Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery

This study demonstrated the potential of a deep learning-based approach for real-time prediction of facial soft-tissue changes following various orthognathic procedures, achieving clinically relevant accuracy comparable to existing deep learning-based methods.

Authors

Institutions

Publication Details

Journal
Computers in Biology and Medicine
Published
2025-06-11
DOI
https://doi.org/10.1016/j.compbiomed.2025.110529
Citations
3
Primary Topic
Orthodontics and Dentofacial Orthopedics
Type
article
Field-Weighted Citation Impact
5.03
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery

Bo Berends, Thomas J. J. Maal, Ruud Schreurs, Freek Bielevelt et al.
3 citations
Computers in Biology and Medicine
Orthodontics and Dentofacial Orthopedics
5.03
article

Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery

Bo Berends, Thomas J. J. Maal, Ruud Schreurs, Freek Bielevelt, Frank Baan, Tong Xi, Guido de Jong
article en
3 citations

Abstract

This study demonstrated the potential of a deep learning-based approach for real-time prediction of facial soft-tissue changes following various orthognathic procedures, achieving clinically relevant accuracy comparable to existing deep learning-based methods.

Computers in Biology and MedicineVol. 194
Radboud University Nijmegen (NL), Radboud University Medical Center (NL), Radboud Institute for Molecular Life Sciences (NL)
Openalex Percentile: Top 5%
Orthodontics and Dentofacial Orthopedics
5.03
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery — Bo Berends, Thomas J. J. Maal, et al. · Computers in Biology and Medicine (2025) | TGRS Research Map | TGRS