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Updated: Feb 13, 2026

A Multicenter MRI Protocol for the Evaluation and Quantification of Deep Vein Thrombosis
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A Multicenter MRI Protocol for the Evaluation and Quantification of Deep Vein Thrombosis

Published on: June 2, 2015

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用深度学习预测胃肠道流体瘤中的突变和结果:一个多中心,跨国研究

A Bonetti, V L Le, Z I Carrero

    medRxiv : the preprint server for health sciences
    |February 12, 2026
    PubMed
    概括

    应用于全幻灯片图像的深度学习模型准确地预测胃肠道 stromal 瘤 (GIST) 的突变和无复发生存率. 这些模型的性能与传统的风险评分相当,为GIST管理提供了一个新的工具.

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    A Combined 3D Tissue Engineered In Vitro/In Silico Lung Tumor Model for Predicting Drug Effectiveness in Specific Mutational Backgrounds13:34

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    Predicting Reaction Outcomes

    Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
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    Mutations are changes in the sequence of DNA. These changes can occur spontaneously or they can be induced by exposure to environmental factors. Mutations can be characterized in a number of different ways: whether and how they alter the amino acid sequence of the protein, whether they occur over a small or large area of DNA, and whether they occur in somatic cells or germline cells.
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    The human digestive system is an intricate and essential network for nutrient absorption and waste elimination. It encompasses the gastrointestinal (GI) tract and several accessory organs.
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