Name
Title | ||
|---|---|---|
A Time Saver: Optimization Approach for the Fully Automatic 3D Planning of Forearm Osteotomies. |
Abstract | ||
|---|---|---|
Three-dimensional (3D) computer-assisted preoperative planning has become the state-of-the-art for surgical treatment of complex forearm bone malunions. Despite benefits of these approaches, surgeon time and effort to generate a 3D-preoperative planning remains too high, and limits their clinical application. This motivates the development of computer algorithms able to expedite the process. We propose a staged multi-objective optimization method based on a genetic algorithm with tailored fitness functions, capable to generate a 3D-preoperative plan in a fully automatic fashion. A clinical validation was performed upon 14 cases of distal radius osteotomy. Solutions generated by our algorithm (OA) were compared to those created by surgeons using dedicated planning software (Gold Standard; GS), demonstrating that in 53% of the tested cases, OA solutions were better than or equal to GS solutions, successfully reducing surgeon’s interaction time. Additionally, a quantitative evaluation based on 4 different error measurement confirmed the validity of our method. |
Year | Venue | Field |
|---|---|---|
2017 | MICCAI | Computer vision,Computer science,Forearm bone,Simulation,Radius osteotomy,Forearm,Software,Artificial intelligence,Surgery,Genetic algorithm |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
4 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Fabio Carrillo | 1 | 0 | 0.34 |
| Lazaros Vlachopoulos | 2 | 0 | 1.69 |
| Andreas Schweizer | 3 | 3 | 1.51 |
| Ladislav Nagy | 4 | 0 | 0.68 |
| Jess Gerrit Snedeker | 5 | 12 | 1.80 |
| Philipp Fürnstahl | 6 | 20 | 6.06 |