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1449648578Zyc/intraoperative-map-phenotype

sourceHugging Facemitupdated 1mo agoView on Hugging Face

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App README

Intraoperative Hemodynamic Phenotype Classifier

Research-only web application implementing the frozen 20-feature, 5-PC, K-means K=3 intraoperative MAP phenotype classifier.

Inputs

—CSV/XLSX upload containing a time column and a MAP column
—pasted two-column data
—manually drawn MAP trajectory for education and demonstration

Output

—Labile Hypotension
—Stable Hemodynamics
—Labile Hypertension

The displayed center similarity is distance-derived and is not a calibrated clinical probability. Outcome percentages are phenotype-level observed incidence estimates, not individualized risk predictions.

Version 1.0.1 adds complete Chinese/English switching and explicit MAP 55, 65, and 120 mmHg reference lines to the drawing and result canvases.

Local run

bash

docker build -t map-phenotype .
docker run --rm -p 7860:7860 map-phenotype

Then open http://localhost:7860.