Beyond Market Intelligence/high recall

high recall

Beyond Market Intelligence keeps high recall in one place: one story so far. The section currently leads with “Finding Stenoses in Angiograms: Why Recall Outweighs Perfection”. Detecting candidate stenoses in coronary angiograms means prioritizing recall over perfection. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every high recall story on Beyond Market Intelligence, newest first.

Machine Learning

Finding Stenoses in Angiograms: Why Recall Outweighs Perfection

Detecting candidate stenoses in coronary angiograms means prioritizing recall over perfection. False positives are acceptable; flagging half the image is not. You've already seen YOLO succeed on one dataset and fail on another, largely because of inconsistent annotation formats. Vessel segmentation and centerlines offer a smarter path: build a radius profile to flag narrowings, then filter candidates. The real challenge is evaluation. Doctors don't mark every narrowing, so your recall metrics will be too optimistic.