Deep learning approaches, particularly convolutional neural networks (CNNs) and other architectures, were used in 49 papers. These models excel at image-based tasks such as land cover classification, ...

It proved a wise decision for a Texas man to brave a stormy downpour and move his truck, as a huge tree branch came toppling down next to his driveway seconds later. The close call was captured by ...

The design of sklearn follows the "Swiss Army Knife" principle, integrating six core modules: Data Preprocessing: Similar to cleaning ingredients (handling missing values, standardization) Model ...

为解决乳腺X线摄影中良恶性病变鉴别诊断的难题，研究人员开展了一项基于放射组学特征与机器学习算法的多模型对比研究。通过整合十种特征选择方法与十种分类算法，研究发现PCA结合Extra Trees分类器的组合达到最高诊断效能（准确率0.960，AUC=0.997），显著 ...