David A. Bluemke, MD, PhD, Editor of Radiology discusses five research articles from the February 2019 issue of Radiology. ARTICLES DISCUSSED – Summary of Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI. Radiology 2019; 290:290-297. Summary of Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System. Radiology 2019; 290:305-314. Summary of Validity of RECIST Version 1.1 for Response Assessment in Metastatic Cancer: A Prospective, Multireader Study. Radiology 2019; 290:349-356. Summary of Long-term Excretion of Gadolinium-based Contrast Agents: Linear versus Macrocyclic Agents in an Experimental Rat Model. Radiology 2019;290:340-348. Summary of Detection of Colorectal Hepatic Metastases Is Superior at Standard Radiation Dose CT versus Reduced Dose CT. Radiology 2019;290:400-409.