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Updated: Jun 25, 2025

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography
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Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography

Published on: August 16, 2020

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癌细胞中的颗粒吸收可以使用机器学习来预测恶性瘤和耐药性

Yoel Goldstein1, Ora T Cohen1, Ori Wald2

  • 1Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112001, Israel.

Science advances
|May 29, 2024
PubMed
概括

这项研究引入了一种使用粒子吸收和机器学习 (ML) 来分类癌细胞亚型的新方法. 这种方法可以根据机械特性准确地区分细胞,改善癌症治疗策略.

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Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
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