SCIII Treatment Prediction

Predict surgery vs. non-surgical management for skeletal Class III from cephalometric landmarks

Model: Logistic regression on Procrustes-aligned anatomical landmarks, selected via nested cross-validation (cross-validated accuracy 88.7% · AUC 0.885). This tool supports clinical judgement — it does not replace it.

Upload landmark coordinates

Upload a .csv or .xlsx table with:

  • Rows: Sella, Basion, PNS, A Point, B Point, Pogonion, Menton, Gonion, Ramus Point, Distal Aspect of Condyle, Condylion, Nasion
  • Columns: x and y (semicolon-separated for CSV)

Try the example.csv file.

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Drop your file here or click to browse

CSV or Excel · max 10 MB

Upload a landmark file to see the treatment prediction.