Postdoctoral position in Machine-learning / Medical Image Processing
- Employer
- Global Academy Jobs
- Location
- France
- Closing date
- Aug 31, 2018
View more
- Sector
- Science, Physical Sciences and Engineering, Chemical Engineering, Chemistry
- Hours
- Full Time
- Organization Type
- University and College
- Jobseeker Type
- Academic (e.g. 'Lecturer')
Job Details
The position will be based at the LATIM (Medical Information Processing Laboratory), a joint research unit between University Hospital of brest, University of Brest, IMT Atlantique and Inserm. Born from the complementarity between the field of Stic and Health, LATIM is nationally and internationally recognized for its expertise, its contribution in medical imaging and the implementation of innovative solutions in oncology and interventional therapies.
The objective of the position is to develop and make available to orthopedic surgeons, a morphological and functional model of the knee. The purpose of this model is to predict, during the preoperative phase and for a given patient, the functional results of a surgical strategy for the placement of a total knee prosthesis. The modeling will be done from a heterogeneous database including MRI, CT, X-ray radiographs and kinematic data. The model will have to be deformed and adjusted according to some specific data of the treated patient.
Main activities
- Analyze and process a large number of multimodal data (MRI, CT, X-ray radiographs, kinematics, ...)
- Create morpho-functional knee model based on these data • Validate this model
- Develop the deformation algorithm considering the data associated with a treated patient
- Validate this algorithm
Associated activities
- Publish and disseminate research in recognized journals and congresses in the field
Duration of contract : 18 months
Company
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