Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis. X Liu, B Li, E Bron, W Niessen, E Wolvius, G Roshchupkin.

3dMD Customer Research, Computer Science | Computer Vision, Medical

The proposed method was evaluated on the analysis of 3D facial shape and patient characteristics (N=5011). Experiments showed that this conceptually simple method achieved state-of-the-art fair prediction performance and interpretability, showing its great potential for clinical applications.

Facial asymmetry assessment in skeletal Class III patients with spatially-dense geometric morphometrics. Y Fan, W He, G Chen, G Song, H Matthews, P Claes, R Jiang, T Xu.

3dMD Customer Research, Dental, Medical, Craniofacial/Cleft, Oral and Maxillofacial, Orthodontics

Soft tissue asymmetry is predominately presented in the lower-third of the face in skeletal Class III patients and with various variations on other facial anatomical regions. Morphometric techniques and computer intensive analysis have allowed sophisticated quantification and visualization of the pointwise asymmetry on the full face.