Why AI Companies Are Racing to Build a Virtual Human Cell
In recent years, there has been a surge of interest in creating virtual models of human cells using artificial intelligence (AI) and machine learning techniques. These virtual cells can simulate the behavior cells based on multi-omics data, which is essential for understanding cellular processes and disease mechanisms. However, current AI models are black boxes, making it difficult to interpret their predictions. In this article, I give my perspective on the challenges of using AI for modeling human cells and the importance of developing interpretable models that can provide insights into cellular mechanisms.
Read the article in TIME: https://time.com/7324119/what-is-virtual-cell/