Save the Knees

When a radiologist reads a knee MRI, they write a report describing what they see. SaveTheKnees analyses the images independently and flags cases where the model's findings don't line up with the written report, helping catch missed injuries before the report is finalised. The system detects 12 common knee conditions: Ligament injuries — ACL, MCL Meniscus tears — medial, lateral Arthritis — medial OA, lateral OA, patellofemoral OA Other — effusion, synovitis, Baker's cyst, contusion, fracture How it works Input — multi-view knee MRI study (DICOM) plus the radiologist's report text. Processing — a shared 3D CNN backbone reads all three viewing angles (coronal, sagittal, axial), and attention pooling weighs slices by how informative they are before the views are fused. Output — a confidence score per condition and a comparison against the parsed rep