brandonb

Joined 16 years ago

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Jan 17
Data for good.

Co-Founder at Empirical Health (https://empirical.health). Don't die of heart disease.

Before: Co-Founder @ Cardiogram (ML for heart health)

  CTO at Sift Science (YC S11, machine learning to fight fraud)

  Data Science @ UCSF Cardiology

  HealthCare.gov rescue team

  Google (Android speech recognition, search ads ML)
twitter.com/bballinger

brandonb.cc

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Recent submissions

Comment · 17 hours ago
Every article I've seen about Galleri mentions false positives as the main objection.

So I ran the numbers. For adults age >50 (the recommended group), standard cancer screening generates 33 false positives per cancer case detected. Standard screening + Galleri detects 236% more cancers with just 8% more false-positives for this age group.

The numbers would be slightly worse for a younger cohort, but still better than I'd have thought.

Comment · 20 hours ago
Lp(a) is stable since it's mostly genetically determined.

ApoB is very responsive to diet and medication--you can lower it by about 85%.

Comment · 22 hours ago
A few reasons:

- If you made a dietary change (e.g., more fiber and less saturated fat), the tests tell you whether it actually worked.

- Statins are dosed based on the LDL or ApoB reduction you need. The most powerful statins cut cholesterol by 50%, but at higher doses the risk of side effects does go up.

- Other medications like PCSK9 inhibitors and ezetimibe exist, and whether to use them depends on the other numbers. For example, PCSK9 inhibitors have a secondary benefit of lowering Lipoprotein(a), and statins and GLP-1s have a secondary benefit of lowering inflammation.

- If blood pressure, HbA1c, etc is high, then there's a slightly different set of diet advice and a very different set of medications. For example, lowering blood pressure through diet is mostly about reducing sodium and increasing potassium.

Comment · 22 hours ago
Comment · 1 day ago
Very fair caveat!

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