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Updated: Jan 13, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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Published on: June 13, 2025

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不确定性意识的基因组深度学习与知识蒸

Jessica Zhou1, Kaeli Rizzo1, Trevor Christensen1

  • 1Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY USA.

NPJ artificial intelligence
|January 12, 2026
PubMed
概括

我们开发了DEGU (Distilling Ensembles for Genomic Uncertainty-aware models),一种新的方法,可以提高深度神经网络的可靠性和基因组学中的可解释性. DEGU提高了预测准确度,并为监管基因组学任务提供可靠的不确定性估计.

关键词:
计算生物学和生物信息学计算模型是计算模型.

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