Shicheng Guo
Essays · Commentary · Viewpoints

Perspectives

Thoughts on genomics, drug development, and data-driven medicine. Placeholder topics below — replace with your own writing.


From Human Genetics to Druggable Targets

Why human-genetic evidence is the strongest signal we have for picking targets that survive the clinic — and how to operationalize it in a drug-discovery pipeline. (Placeholder — replace with your essay.)

The Promise and Limits of AI in Precision Medicine

Where machine learning genuinely moves the needle in genomics and biomarker discovery — and where rigor, causality, and reproducibility still matter more than scale. (Placeholder.)

Liquid Biopsy and the Future of Early Detection

What cell-free DNA methylation taught us about tissue-of-origin mapping, and what it will take to bring non-invasive detection to routine care. (Placeholder.)

More writing — including earlier technical posts — is available in the blog archive.