The Digital Immune System: How Machine Learning Models Are Predicting Disease Before Symptoms Appear
A New Era of Understanding the Immune System Over the past several years, I have watched machine learning transform many areas of biology. Yet its most profound impact may be on how we understand and predict human disease. The immune system is incredibly powerful, but it is also highly complex. For decades, we studied it […]
Decoding the Immune Microenvironment: How Single Cell Technologies Are Transforming Our View of Human Health
Understanding the World Within Each Cell There are moments in research when a new tool does more than refine our understanding. It shifts the entire way we see biology. Single cell technologies have done exactly that for me. For years, we relied on bulk measurements that averaged the behaviors of thousands or millions of cells. […]