School of Data Science, University of Virginia, Charlottesville, Virginia, United States of America.
Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, United States of America.
PLoS Biol. 2022 Dec 12;20(12):e3001901. doi: 10.1371/journal.pbio.3001901. eCollection 2022 Dec.
Does reductionism, in the era of machine learning and now interpretable AI, facilitate or hinder scientific insight? The protein ribbon diagram, as a means of visual reductionism, is a case in point.
在机器学习和可解释人工智能的时代,还原论是促进还是阻碍了科学洞察力?蛋白质带状图作为一种视觉还原论的手段,就是一个恰当的例子。