Session Introduction: Precision Medicine: Multi-modal and multi-scale methods to promote mechanistic understanding of disease.

Hannah Carter, Steven Brenner, Yana Bromberg
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引用次数: 0

Abstract

Precision medicine focuses on developing treatments and preventative strategies tailored to an individual's genomic profile, lifestyle, and environmental context. The Precision Medicine sessions at the Pacific Symposium on Biocomputing (PSB) have consistently spotlighted progress in this domain. Our 2025 manuscript collection features algorithmic innovations that integrate data across scales and diverse data modalities, presenting novel techniques to derive clinically relevant insights from molecular datasets. These studies highlight recent advances in technology and analytics and their application toward realizing the potential of precision medicine to enhance human health outcomes and extend lifespan.

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会议介绍:精准医学:多模式、多尺度的方法促进对疾病机制的理解。
精准医疗的重点是针对个人的基因组特征、生活方式和环境背景,开发治疗和预防策略。太平洋生物计算研讨会(PSB)上的精准医学会议一直强调这一领域的进展。我们的2025年手稿集以算法创新为特色,整合了跨尺度和不同数据模式的数据,提出了从分子数据集中获得临床相关见解的新技术。这些研究突出了技术和分析的最新进展,以及它们在实现精准医疗潜力方面的应用,以提高人类健康结果和延长寿命。
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4.50
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Session Introduction: AI and Machine Learning in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface. Session Introduction: Overcoming health disparities in precision medicine: Intersectional approaches in precision medicine. Session Introduction: Precision Medicine: Multi-modal and multi-scale methods to promote mechanistic understanding of disease. Social risk factors and cardiovascular risk in obstructive sleep apnea: a systematic assessment of clinical predictors in community health centers. A Visual Analytics Framework for Assessing Interactive AI for Clinical Decision Support.
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