Využití moderních technik zpracování obrazových dat a počítačového plánování v traumatologii

Project Period: 1. 7. 2014 – 30. 6. 2017

Project Type: grant

Code: TA04011606

Agency: Technologická agentura ČR

Program: Program aplikovaného výzkumu a experimentálního vývoje ALFA

English title

Modern Image Processing Techniques and Computer-based Planning in Trauma Treatment

Type

grant

Keywords

Computer preoperative planning; trauma; skeletal traumatology; treatment of fractures; bone fragments reposition; implant selection; custom implant; image data processing and visualization; 3D model; parametric model of long bones; GPU acceleration

Abstract

Main goal of this project is to support the operating procedures for the trauma treatment of fractures and bone defects with the use of modern methods of computer data processing and computer preoperative planning. The project involves collaboration between experts from different disciplines: traumatology, information technology and biomechanics (i.e. development of medical devices). The project focuses on the preoperative phase and the development of a software system that will assist surgeons in identifying fractures, computer reconstruction of bone fragments in the correct position and selecting the appropriate implant. Using modern image processing techniques and data visualization software will facilitate the assessment of fracture and creation of a surgery plan. The result will be a more appropriate choice of implant and its fixation to prevent repeated corrections, unnecessary surgical treatments and also reduce the burden on staff at multiple X-ray imaging of the patient.

Team members

Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM) – research leader
Kaushik Sumit, Ing.
Mlích Jozef, Ing. (FIT)
Polok Lukáš, Ing., Ph.D.
Smrž Pavel, doc. RNDr., Ph.D. (DCGM)
Široký Adam, Ing.

Publications

2016

KLÍMA O, KLEPÁRNÍK P, ŠPANĚL M, ZEMČÍK P. Towards an accurate 3D reconstruction of fractured long bones from plain 2D radiographs. International Journal of Computer Assisted Radiology and Surgery. Heidelberg: Springer Verlag, 2016. p. S180 (S181 p.)ISSN: 1861-6410. Detail
KLÍMA, O. 3D model kosti z RTG snímků - tvorba a využití tvarových modelů. Rožnov pod Radhoštěm: 2016. s. 1-11. Detail
KLÍMA, O.; BAŘINA, D.; KLEPÁRNÍK, P.; ZEMČÍK, P.; CHROMÝ, A.; ŠPANĚL, M. Lossy Compression of 3-D Statistical Shape and Intensity Models of Femoral Bones Using JPEG 2000. In 14th IFAC Conference on Programmable Devices and Embedded Systems PDES 2016 Brno, Czech Republic, 5-7 October 2016. IFAC-PapersOnLine (ELSEVIER). Brno / Lednice: Elsevier Science, 2016. p. 115-120. ISSN: 2405-8963. Detail
KLÍMA, O.; KLEPÁRNÍK, P.; ŠPANĚL, M.; ZEMČÍK, P. Intensity-based femoral atlas 2D/3D registration using Levenberg-Marquardt optimisation. In Biomedical Applications in Molecular, Structural, and Functional Imaging. San Diego: SPIE - the international society for optics and photonics, 2016. p. 1-6. ISBN: 978-1-5106-0023-2. Detail
POLOK, L.; ILA, V.; SMRŽ, P. 3D Reconstruction Quality Analysis and Its Acceleration on GPU Clusters. In Proceedings of European Signal Processing Conference 2016. Budapest: Institute of Electrical and Electronics Engineers, 2016. p. 1108-1112. ISBN: 978-0-9928626-6-4. Detail
POLOK, L.; SMRŽ, P. Increasing Double Precision Throughput on NVIDIA Maxwell GPUs. In Proceedings of the 24th High Performance Computing Symposium. Pasadena / Los Angeles: Association for Computing Machinery, 2016. p. 146-153. ISBN: 978-1-5108-2318-1. Detail

2015

KLÍMA O, KLEPÁRNÍK P, ŠPANĚL M, ZEMČÍK P. GP-GPU Accelerated Intensity-based 2D/3D Registration Pipeline. Shape 2015 Symposium on Statistical Shape Models & Applications Proceedings. Délemont: Swiss Institute for Computer Aided Surgery, 2015. p. 19-19. Detail