Abstract-Among the external manifestations of scoliosis, the rib hump, which is associated to the ribs' deformities and rotations, constitutes for patients the most disturbing aspect of the scoliotic deformity. A personalized 3D model of the rib cage is important for a better evaluation of the deformity and thus, better treatment planning. A novel method for the 3D reconstruction of the rib cage, based only on two standard radiographs, is proposed in this article. For each rib, two points are extrapolated from the reconstructed spine, and three points are reconstructed by stereo radiography. The reconstruction is then refined using a surface approximation. The method was evaluated using clinical data of 13 patients with scoliosis. A comparison was conducted between the reconstructions obtained with the proposed method and those obtained using a previous reconstruction method based on two frontal radiographs. A first comparison criterion was the distances between the reconstructed ribs and the surface topography of the trunk, considered as the reference modality. The correlation between ribs axial rotation and back surface rotation was also evaluated. The proposed method successfully reconstructed the ribs of the 6 th to 12 th thoracic levels. The evaluation results showed that the three dimensional configuration of the new rib reconstructions is more consistent with the surface topography and provides more accurate measurements of ribs axial rotation.