machine learning identifies TIME subtypes linking EGFR mutations and immune states in lung adenocarcinoma
链接: https://www.nature.com/articles/s41746-025-02172-2
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: Knockoff-ML：一种用于电子健康记录数据中控制变量选择和风险分层的小敲打机器学习框架
英文标题: Knockoff-ML: a knockoff machine learning framework for controlled variable selection and risk stratification in electronic health record data
链接: https://www.nature.com/articles/s41746-025-02102-2
期刊: cs.LG updates on arXiv.org
标题: 基于机器学习算法的RAG检索质量分析和预测评估
英文标题: Quality analysis and evaluation prediction of RAG retrieval based on machine learning algorithms
链接: https://arxiv.org/abs/2511.19481
期刊: cs.LG updates on arXiv.org
标题: OpenCML：开放世界机器学习的端到端框架，用于增量学习未知类别
英文标题: OpenCML: End-to-End Framework of Open-world Machine Learning to Learn Unknown Classes Incrementally
链接: https://arxiv.org/abs/2511.19491
期刊: cs.LG updates on arXiv.org
标题: 基于不完整和隐私敏感的医疗数据的生物医学和医疗智能的分层双重策略反学习
英文标题: Hierarchical Dual-Strategy Unlearning for Biomedical and Healthcare Intelligence Using Imperfect and Privacy-Sensitive Medical Data
链接: https://arxiv.org/abs/2511.19498
期刊: cs.LG updates on arXiv.org
标题: MXtalTools：用于分子晶体机器学习的工具包
英文标题: MXtalTools: A Toolkit for Machine Learning on Molecular Crystals
链接: https://arxiv.org/abs/2511.20327
期刊: cs.LG updates on arXiv.org
标题: 朝向可信的Wi-Fi感知：对深度学习模型对抗攻击鲁棒性的系统性评估
英文标题: Towards Trustworthy Wi-Fi Sensing: Systematic Evaluation of Deep Learning Model Robustness to Adversarial Attacks
链接: https://arxiv.org/abs/2511.20456
期刊: cs.LG updates on arXiv.org
标题: 基于多阶段深度学习框架及PKCP-MixUp增强的多相位对比增强CT在儿童肝脏肿瘤诊断中的应用
英文标题: A Multi-Stage Deep Learning Framework with PKCP-MixUp Augmentation for Pediatric Liver Tumor Diagnosis Using Multi-Phase Contrast-Enhanced CT
链接: https://arxiv.org/abs/2511.19478
期刊: cs.LG updates on arXiv.org
标题: CycleChemist：一种用于有机光伏发现的 双管齐下的机器学习框架
英文标题: CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery
链接: https://arxiv.org/abs/2511.19500
期刊: cs.LG updates on arXiv.org
标题: 模块化深度学习框架辅助感知：注视、情感和说话人识别
英文标题: Modular Deep Learning Framework for Assistive Perception: Gaze, Affect, and Speaker Identification
链接: https://arxiv.org/abs/2511.20474
期刊: cs.LG updates on arXiv.org
标题: 在深度学习模型中通过决策规则强制执行硬线性约束
英文标题: Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules
链接: https://arxiv.org/abs/2505.13858
期刊: cs.LG updates on arXiv.org
标题: 真实CDSS药物剂量，通过端到端循环Q学习实现双重血管加压素控制
英文标题: Realistic CDSS Drug Dosing with End-to-end Recurrent Q-learning for Dual Vasopressor Control
链接: https://arxiv.org/abs/2510.01508
期刊: cs.LG updates on arXiv.org
标题: 量子玻尔兹曼机学习基态能量
英文标题: Quantum Boltzmann machine learning of ground-state energies
链接: https://arxiv.org/abs/2410.12935
期刊: cs.LG updates on arXiv.org
标题: 机器学习中的超参数优化
英文标题: Hyperparameter Optimization in Machine Learning
链接: https://arxiv.org/abs/2410.22854
期刊: cs.LG updates on arXiv.org
标题: 基于Mamba的深度学习方法，用于无线多模态可穿戴系统上的睡眠分期，无需脑电图
英文标题: Mamba-based Deep Learning Approach for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography
链接: https://arxiv.org/abs/2412.15947
期刊: cs.LG updates on arXiv.org
标题: 深度学习与全脑网络在生物标志物发现中的应用：模拟静息态和认知任务中的大脑波动动力学
英文标题: Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks
链接: https://arxiv.org/abs/2412.19329
期刊: cs.LG updates on arXiv.org
标题: 利用机器学习对无核壳模型计算结果进行无限模型空间外推
英文标题: Extrapolation to infinite model space of no-core shell model calculations using machine learning
链接: https://arxiv.org/abs/2511.05061