User: Guest  Login
Document type:
Article; Journal Article 
Author(s):
Jiménez-Sánchez, Amelia; Kazi, Anees; Albarqouni, Shadi; Kirchhoff, Chlodwig; Biberthaler, Peter; Navab, Nassir; Kirchhoff, Sonja; Mateus, Diana 
Title:
Precise proximal femur fracture classification for interactive training and surgical planning. 
Abstract:
PURPOSE: Demonstrate the feasibility of a fully automatic computer-aided diagnosis (CAD) tool, based on deep learning, that localizes and classifies proximal femur fractures on X-ray images according to the AO classification. The proposed framework aims to improve patient treatment planning and provide support for the training of trauma surgeon residents. MATERIAL AND METHODS: A database of 1347 clinical radiographic studies was collected. Radiologists and trauma surgeons annotated all fractures...    »
 
Journal title abbreviation:
Int J Comput Assist Radiol Surg 
Year:
2020 
Journal volume:
15 
Journal issue:
Pages contribution:
847-857 
Print-ISSN:
1861-6410 
TUM Institution:
Klinik und Poliklinik für Unfallchirurgie