Area of research
Computer Vision and Pattern Recognition · Radiology, Nuclear Medicine and Imaging
Research interest
Research focused on Artificial intelligence and Sexual dimorphism, with related work in Segmentation, Genetics, Jaccard index. Notable publications include 'Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index', 'Modeling 3D Facial Shape from DNA', and 'Genome-wide mapping of global-to-local genetic effects on human facial shape'.
Joint multi-ancestry and admixed GWAS reveals the complex genetics behind human cranial vault shape
Deep learning-based dental implant recognition using synthetic X-ray images
Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index
Towards fully automated third molar development staging in panoramic radiographs
Cascaded statistical shape model based segmentation of the full lower limb in CT
Statistical Shape Modeling of Skeletal Anatomy for Sex Discrimination: Their Training Size, Sexual Dimorphism, and Asymmetry
Effect of Lower Third Molar Segmentations on Automated Tooth Development Staging using a Convolutional Neural Network
Facial recognition from DNA using face-to-DNA classifiers
Genome-wide mapping of global-to-local genetic effects on human facial shape
Modeling 3D Facial Shape from DNA
3-dimensional Analysis of Regenerative Endodontic Treatment Outcome
Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images
A comparison of methods for non-rigid 3D shape retrieval
meshSIFT: Local surface features for 3D face recognition under expression variations and partial data
Sexual dimorphism in multiple aspects of 3D facial symmetry and asymmetry defined by spatially dense geometric morphometrics
Feasibility and validation of virtual autopsy for dental identification using the Interpol dental codes
Isometric deformation invariant 3D shape recognition
Dysmorphometrics: the modelling of morphological abnormalities